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Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4410
Large Language Model Unlearning
Yuanshun Yao · Xiaojun Xu · Yang Liu
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4911
Grammar-Aligned Decoding
Kanghee Park · Jiayu Wang · Taylor Berg-Kirkpatrick · Nadia Polikarpova · Loris D'Antoni
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2507
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
DONGZHI JIANG · Guanglu Song · Xiaoshi Wu · Renrui Zhang · Dazhong Shen · ZHUOFAN ZONG · Yu Liu · Hongsheng Li
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4301
SDformer: Similarity-driven Discrete Transformer For Time Series Generation
Zhicheng Chen · FENG SHIBO · Zhong Zhang · Xi Xiao · Xingyu Gao · Peilin Zhao
[ Poster [ OpenReview
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2708
Questioning the Survey Responses of Large Language Models
Ricardo Dominguez-Olmedo · Moritz Hardt · Celestine Mendler-Dünner
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3205
How do Large Language Models Handle Multilingualism?
Yiran Zhao · Wenxuan Zhang · Guizhen Chen · Kenji Kawaguchi · Lidong Bing
[ Slides [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3010
Even Sparser Graph Transformers
Hamed Shirzad · Honghao Lin · Balaji Venkatachalam · Ameya Velingker · David Woodruff · Danica J. Sutherland
[ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3103
VideoGUI: A Benchmark for GUI Automation from Instructional Videos
Kevin Qinghong Lin · Linjie Li · Difei Gao · Qinchen WU · Mingyi Yan · Zhengyuan Yang · Lijuan Wang · Mike Zheng Shou
[ Slides [ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4407
BiScope: AI-generated Text Detection by Checking Memorization of Preceding Tokens
Hanxi Guo · Siyuan Cheng · Xiaolong Jin · Zhuo Zhang · Kaiyuan Zhang · Guanhong Tao · Guangyu Shen · Xiangyu Zhang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4305
Large Pre-trained time series models for cross-domain Time series analysis tasks
Harshavardhan Prabhakar Kamarthi · B. Aditya Prakash
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4504
Bridging Multicalibration and Out-of-distribution Generalization Beyond Covariate Shift
Jiayun Wu · Jiashuo Liu · Peng Cui · Steven Wu
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1707
ReVideo: Remake a Video with Motion and Content Control
Chong Mou · Mingdeng Cao · Xintao Wang · Zhaoyang Zhang · Ying Shan · Jian Zhang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1410
UDON: Universal Dynamic Online distillatioN for generic image representations
Nikolaos-Antonios Ypsilantis · Kaifeng Chen · Andre Araujo · Ondrej Chum
[ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2802
Learning Better Representations From Less Data For Propositional Satisfiability
Mohamed Ghanem · Frederik Schmitt · Julian Siber · Bernd Finkbeiner
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2402
Score Distillation via Reparametrized DDIM
Artem Lukoianov · Haitz Sáez de Ocáriz Borde · Kristjan Greenewald · Vitor Guizilini · Timur Bagautdinov · Vincent Sitzmann · Justin Solomon
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2701
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion
Boyuan Chen · Diego Martí Monsó · Yilun Du · Max Simchowitz · Russ Tedrake · Vincent Sitzmann
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3307
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning
Yibo Yang · Xiaojie Li · Zhongzhu Zhou · Shuaiwen Song · Jianlong Wu · Liqiang Nie · Bernard Ghanem
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4906
Synthesize, Partition, then Adapt: Eliciting Diverse Samples from Foundation Models
Yeming Wen · Swarat Chaudhuri
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4107
SurgicAI: A Fine-grained Platform for Data Collection and Benchmarking in Surgical Policy Learning
Jin Wu · Haoying Zhou · Peter Kazanzides · Adnan Munawar · Anqi Liu
[ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2401
Graph Diffusion Policy Optimization
Yijing Liu · Chao Du · Tianyu Pang · Chongxuan LI · Min Lin · Wei Chen
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2301
The Prevalence of Neural Collapse in Neural Multivariate Regression
George Andriopoulos · Zixuan Dong · Li Guo · Zifan Zhao · Keith Ross
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2704
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving
Aniket Didolkar · Anirudh Goyal · Nan Rosemary Ke · Siyuan Guo · Michal Valko · Timothy Lillicrap · Danilo Jimenez Rezende · Yoshua Bengio · Michael Mozer · Sanjeev Arora
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3211
Interpretable Generalized Additive Models for Datasets with Missing Values
Hayden McTavish · Jon Donnelly · Margo Seltzer · Cynthia Rudin
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4602
MemoryFormer : Minimize Transformer Computation by Removing Fully-Connected Layers
Ning Ding · Yehui Tang · Haochen Qin · Zhenli Zhou · Chao Xu · Lin Li · Kai Han · Liao Heng · Yunhe Wang
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1900
On the Inductive Bias of Stacking Towards Improving Reasoning
Nikunj Saunshi · Stefani Karp · Shankar Krishnan · Sobhan Miryoosefi · Sashank Jakkam Reddi · Sanjiv Kumar
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2303
Optimal deep learning of holomorphic operators between Banach spaces
Ben Adcock · Nick Dexter · Sebastian Moraga Scheuermann
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2600
Diffusion Models are Certifiably Robust Classifiers
Huanran Chen · Yinpeng Dong · Shitong Shao · Hao Zhongkai · Xiao Yang · Hang Su · Jun Zhu
[ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4408
Noisy Label Learning with Instance-Dependent Outliers: Identifiability via Crowd Wisdom
Tri Nguyen · Shahana Ibrahim · Xiao Fu
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3402
Reciprocal Learning
Julian Rodemann · Christoph Jansen · Georg Schollmeyer
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1807
Elucidating the Design Space of Dataset Condensation
Shitong Shao · Zikai Zhou · Huanran Chen · Zhiqiang Shen
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2805
Recursive Introspection: Teaching Language Model Agents How to Self-Improve
Yuxiao Qu · Tianjun Zhang · Naman Garg · Aviral Kumar
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3209
ChronoEpilogi: Scalable Time Series Selection with Multiple Solutions
Etienne Vareille · Michele Linardi · Ioannis Tsamardinos · Vassilis Christophides
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2711
Learning Goal-Conditioned Representations for Language Reward Models
Vaskar Nath · Dylan Slack · Jeff Da · Yuntao Ma · Hugh Zhang · Spencer Whitehead · Sean Hendryx
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3102
Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters
Ya-Wei Eileen Lin · Ronen Talmon · Ron Levie
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4108
RadarOcc: Robust 3D Occupancy Prediction with 4D Imaging Radar
Fangqiang Ding · Xiangyu Wen · Yunzhou Zhu · Yiming Li · Chris Xiaoxuan Lu
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3408
Handling Learnwares from Heterogeneous Feature Spaces with Explicit Label Exploitation
Peng Tan · Hai-Tian Liu · Zhi-Hao Tan · Zhi-Hua Zhou
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3906
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting
Tung Nguyen · Rohan Shah · Hritik Bansal · Troy Arcomano · Romit Maulik · Rao Kotamarthi · Ian Foster · Sandeep Madireddy · Aditya Grover
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2404
Zero-to-Hero: Enhancing Zero-Shot Novel View Synthesis via Attention Map Filtering
Ido Sobol · Chenfeng Xu · Or Litany
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3802
Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals
Christian Holberg · Cristopher Salvi
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3602
WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences
Yujie Lu · Dongfu Jiang · Wenhu Chen · William Yang Wang · Yejin Choi · Bill Yuchen Lin
[ Slides
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4700
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback
Jiachen Li · Weixi Feng · Tsu-Jui Fu · Xinyi Wang · S Basu · Wenhu Chen · William Yang Wang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2601
Towards Global Optimal Visual In-Context Learning Prompt Selection
Chengming Xu · Chen Liu · Yikai Wang · Yuan Yao · Yanwei Fu
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3903
Universal Physics Transformers: A Framework For Efficiently Scaling Neural Operators
Benedikt Alkin · Andreas Fürst · Simon Schmid · Lukas Gruber · Markus Holzleitner · Johannes Brandstetter
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1503
Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation
Xin Yuan · Michael Maire
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3911
Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics
Jonas Spinner · Victor Breso · Pim de Haan · Tilman Plehn · Jesse Thaler · Johann Brehmer
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4405
Amortized Eigendecomposition for Neural Networks
Tianbo Li · Zekun Shi · Jiaxi Zhao · Min Lin
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1201
ChatCam: Empowering Camera Control through Conversational AI
Xinhang Liu · Yu-Wing Tai · Chi-Keung Tang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1404
Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba
Haoye Dong · Aviral Chharia · Wenbo Gou · Francisco Vicente Carrasco · Fernando D De la Torre
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3706
Yo'LLaVA: Your Personalized Language and Vision Assistant
Thao Nguyen · Haotian Liu · Yuheng Li · Mu Cai · Utkarsh Ojha · Yong Jae Lee
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3806
Learning predictable and robust neural representations by straightening image sequences
Julie Xueyan Niu · Cristina Savin · Eero Simoncelli
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1312
FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion
Xing Han · Huy Nguyen · Carl Harris · Nhat Ho · Suchi Saria
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3004
Unifying Generation and Prediction on Graphs with Latent Graph Diffusion
Cai Zhou · Xiyuan Wang · Muhan Zhang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1902
Simulation-Free Training of Neural ODEs on Paired Data
Semin Kim · Jaehoon Yoo · Jinwoo Kim · Yeonwoo Cha · Saehoon Kim · Seunghoon Hong
[ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1212
PhoCoLens: Photorealistic and Consistent Reconstruction in Lensless Imaging
Xin Cai · Zhiyuan You · Hailong Zhang · Jinwei Gu · Wentao Liu · Tianfan Xue
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1511
NeuralFluid: Nueral Fluidic System Design and Control with Differentiable Simulation
Yifei Li · Yuchen Sun · Pingchuan Ma · Eftychios Sifakis · Tao Du · Bo Zhu · Wojciech Matusik
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4206
BAKU: An Efficient Transformer for Multi-Task Policy Learning
Siddhant Haldar · Zhuoran Peng · Lerrel Pinto
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4005
FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings
Xiao Tan · Yiqin Wang · Yangyang Shen · Dian Shen · Meng Wang · Peibo Duan · Beilun Wang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4803
Why Transformers Need Adam: A Hessian Perspective
Yushun Zhang · Congliang Chen · Tian Ding · Ziniu Li · Ruoyu Sun · Zhiquan Luo
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3104
Utilizing Human Behavior Modeling to Manipulate Explanations in AI-Assisted Decision Making: The Good, the Bad, and the Scary
Zhuoyan Li · Ming Yin
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1209
Learning Transferable Features for Implicit Neural Representations
Kushal Kardam Vyas · Imtiaz Humayun · Aniket Dashpute · Richard Baraniuk · Ashok Veeraraghavan · Guha Balakrishnan
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4702
Efficient Adversarial Training in LLMs with Continuous Attacks
Louis-Pascal Xhonneux · Alessandro Sordoni · Stephan Günnemann · Gauthier Gidel · Leo Schwinn
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4310
BackdoorAlign: Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment
Jiongxiao Wang · Jiazhao LI · Yiquan Li · Xiangyu Qi · Junjie Hu · Sharon Li · Patrick McDaniel · Muhao Chen · Bo Li · Chaowei Xiao
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1112
End-to-End Ontology Learning with Large Language Models
Andy Lo · Albert Q. Jiang · Wenda Li · Mateja Jamnik
[ Slides [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2104
Reproducibility Study on Adversarial Attacks Against Robust Transformer Trackers
Fatemeh Nourilenjan Nokabadi · Christian Gagné · Jean-Francois Lalonde
[ Slides [ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3507
Transfer Learning for Latent Variable Network Models
Akhil Jalan · Arya Mazumdar · Soumendu Sundar Mukherjee · Purnamrita Sarkar
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3511
Topological Hidden Markov Models
Adam B Kashlak · Prachi Loliencar · Giseon Heo
[ Poster [ JMLR
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3202
IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering
Ruosen Li · Ruochen Li · Barry Wang · Xinya Du
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3201
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia
Yufang Hou · Alessandra Pascale · Javier Carnerero-Cano · Tigran Tchrakian · Radu Marinescu · Elizabeth Daly · Inkit Padhi · Prasanna Sattigeri
[ Slides [ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1607
MVSDet: Multi-View Indoor 3D Object Detection via Efficient Plane Sweeps
Yating Xu · Chen Li · Gim Hee Lee
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1108
Learning to Decouple the Lights for 3D Face Texture Modeling
Tianxin Huang · Zhenyu Zhang · Ying Tai · Gim Hee Lee
[ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2409
Physically Compatible 3D Object Modeling from a Single Image
Minghao Guo · Bohan Wang · Pingchuan Ma · Tianyuan Zhang · Crystal Owens · Chuang Gan · Josh Tenenbaum · Kaiming He · Wojciech Matusik
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2103
Neural Concept Binder
Wolfgang Stammer · Antonia Wüst · David Steinmann · Kristian Kersting
[ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4106
Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions
Minghan Li · Heng Li · Zhi-Qi Cheng · Yifei Dong · Yuxuan Zhou · Jun-Yan He · Qi Dai · Teruko Mitamura · Alexander Hauptmann
[ Slides [ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2503
Constrained Synthesis with Projected Diffusion Models
Jacob K Christopher · Stephen Baek · Nando Fioretto
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3604
MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens
Anas Awadalla · Le Xue · Oscar Lo · Manli Shu · Hannah Lee · Etash Guha · Sheng Shen · Mohamed Awadalla · Silvio Savarese · Caiming Xiong · Ran Xu · Yejin Choi · Ludwig Schmidt
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3411
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge
Pengcheng Jiang · Lang Cao · Cao (Danica) Xiao · Parminder Bhatia · Jimeng Sun · Jiawei Han
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4603
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
Tianbao Xie · Danyang Zhang · Jixuan Chen · Xiaochuan Li · Siheng Zhao · Ruisheng Cao · Jing Hua Toh · Zhoujun Cheng · Dongchan Shin · Fangyu Lei · Yitao Liu · Yiheng Xu · Shuyan Zhou · Silvio Savarese · Caiming Xiong · Victor Zhong · Tao Yu
[ Poster
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2105
ECLipsE: Efficient Compositional Lipschitz Constant Estimation for Deep Neural Networks
Yuezhu Xu · S Sivaranjani
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1102
Harmony4D: A Video Dataset for In-The-Wild Close Human Interactions
Rawal Khirodkar · Jyun-Ting Song · Jinkun Cao · Zhengyi Luo · Kris Kitani
[ Slides [ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2204
Contrastive-Equivariant Self-Supervised Learning Improves Alignment with Primate Visual Area IT
Thomas Yerxa · Jenelle Feather · Eero Simoncelli · SueYeon Chung
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2707
MixEval: Deriving Wisdom of the Crowd from LLM Benchmark Mixtures
Jinjie Ni · Fuzhao Xue · Xiang Yue · Yuntian Deng · Mahir Shah · Kabir Jain · Graham Neubig · Yang You
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1708
TAPVid-3D: A Benchmark for Tracking Any Point in 3D
Skanda Koppula · Ignacio Rocco · Yi Yang · joseph heyward · Joao Carreira · Andrew Zisserman · Gabriel Brostow · Carl Doersch
[ Poster
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1004
A benchmark for prediction of transcriptomic responses to chemical perturbations across cell types
Artur Szałata · Andrew Benz · Robrecht Cannoodt · Mauricio Cortes · Jason Fong · Sunil Kuppasani · Richard Lieberman · Tianyu Liu · Javier Mas-Rosario · Rico Meinl · Jalil Nourisa · Jared Tumiel · Tin M. Tunjic · Mengbo Wang · Noah Weber · Hongyu Zhao · Benedict Anchang · Fabian Theis · Malte Luecken · Daniel Burkhardt
[ Slides [ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1103
A Benchmark Dataset for Event-Guided Human Pose Estimation and Tracking in Extreme Conditions
Hoonhee Cho · Taewoo Kim · Yuhwan Jeong · Kuk-Jin Yoon
[ Slides [ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1805
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale
Tianyue Ou · Frank F. Xu · Aman Madaan · Jiarui Liu · Robert Lo · Abishek Sridhar · Sudipta Sengupta · Dan Roth · Graham Neubig · Shuyan Zhou
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1700
HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation
Zhenzhi Wang · Yixuan Li · Yanhong Zeng · Youqing Fang · Yuwei Guo · Wenran Liu · Jing Tan · Kai Chen · Bo Dai · Tianfan Xue · Dahua Lin
[ Slides [ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4009
Abductive Reasoning in Logical Credal Networks
Radu Marinescu · Junkyu Lee · Debarun Bhattacharjya · Fabio Cozman · Alexander Gray
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4604
LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch
Xiaoyuan Zhang · Liang ZHAO · Yingying Yu · Xi Lin · Yifan Chen · Han Zhao · Qingfu Zhang
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1609
Infusing Synthetic Data with Real-World Patterns for Zero-Shot Material State Segmentation
sagi eppel · Jolina Li · Manuel Drehwald · Alan Aspuru-Guzik
[ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1408
FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training
Ruihong Yin · Vladimir Yugay · Yue Li · Sezer Karaoglu · Theo Gevers
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4004
TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks
Benjamin Feuer · Robin Schirrmeister · Valeriia Cherepanova · Chinmay Hegde · Frank Hutter · Micah Goldblum · Niv Cohen · Colin White
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1104
ImageNet3D: Towards General-Purpose Object-Level 3D Understanding
Wufei Ma · Guanning Zeng · Guofeng Zhang · Qihao Liu · Letian Zhang · Adam Kortylewski · Yaoyao Liu · Alan Yuille
[ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1810
EEVR: A Virtual Reality-Based Emotion Dataset Featuring Paired Physiological Signals and Textual Descriptions
Pragya Singh · Ritvik Budhiraja · Ankush Gupta · Anshul Goswami · Mohan Kumar · Pushpendra Singh
[ Slides [ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3603
VHELM: A Holistic Evaluation of Vision Language Models
Tony Lee · Haoqin Tu · Chi Heem Wong · Wenhao Zheng · Yiyang Zhou · Yifan Mai · Josselin Roberts · Michihiro Yasunaga · Huaxiu Yao · Cihang Xie · Percy Liang
[ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1502
TrAct: Making First-layer Pre-Activations Trainable
Felix Petersen · Christian Borgelt · Stefano Ermon
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1802
Intrinsic Self-Supervision for Data Quality Audits
Fabian Gröger · Simone Lionetti · Philippe Gottfrois · Alvaro Gonzalez-Jimenez · Ludovic Amruthalingam · Matthew Groh · Alexander Navarini · Marc Pouly
[ Slides [ Poster
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1801
Data curation via joint example selection further accelerates multimodal learning
Talfan Evans · Nikhil Parthasarathy · Hamza Merzic · Olivier Henaff
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3503
V-PETL Bench: A Unified Visual Parameter-Efficient Transfer Learning Benchmark
Yi Xin · Siqi Luo · Xuyang Liu · Haodi Zhou · Xinyu Cheng · Christina Lee · Junlong Du · Yuntao Du. · Haozhe Wang · MingCai Chen · Ting Liu · Guimin Hu · Zhongwei Wan · rongchao zhang · Aoxue Li · Mingyang Yi · Xiaohong Liu
[ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2606
Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment
Yiheng Li · Heyang Jiang · Akio Kodaira · Masayoshi TOMIZUKA · Kurt Keutzer · Chenfeng Xu
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1904
Adaptive Depth Networks with Skippable Sub-Paths
Woochul Kang · HYUNGSEOP LEE
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2008
KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
Coleman Hooper · Sehoon Kim · Hiva Mohammadzadeh · Michael Mahoney · Sophia Shao · Kurt Keutzer · Amir Gholami
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1800
Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning
Minghui Chen · Meirui Jiang · Xin Zhang · DOU QI · Zehua Wang · Xiaoxiao Li
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2902
GFT: Graph Foundation Model with Transferable Tree Vocabulary
Zehong Wang · Zheyuan Zhang · Nitesh Chawla · Chuxu Zhang · Yanfang Ye
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1105
ScaleKD: Strong Vision Transformers Could Be Excellent Teachers
Jiawei Fan · Chao Li · Xiaolong Liu · Anbang Yao
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3801
Crafting Interpretable Embeddings for Language Neuroscience by Asking LLMs Questions
Vinamra Benara · Chandan Singh · John Morris · Richard Antonello · Ion Stoica · Alexander Huth · Jianfeng Gao
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1003
PROSPECT PTMs: Rich Labeled Tandem Mass Spectrometry Dataset of Modified Peptides for Machine Learning in Proteomics
Wassim Gabriel · Omar Shouman · Eva Ayla Schröder · Florian Bößl · Mathias Wilhelm
[ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3105
Confidence Regulation Neurons in Language Models
Alessandro Stolfo · Ben Wu · Wes Gurnee · Yonatan Belinkov · Xingyi Song · Mrinmaya Sachan · Neel Nanda
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4709
Learning in Markov Games with Adaptive Adversaries: Policy Regret, Fundamental Barriers, and Efficient Algorithms
Thanh Nguyen-Tang · Raman Arora
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3901
Neuro-Vision to Language: Enhancing Brain Recording-based Visual Reconstruction and Language Interaction
Guobin Shen · Dongcheng Zhao · Xiang He · Linghao Feng · Yiting Dong · Jihang Wang · Qian Zhang · Yi Zeng
[ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1505
Autoregressive Image Generation without Vector Quantization
Tianhong Li · Yonglong Tian · He Li · Mingyang Deng · Kaiming He
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2809
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools
Avi Caciularu · Alon Jacovi · Eyal Ben-David · Sasha Goldshtein · Tal Schuster · Jonathan Herzig · Gal Elidan · Amir Globerson
[ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4302
Visual Riddles: a Commonsense and World Knowledge Challenge for Large Vision and Language Models
Nitzan Bitton Guetta · Aviv Slobodkin · Aviya Maimon · Eliya Habba · Royi Rassin · Yonatan Bitton · Idan Szpektor · Amir Globerson · Yuval Elovici
[ Slides [ Poster
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4104
A Neural Network Approach for Efficiently Answering Most Probable Explanation Queries in Probabilistic Models
Shivvrat Arya · Tahrima Rahman · Vibhav Gogate
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4102
Fast Channel Simulation via Error-Correcting Codes
Sharang Sriramu · Rochelle Barsz · Elizabeth Polito · Aaron Wagner
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2706
Alignment at Pre-training! Towards Native Alignment for Arabic LLMs
Juhao Liang · Zhenyang Cai · Jianqing Zhu · Huang Huang · Kewei Zong · Bang An · Mosen Alharthi · Juncai He · Lian Zhang · Haizhou Li · Benyou Wang · Jinchao Xu
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1202
bit2bit: 1-bit quanta video reconstruction via self-supervised photon prediction
Yehe Liu · Alexander Krull · Hector Basevi · Ales Leonardis · Michael Jenkins
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3106
Compact Proofs of Model Performance via Mechanistic Interpretability
Jason Gross · Rajashree Agrawal · Thomas Kwa · Euan Ong · Chun Hei Yip · Alex Gibson · Soufiane Noubir · Lawrence Chan
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4902
Revisiting Score Propagation in Graph Out-of-Distribution Detection
Longfei Ma · Yiyou Sun · Kaize Ding · Zemin Liu · Fei Wu
[ Slides [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4800
Unrolled denoising networks provably learn to perform optimal Bayesian inference
Aayush Karan · Kulin Shah · Sitan Chen · Yonina Eldar
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4309
DeNetDM: Debiasing by Network Depth Modulation
Silpa Vadakkeeveetil Sreelatha · Adarsh Kappiyath · ABHRA CHAUDHURI · Anjan Dutta
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1704
Diffusion4D: Fast Spatial-temporal Consistent 4D generation via Video Diffusion Models
HANWEN LIANG · Yuyang Yin · Dejia Xu · hanxue liang · Zhangyang "Atlas" Wang · Konstantinos N Plataniotis · Yao Zhao · Yunchao Wei
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2700
Pard: Permutation-Invariant Autoregressive Diffusion for Graph Generation
Lingxiao Zhao · Xueying Ding · Leman Akoglu
[ Slides [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2400
InterControl: Zero-shot Human Interaction Generation by Controlling Every Joint
Zhenzhi Wang · Jingbo Wang · Yixuan Li · Dahua Lin · Bo Dai
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4404
Are Uncertainty Quantification Capabilities of Evidential Deep Learning a Mirage?
Maohao Shen · Jongha (Jon) Ryu · Soumya Ghosh · Yuheng Bu · Prasanna Sattigeri · Subhro Das · Gregory Wornell
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3611
Unsupervised Anomaly Detection Algorithms on Real-world Data: How Many Do We Need?
Roel Bouman · Zaharah Bukhsh · Tom Heskes
[ Slides [ JMLR
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2607
AdjointDEIS: Efficient Gradients for Diffusion Models
Zander W. Blasingame · Chen Liu
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3808
MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity
Lynn Le · Paolo Papale · Katja Seeliger · Antonio Lozano · Thirza Dado · Feng Wang · Pieter Roelfsema · Marcel A. J. van Gerven · Yağmur Güçlütürk · Umut Güçlü
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4007
Probabilistic Federated Prompt-Tuning with Non-IID and Imbalanced Data
Pei-Yau Weng · Minh Hoang · Lam Nguyen · My T. Thai · Lily Weng · Nghia Hoang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3210
Analysing the Generalisation and Reliability of Steering Vectors
Daniel Tan · David Chanin · Aengus Lynch · Brooks Paige · Dimitrios Kanoulas · Adrià Garriga-Alonso · Robert Kirk
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3701
Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning
Brandon Huang · Chancharik Mitra · Leonid Karlinsky · Assaf Arbelle · Trevor Darrell · Roei Herzig
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4203
Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model
Yifan Duan · Jian Zhao · pengcheng · Junyuan Mao · Hao Wu · Jingyu Xu · shilong wang · Caoyuan Ma · Kai Wang · Kun Wang · Xuelong Li
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1304
Neural Localizer Fields for Continuous 3D Human Pose and Shape Estimation
István Sárándi · Gerard Pons-Moll
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4608
RashomonGB: Analyzing the Rashomon Effect and Mitigating Predictive Multiplicity in Gradient Boosting
Hsiang Hsu · Ivan Brugere · Shubham Sharma · Freddy Lecue · Richard Chen
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3107
CoSy: Evaluating Textual Explanations of Neurons
Laura Kopf · Philine L Bommer · Anna Hedström · Sebastian Lapuschkin · Marina Höhne · Kirill Bykov
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4805
MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning
Stella Li · Vidhisha Balachandran · Shangbin Feng · Jonathan Ilgen · Emma Pierson · Pang Wei Koh · Yulia Tsvetkov
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3803
Efficient Large Multi-modal Models via Visual Context Compression
Jieneng Chen · Luoxin Ye · Ju He · Zhaoyang Wang · Daniel Khashabi · Alan Yuille
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3900
RTify: Aligning Deep Neural Networks with Human Behavioral Decisions
Yu-Ang Cheng · Ivan F Rodriguez Rodriguez · Sixuan Chen · Kohitij Kar · Takeo Watanabe · Thomas Serre
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1002
Exploring Molecular Pretraining Model at Scale
xioahong ji · Zhen Wang · Zhifeng Gao · Hang Zheng · Linfeng Zhang · Guolin Ke · Weinan E
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2002
Learning Low-Rank Feature for Thorax Disease Classification
Yancheng Wang · Rajeev Goel · Utkarsh Nath · Alvin Silva · Teresa Wu · Yingzhen Yang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2702
On the Noise Robustness of In-Context Learning for Text Generation
hongfu gao · Feipeng Zhang · Wenyu Jiang · Jun Shu · Feng Zheng · Hongxin Wei
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1403
Learning to Merge Tokens via Decoupled Embedding for Efficient Vision Transformers
Dong Hoon Lee · Seunghoon Hong
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2502
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization
Siyi Gu · Minkai Xu · Alexander Powers · Weili Nie · Tomas Geffner · Karsten Kreis · Jure Leskovec · Arash Vahdat · Stefano Ermon
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4209
Looks Too Good To Be True: An Information-Theoretic Analysis of Hallucinations in Generative Restoration Models
Regev Cohen · Idan Kligvasser · Ehud Rivlin · Daniel Freedman
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4401
Tree of Attacks: Jailbreaking Black-Box LLMs Automatically
Anay Mehrotra · Manolis Zampetakis · Paul Kassianik · Blaine Nelson · Hyrum Anderson · Yaron Singer · Amin Karbasi
[ Slides [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3108
B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable
Shreyash Arya · Sukrut Rao · Moritz Böhle · Bernt Schiele
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1711
Biomedical Visual Instruction Tuning with Clinician Preference Alignment
Hejie Cui · Lingjun Mao · Xin Liang · Jieyu Zhang · Hui Ren · Quanzheng Li · Xiang Li · Carl Yang
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4601
Not All Tokens Are What You Need for Pretraining
Zhenghao Lin · Zhibin Gou · Yeyun Gong · Xiao Liu · yelong shen · Ruochen Xu · Chen Lin · Yujiu Yang · Jian Jiao · Nan Duan · Weizhu Chen
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2604
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models
Seyedmorteza Sadat · Jakob Buhmann · Derek Bradley · Otmar Hilliges · Romann M Weber
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3101
Supra-Laplacian Encoding for Transformer on Dynamic Graphs
Yannis Karmim · Marc Lafon · Raphaël Fournier-Sniehotta · Nicolas THOME
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4605
FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models
Tong Wu · Yinghao Xu · Ryan Po · Mengchen Zhang · Guandao Yang · Jiaqi Wang · Ziwei Liu · Dahua Lin · Gordon Wetzstein
[ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4402
The Empirical Impact of Neural Parameter Symmetries, or Lack Thereof
Derek Lim · Theo Putterman · Robin Walters · Haggai Maron · Stefanie Jegelka
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4925
3D Gaussian Rendering Can Be Sparser: Efficient Rendering via Learned Fragment Pruning
Zhifan Ye · Chenxi Wan · Chaojian Li · Jihoon Hong · Sixu Li · Leshu Li · Yongan Zhang · Yingyan (Celine) Lin
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1107
BetterDepth: Plug-and-Play Diffusion Refiner for Zero-Shot Monocular Depth Estimation
Xiang Zhang · Bingxin Ke · Hayko Riemenschneider · Nando Metzger · Anton Obukhov · Markus Gross · Konrad Schindler · Christopher Schroers
[ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1601
CooHOI: Learning Cooperative Human-Object Interaction with Manipulated Object Dynamics
Jiawei Gao · Ziqin Wang · Zeqi Xiao · Jingbo Wang · Tai WANG · Jinkun Cao · Xiaolin Hu · Si Liu · Jifeng Dai · Jiangmiao Pang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3110
Causal Dependence Plots
Joshua Loftus · Lucius Bynum · Sakina Hansen
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3400
ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence
Kevin Wu · Eric Wu · James Zou
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1006
Blind Image Restoration via Fast Diffusion Inversion
Hamadi Chihaoui · Abdelhak Lemkhenter · Paolo Favaro
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3809
Understanding Representation of Deep Equilibrium Models from Neural Collapse Perspective
Haixiang Sun · Ye Shi
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1808
Just Add $100 More: Augmenting Pseudo-LiDAR Point Cloud for Resolving Class-imbalance Problem
Mincheol Chang · Siyeong Lee · Jinkyu Kim · Namil Kim
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4511
Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature
Tong Zhou · Xuandong Zhao · Xiaolin Xu · Shaolei Ren
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4924
Practical Shuffle Coding
Julius Kunze · Daniel Severo · Jan-Willem van de Meent · James Townsend
[ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1908
Learn To be Efficient: Build Structured Sparsity in Large Language Models
Haizhong Zheng · Xiaoyan Bai · Xueshen Liu · Zhuoqing Morley Mao · Beidi Chen · Fan Lai · Atul Prakash
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3306
Delving into the Reversal Curse: How Far Can Large Language Models Generalize?
Zhengkai Lin · Zhihang Fu · Kai Liu · Liang Xie · Binbin Lin · Wenxiao Wang · Deng Cai · Yue Wu · Jieping Ye
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1106
Not Just Object, But State: Compositional Incremental Learning without Forgetting
Yanyi Zhang · Binglin Qiu · Qi Jia · Yu Liu · Ran He
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1109
D-MiSo: Editing Dynamic 3D Scenes using Multi-Gaussians Soup
Joanna Waczynska · Piotr Borycki · Joanna Kaleta · Slawomir Tadeja · Przemysław Spurek
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2403
Equivariant Neural Diffusion for Molecule Generation
François Cornet · Grigory Bartosh · Mikkel Schmidt · Christian Andersson Naesseth
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2905
Towards Dynamic Message Passing on Graphs
Junshu Sun · Chenxue Yang · Xiangyang Ji · Qingming Huang · Shuhui Wang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2807
Iterative Reasoning Preference Optimization
Richard Yuanzhe Pang · Weizhe Yuan · He He · Kyunghyun Cho · Sainbayar Sukhbaatar · Jason Weston
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1303
GaussianCut: Interactive segmentation via graph cut for 3D Gaussian Splatting
Umangi Jain · Ashkan Mirzaei · Igor Gilitschenski
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1608
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models
Yifan Zhang · Junhui Hou
[ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1110
LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS
Zhiwen Fan · Kevin Wang · Kairun Wen · Zehao Zhu · Dejia Xu · Zhangyang "Atlas" Wang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4110
Active Perception for Grasp Detection via Neural Graspness Field
Haoxiang Ma · Modi Shi · Boyang Gao · Di Huang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2106
HYDRA-FL: Hybrid Knowledge Distillation for Robust and Accurate Federated Learning
Momin Ahmad Khan · Yasra Chandio · Fatima Anwar
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2906
Graph neural networks and non-commuting operators
Mauricio Velasco · Kaiying O'Hare · Bernardo Rychtenberg · Soledad Villar
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2307
Sparse High Rank Adapters
Kartikeya Bhardwaj · Nilesh Pandey · Sweta Priyadarshi · Viswanath Ganapathy · Shreya Kadambi · Rafael Esteves · Shubhankar Borse · Paul Whatmough · Risheek Garrepalli · Mart van Baalen · Harris Teague · Markus Nagel
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1305
Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models
Jiayu Wang · Yifei Ming · Zhenmei Shi · Vibhav Vineet · Xin Wang · Sharon Li · Neel Joshi
[ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2907
Energy-based Epistemic Uncertainty for Graph Neural Networks
Dominik Fuchsgruber · Tom Wollschläger · Stephan Günnemann
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1806
Right this way: Can VLMs Guide Us to See More to Answer Questions?
Li Liu · Diji Yang · Sijia Zhong · Kalyana Suma Sree Tholeti · Lei Ding · Yi Zhang · Leilani Gilpin
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4711
VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation
Shiwei Wu · Joya Chen · Kevin Qinghong Lin · Qimeng Wang · Yan Gao · Qianli Xu · Tong Xu · Yao Hu · Enhong Chen · Mike Zheng Shou
[ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3407
QTIP: Quantization with Trellises and Incoherence Processing
Albert Tseng · Qingyao Sun · David Hou · Christopher De Sa
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2007
SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention
Róbert Csordás · Piotr Piękos · Kazuki Irie · Jürgen Schmidhuber
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3409
An Autoencoder-Like Nonnegative Matrix Co-Factorization for Improved Student Cognitive Modeling
Shenbao Yu · Yinghui Pan · Yifeng Zeng · Prashant Doshi · Guoquan Liu · Kim-Leng Poh · Mingwei Lin
[ Slides [ Poster [ OpenReview
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3208
LLM Evaluators Recognize and Favor Their Own Generations
Arjun Panickssery · Samuel Bowman · Shi Feng
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4703
GO4Align: Group Optimization for Multi-Task Alignment
Jiayi Shen · Qi Wang · Zehao Xiao · Nanne van Noord · Marcel Worring
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2810
Boosting Text-to-Video Generative Model with MLLMs Feedback
Xun Wu · Shaohan Huang · Guolong Wang · Jing Xiong · Furu Wei
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1211
Articulate your NeRF: Unsupervised articulated object modeling via conditional view synthesis
Jianning Deng · Kartic Subr · Hakan Bilen
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4202
Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series
Yicheng Luo · Zhen Liu · Linghao Wang · Binquan Wu · Junhao Zheng · Qianli Ma
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1210
Optimal Transport-based Labor-free Text Prompt Modeling for Sketch Re-identification
Rui Li · Tingting Ren · Jie Wen · Jinxing Li
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2808
TableRAG: Million-Token Table Understanding with Language Models
Si-An Chen · Lesly Miculicich · Julian Eisenschlos · Zifeng Wang · Zilong Wang · Yanfei Chen · YASUHISA FUJII · Hsuan-Tien Lin · Chen-Yu Lee · Tomas Pfister
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2500
DEFT: Efficient Fine-tuning of Diffusion Models by Learning the Generalised $h$-transform
Alexander Denker · Francisco Vargas · Shreyas Padhy · Kieran Didi · Simon Mathis · Riccardo Barbano · Vincent Dutordoir · Emile Mathieu · Urszula Julia Komorowska · Pietro Lió
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1208
Causal Context Adjustment Loss for Learned Image Compression
Minghao Han · Shiyin Jiang · Shengxi Li · Xin Deng · Mai Xu · Ce Zhu · Shuhang Gu
[ Poster [ OpenReview
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3206
PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression
Vladimir Malinovskii · Denis Mazur · Ivan Ilin · Denis Kuznedelev · Konstantin Burlachenko · Kai Yi · Dan Alistarh · Peter Richtarik
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3908
AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields
Louis Serrano · Thomas X Wang · Etienne Le Naour · Jean-Noël Vittaut · Patrick Gallinari
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4704
SLowcalSGD : Slow Query Points Improve Local-SGD for Stochastic Convex Optimization
Tehila Dahan · Kfir Y. Levy
[ Slides [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2703
BERTs are Generative In-Context Learners
David Samuel
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2107
AdanCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer
Yitao Xu · Tong Zhang · Sabine Süsstrunk
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1207
Learning Interaction-aware 3D Gaussian Splatting for One-shot Hand Avatars
Xuan Huang · Hanhui Li · Wanquan Liu · Xiaodan Liang · Yiqiang Yan · Yuhao Cheng · CHENQIANG GAO
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3301
Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast
Chufan Shi · Cheng Yang · Xinyu Zhu · Jiahao Wang · Taiqiang Wu · Siheng Li · Deng Cai · Yujiu Yang · Yu Meng
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2806
Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models
Wenshan Wu · Shaoguang Mao · Yadong Zhang · Yan Xia · Li Dong · Lei Cui · Furu Wei
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1709
CausalChaos! Dataset for Comprehensive Causal Action Question Answering Over Longer Causal Chains Grounded in Dynamic Visual Scenes
Paritosh Parmar · Eric Peh · Ruirui Chen · Ting En Lam · Yuhan Chen · Elston Tan · Basura Fernando
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2108
DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms
Oryan Yehezkel · Alon Zolfi · Amit Baras · Yuval Elovici · Asaf Shabtai
[ Slides [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2501
Interpreting the Weight Space of Customized Diffusion Models
Amil Dravid · Yossi Gandelsman · Kuan-Chieh Wang · Rameen Abdal · Gordon Wetzstein · Alexei Efros · Kfir Aberman
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1901
B$\oplus$LD: Boolean Logic Deep Learning
Van Minh NGUYEN · Cristian Ocampo-Blandon · Aymen Askri · Louis Leconte · Ba-Hien Tran
[ Slides [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1206
HiCoM: Hierarchical Coherent Motion for Dynamic Streamable Scenes with 3D Gaussian Splatting
Qiankun Gao · Jiarui Meng · Chengxiang Wen · Jie Chen · Jian Zhang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4706
Make Continual Learning Stronger via C-Flat
Ang Bian · Wei Li · Hangjie Yuan · yu chengrong · Mang Wang · Zixiang Zhao · Aojun Lu · Pengliang Ji · Tao Feng
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3504
Meta-Learning Universal Priors Using Non-Injective Change of Variables
Yilang Zhang · Alireza Sadeghi · Georgios Giannakis
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1204
CRT-Fusion: Camera, Radar, Temporal Fusion Using Motion Information for 3D Object Detection
Jisong Kim · Minjae Seong · Jun Won Choi
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4406
Amnesia as a Catalyst for Enhancing Black Box Pixel Attacks in Image Classification and Object Detection
Dongsu Song · Daehwa Ko · Jay Hoon Jung
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4010
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields
David Knigge · David Wessels · Riccardo Valperga · Samuele Papa · Jan-jakob Sonke · Erik Bekkers · Efstratios Gavves
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4707
Edit Distance Robust Watermarks via Indexing Pseudorandom Codes
Noah Golowich · Ankur Moitra
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2003
Linguistic Collapse: Neural Collapse in (Large) Language Models
Robert Wu · Vardan Papyan
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3506
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling
Frederic Z. Zhang · Paul Albert · Cristian Rodriguez-Opazo · Anton van den Hengel · Ehsan Abbasnejad
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3403
Exponential Quantum Communication Advantage in Distributed Inference and Learning
Dar Gilboa · Hagay Michaeli · Daniel Soudry · Jarrod McClean
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3609
Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views
Xinyue Chen · Yazhou Ren · Jie Xu · Fangfei Lin · Xiaorong Pu · Yang Yang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2505
Simple and Effective Masked Diffusion Language Models
Subham Sahoo · Marianne Arriola · Aaron Gokaslan · Edgar Marroquin · Alexander Rush · Yair Schiff · Justin Chiu · Volodymyr Kuleshov
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1702
HOI-Swap: Swapping Objects in Videos with Hand-Object Interaction Awareness
Zihui (Sherry) Xue · Romy Luo · Changan Chen · Kristen Grauman
[ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2206
PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models
Fanxu Meng · Zhaohui Wang · Muhan Zhang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4003
Sparse Bayesian Generative Modeling for Compressive Sensing
Benedikt Böck · Sadaf Syed · Wolfgang Utschick
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1000
Propensity Score Alignment of Unpaired Multimodal Data
Johnny Xi · Jana Osea · Zuheng Xu · Jason Hartford
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4409
ART: Automatic Red-teaming for Text-to-Image Models to Protect Benign Users
Guanlin Li · Kangjie Chen · Shudong Zhang · Jie Zhang · Tianwei Zhang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1203
Animate3D: Animating Any 3D Model with Multi-view Video Diffusion
Yanqin Jiang · Chaohui Yu · Chenjie Cao · Fan Wang · Weiming Hu · Jin Gao
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3500
Learning Representations for Hierarchies with Minimal Support
Benjamin Rozonoyer · Michael Boratko · Dhruvesh Patel · Wenlong Zhao · Shib Dasgupta · Hung Le · Andrew McCallum
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2910
Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach
Chaoxi Niu · Guansong Pang · Ling Chen · Bing Liu
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2201
How Sparse Can We Prune A Deep Network: A Fundamental Limit Perspective
Qiaozhe Zhang · Ruijie Zhang · Jun Sun · Yingzhuang Liu
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4100
Principled Bayesian Optimization in Collaboration with Human Experts
Wenjie Xu · Masaki Adachi · Colin Jones · Michael A Osborne
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2901
Can Large Language Models Analyze Graphs like Professionals? A Benchmark and Dataset
Xin Li · Weize Chen · Qizhi Chu · Haopeng Li · Zhaojun Sun · Ran Li · Chen Qian · Yiwei Wei · Chuan Shi · Zhiyuan Liu · Maosong Sun · Cheng Yang
[ Slides [ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2408
Are More LLM Calls All You Need? Towards the Scaling Properties of Compound AI Systems
Lingjiao Chen · Jared Quincy Davis · Boris Hanin · Peter Bailis · Ion Stoica · Matei A Zaharia · James Zou
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3300
Geometric-Averaged Preference Optimization for Soft Preference Labels
Hiroki Furuta · Kuang-Huei Lee · Shixiang (Shane) Gu · Yutaka Matsuo · Aleksandra Faust · Heiga Zen · Izzeddin Gur
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3805
Back to the Continuous Attractor
Ábel Ságodi · Guillermo Martín-Sánchez · Piotr Sokol · Memming Park
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3302
Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass
Ethan Shen · Alan Fan · Sarah Pratt · Jae Sung Park · Matthew Wallingford · Sham Kakade · Ari Holtzman · Ranjay Krishna · Ali Farhadi · Aditya Kusupati
[ Slides [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3608
Why the Metric Backbone Preserves Community Structure
Maximilien Dreveton · Charbel Chucri · Matthias Grossglauser · Patrick Thiran
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2310
Adversarial Schrödinger Bridge Matching
Nikita Gushchin · Daniil Selikhanovych · Sergei Kholkin · Evgeny Burnaev · Aleksandr Korotin
[ Slides [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1903
Counter-Current Learning: A Biologically Plausible Dual Network Approach for Deep Learning
Chia-Hsiang Kao · Bharath Hariharan
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2804
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks
Yusen Zhang · Ruoxi Sun · Yanfei Chen · Tomas Pfister · Rui Zhang · Sercan Arik
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1504
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization
Luca Eyring · Shyamgopal Karthik · Karsten Roth · Alexey Dosovitskiy · Zeynep Akata
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4002
BLoB: Bayesian Low-Rank Adaptation by Backpropagation for Large Language Models
Yibin Wang · Haizhou Shi · Ligong Han · Dimitris Metaxas · Hao Wang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4710
Data-Efficient Operator Learning via Unsupervised Pretraining and In-Context Learning
Wuyang Chen · Jialin Song · Pu Ren · Shashank Subramanian · Dmitriy Morozov · Michael Mahoney
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4211
MO-DDN: A Coarse-to-Fine Attribute-based Exploration Agent for Multi-Object Demand-driven Navigation
Hongcheng Wang · Peiqi Liu · Wenzhe Cai · Mingdong Wu · Zhengyu Qian · Hao Dong
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1300
DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection
Jia S Lim · Zhuoxiao Chen · Zhi Chen · Mahsa Baktashmotlagh · Xin Yu · Zi Huang · Yadan Luo
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2001
Discrete Dictionary-based Decomposition Layer for Structured Representation Learning
Taewon Park · Hyun-Chul Kim · Minho Lee
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1301
Dual-Diffusion for Binocular 3D Human Pose Estimation
Xiaoyue Wan · Zhuo Chen · Bingzhi Duan · Xu Zhao
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1302
When does perceptual alignment benefit vision representations?
Shobhita Sundaram · Stephanie Fu · Lukas Muttenthaler · Netanel Tamir · Lucy Chai · Simon Kornblith · Trevor Darrell · Phillip Isola
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3207
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction
Qianyue Hao · Jingyang Fan · Fengli Xu · Jian Yuan · Yong Li
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4811
Geometric Trajectory Diffusion Models
Jiaqi Han · Minkai Xu · Aaron Lou · Haotian Ye · Stefano Ermon
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2203
No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations
Walter Simoncini · Andrei Bursuc · Spyridon Gidaris · Yuki Asano
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3600
Hierarchical Visual Feature Aggregation for OCR-Free Document Understanding
JaeYoo Park · Jin Young Choi · Jeonghyung Park · Bohyung Han
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4210
Scaling Proprioceptive-Visual Learning with Heterogeneous Pre-trained Transformers
Lirui Wang · Xinlei Chen · Jialiang Zhao · Kaiming He
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4000
Gaussian Process Bandits for Top-k Recommendations
Mohit Yadav · Cameron Musco · Daniel Sheldon
[ Poster [ OpenReview
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1911
DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs
Haokun Lin · Haobo Xu · Yichen WU · Jingzhi Cui · Yingtao Zhang · Linzhan Mou · Linqi Song · Zhenan Sun · Ying Wei
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4201
Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting
Zongjiang Shang · Ling Chen · Binqing Wu · Dongliang Cui
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4403
Exploring Adversarial Robustness of Deep State Space Models
Biqing Qi · Yiang Luo · Junqi Gao · Pengfei Li · Kai Tian · Zhiyuan Ma · Bowen Zhou
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3303
AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data
Zifan Song · Yudong Wang · Wenwei Zhang · Kuikun Liu · Chengqi Lyu · Demin Song · Qipeng Guo · Hang Yan · Dahua Lin · Kai Chen · Cairong Zhao
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1905
Stepping on the Edge: Curvature Aware Learning Rate Tuners
Vincent Roulet · Atish Agarwala · Jean-Bastien Grill · Grzegorz Swirszcz · Mathieu Blondel · Fabian Pedregosa
[ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3700
Unveiling Encoder-Free Vision-Language Models
Haiwen Diao · Yufeng Cui · Xiaotong Li · Yueze Wang · Huchuan Lu · Xinlong Wang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3009
Deep Equilibrium Algorithmic Reasoning
Dobrik Georgiev · Joseph Wilson · Davide Buffelli · Pietro Lió
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4809
Universal Rates for Active Learning
Steve Hanneke · Amin Karbasi · Shay Moran · Grigoris Velegkas
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3308
Latent Paraphrasing: Perturbation on Layers Improves Knowledge Injection in Language Models
Minki Kang · Sung Ju Hwang · Gibbeum Lee · Jaewoong Cho
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4400
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
Yuanjie Shi · Subhankar Ghosh · Taha Belkhouja · Jana Doppa · Yan Yan
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4808
Confident Natural Policy Gradient for Local Planning in $q_\pi$-realizable Constrained MDPs
Tian Tian · Lin Yang · Csaba Szepesvari
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4500
DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency Domain
Fengpeng Li · Kemou Li · Haiwei Wu · Jinyu Tian · Jiantao Zhou
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1804
DiffAug: A Diffuse-and-Denoise Augmentation for Training Robust Classifiers
Chandramouli Shama Sastry · Sri Harsha Dumpala · Sageev Oore
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4300
Frequency-aware Generative Models for Multivariate Time Series Imputation
XINYU YANG · Yu Sun · Yuan xiaojie · Xinyang Chen
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2508
DreamSteerer: Enhancing Source Image Conditioned Editability using Personalized Diffusion Models
Zhengyang Yu · Zhaoyuan Yang · Jing Zhang
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2110
ProTransformer: Robustify Transformers via Plug-and-Play Paradigm
Zhichao Hou · Weizhi Gao · Yuchen Shen · Feiyi Wang · Xiaorui Liu
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3406
AGILE: A Novel Reinforcement Learning Framework of LLM Agents
Feng Peiyuan · Yichen He · Guanhua Huang · Yuan Lin · Hanchong Zhang · Yuchen Zhang · Hang Li
[ Poster [ OpenReview
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2509
Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models
Sangwoong Yoon · Himchan Hwang · Dohyun Kwon · Yung-Kyun Noh · Frank Park
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2504
Provable and Efficient Dataset Distillation for Kernel Ridge Regression
Yilan Chen · Wei Huang · Lily Weng
[ Slides [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4804
Generalized Protein Pocket Generation with Prior-Informed Flow Matching
ZAIXI ZHANG · Marinka Zitnik · Qi Liu
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2511
Self-Refining Diffusion Samplers: Enabling Parallelization via Parareal Iterations
Nikil Selvam · Amil Merchant · Stefano Ermon
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2611
MoLE: Enhancing Human-centric Text-to-image Diffusion via Mixture of Low-rank Experts
Jie Zhu · Yixiong Chen · Mingyu Ding · Ping Luo · Leye Wang · Jingdong Wang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3007
Pure Message Passing Can Estimate Common Neighbor for Link Prediction
Kaiwen Dong · Zhichun Guo · Nitesh Chawla
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4501
What If the Input is Expanded in OOD Detection?
Boxuan Zhang · Jianing Zhu · Zengmao Wang · Tongliang Liu · Bo Du · Bo Han
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2305
Cross-model Control: Improving Multiple Large Language Models in One-time Training
Jiayi Wu · Hao Sun · Hengyi Cai · Lixin Su · Shuaiqiang Wang · Dawei Yin · Xiang Li · Ming Gao
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2610
Discrete-state Continuous-time Diffusion for Graph Generation
Zhe Xu · Ruizhong Qiu · Yuzhong Chen · Huiyuan Chen · Xiran Fan · Menghai Pan · Zhichen Zeng · Mahashweta Das · Hanghang Tong
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4502
United We Stand, Divided We Fall: Fingerprinting Deep Neural Networks via Adversarial Trajectories
Tianlong Xu · Chen Wang · Gaoyang Liu · Yang Yang · Kai Peng · Wei Liu
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3607
The tree autoencoder model, with application to hierarchical data visualization
Miguel A. Carreira-Perpinan · Kuat Gazizov
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3501
Graph-based Unsupervised Disentangled Representation Learning via Multimodal Large Language Models
Baao Xie · Qiuyu Chen · Yunnan Wang · Zequn Zhang · Xin Jin · Wenjun Zeng
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4103
Hamiltonian Monte Carlo on ReLU Neural Networks is Inefficient
Vu Dinh · Lam Ho · Cuong V. Nguyen
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4503
Enhancing Multiple Dimensions of Trustworthiness in LLMs via Sparse Activation Control
Yuxin Xiao · Wan Chaoqun · Yonggang Zhang · Wenxiao Wang · Binbin Lin · Xiaofei He · Xu Shen · Jieping Ye
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1001
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
Julius Hense · Mina Jamshidi Idaji · Oliver Eberle · Thomas Schnake · Jonas Dippel · Laure Ciernik · Oliver Buchstab · Andreas Mock · Frederick Klauschen · Klaus-Robert Müller
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4801
BAN: Detecting Backdoors Activated by Neuron Noise
Xiaoyun Xu · Zhuoran Liu · Stefanos Koffas · Shujian Yu · Stjepan Picek
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4505
Fast yet Safe: Early-Exiting with Risk Control
Metod Jazbec · Alexander Timans · Tin Hadži Veljković · Kaspar Sakmann · Dan Zhang · Christian Andersson Naesseth · Eric Nalisnick
[ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1308
Multistable Shape from Shading Emerges from Patch Diffusion
Xinran Han · Todd Zickler · Ko Nishino
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3703
Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models
Yicheng Xu · Yuxin Chen · Jiahao Nie · Yusong Wang · HUIPING ZHUANG · Manabu Okumura
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3404
Convolutions and More as Einsum: A Tensor Network Perspective with Advances for Second-Order Methods
Felix Dangel
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1906
Training Binary Neural Networks via Gaussian Variational Inference and Low-Rank Semidefinite Programming
Lorenzo Orecchia · Jiawei Hu · Xue He · Wang Mark · Xulei Yang · Min Wu · Xue Geng
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2811
Generative Forests
Richard Nock · Mathieu Guillame-Bert
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2609
Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy
Hancheng Ye · Jiakang Yuan · Renqiu Xia · Xiangchao Yan · Tao Chen · Junchi Yan · Botian Shi · Bo Zhang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1506
Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference
Senmao Li · Taihang Hu · Joost van de Weijer · Fahad Shahbaz Khan · Tao Liu · Linxuan Li · Shiqi Yang · Yaxing Wang · Ming-Ming Cheng · jian Yang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3902
Learning Macroscopic Dynamics from Partial Microscopic Observations
Mengyi Chen · Qianxiao Li
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1309
A Unified Framework for 3D Scene Understanding
Wei Xu · Chunsheng Shi · Sifan Tu · Xin Zhou · Dingkang Liang · Xiang Bai
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1605
Geometric Exploitation for Indoor Panoramic Semantic Segmentation
Duc Cao Dinh · Seok Joon Kim · Kyusung Cho
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1507
Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models
Ziyi Wu · Yulia Rubanova · Rishabh Kabra · Drew Hudson · Igor Gilitschenski · Yusuf Aytar · Sjoerd van Steenkiste · Kelsey Allen · Thomas Kipf
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2311
Transcendence: Generative Models Can Outperform The Experts That Train Them
Edwin Zhang · Vincent Zhu · Naomi Saphra · Anat Kleiman · Benjamin Edelman · Milind Tambe · Sham Kakade · Eran Malach
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2302
Mission Impossible: A Statistical Perspective on Jailbreaking LLMs
Jingtong Su · Julia Kempe · Karen Ullrich
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3304
Discovering Preference Optimization Algorithms with and for Large Language Models
Chris Lu · Samuel Holt · Claudio Fanconi · Alex Chan · Jakob Foerster · Mihaela van der Schaar · Robert Lange
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2608
Leveraging Drift to Improve Sample Complexity of Variance Exploding Diffusion Models
Ruofeng Yang · Zhijie Wang · Bo Jiang · Shuai Li
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3204
The Factorization Curse: Which Tokens You Predict Underlie the Reversal Curse and More
Ouail Kitouni · Niklas S Nolte · Adina Williams · Michael Rabbat · Diane Bouchacourt · Mark Ibrahim
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2411
Metric Flow Matching for Smooth Interpolations on the Data Manifold
Kacper Kapusniak · Peter Potaptchik · Teodora Reu · Leo Zhang · Alexander Tong · Michael Bronstein · Joey Bose · Francesco Di Giovanni
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4506
TARP-VP: Towards Evaluation of Transferred Adversarial Robustness and Privacy on Label Mapping Visual Prompting Models
Zhen Chen · Yi Zhang · Fu Wang · Xingyu Zhao · Xiaowei Huang · Wenjie Ruan
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1311
R$^2$-Gaussian: Rectifying Radiative Gaussian Splatting for Tomographic Reconstruction
Ruyi Zha · Tao Jun Lin · Yuanhao Cai · Jiwen Cao · Yanhao Zhang · Hongdong Li
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3410
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection
Yi Zhu · Surya Koppisetti · Trang Tran · Gaurav Bharaj
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3305
Panacea: Pareto Alignment via Preference Adaptation for LLMs
Yifan Zhong · Chengdong Ma · Xiaoyuan Zhang · Ziran Yang · Haojun Chen · Qingfu Zhang · Siyuan Qi · Yaodong Yang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2210
Wormhole Loss for Partial Shape Matching
Amit Bracha · Thomas Dagès · Ron Kimmel
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1907
Alias-Free Mamba Neural Operator
Jianwei Zheng · Wei Li · Ni Xu · Junwei Zhu · XiaoxuLin · Xiaoqin Zhang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2006
Rough Transformers: Lightweight Continuous-Time Sequence Modelling with Path Signatures
Fernando Moreno-Pino · Alvaro Arroyo · Harrison Waldon · Xiaowen Dong · Alvaro Cartea
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4507
Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning
Yiming Wang · Pei Zhang · Baosong Yang · Derek Wong · Zhuosheng Zhang · Rui Wang
[ Slides [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3310
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models
Bernal Jimenez Gutierrez · Yiheng Shu · Yu Gu · Michihiro Yasunaga · Yu Su
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1100
RGFN: Synthesizable Molecular Generation Using GFlowNets
Michał Koziarski · Andrei Rekesh · Dmytro Shevchuk · Almer van der Sloot · Piotr Gaiński · Yoshua Bengio · Chenghao Liu · Mike Tyers · Robert Batey
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4011
Learning to Predict Structural Vibrations
Jan van Delden · Julius Schultz · Christopher Blech · Sabine Langer · Timo Lüddecke
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1508
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation
Bocheng · Yuhang Ma · wuliebucha · Shanyuan Liu · Ao Ma · Xiaoyu Wu · Dawei Leng · Yuhui Yin
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1411
Epipolar-Free 3D Gaussian Splatting for Generalizable Novel View Synthesis
Zhiyuan Min · Yawei Luo · Jianwen Sun · Yi Yang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3311
Agent Planning with World Knowledge Model
Shuofei Qiao · Runnan Fang · Ningyu Zhang · Yuqi Zhu · Xiang Chen · Shumin Deng · Yong Jiang · Pengjun Xie · Fei Huang · Huajun Chen
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2801
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback
Jian Guan · Wei Wu · zujie wen · Peng Xu · Hongning Wang · Minlie Huang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1909
MOTE-NAS: Multi-Objective Training-based Estimate for Efficient Neural Architecture Search
Yuming Zhang · Jun Hsieh · Xin Li · Ming-Ching Chang · Chun-Chieh Lee · Kuo-Chin Fan
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3804
Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification
Yihe Wang · Nan Huang · Taida Li · Yujun Yan · Xiang Zhang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2709
Cascade Speculative Drafting for Even Faster LLM Inference
Ziyi Chen · Xiaocong Yang · Jiacheng Lin · Chenkai Sun · Kevin Chang · Jie Huang
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4105
VISA: Variational Inference with Sequential Sample-Average Approximations
Heiko Zimmermann · Christian Andersson Naesseth · Jan-Willem van de Meent
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1710
OPEL: Optimal Transport Guided ProcedurE Learning
Sayeed Shafayet Chowdhury · Soumyadeep Chandra · Kaushik Roy
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2005
In-Context Learning with Transformers: Softmax Attention Adapts to Function Lipschitzness
Liam Collins · Advait Parulekar · Aryan Mokhtari · Sujay Sanghavi · Sanjay Shakkottai
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1910
Compressing Large Language Models using Low Rank and Low Precision Decomposition
Rajarshi Saha · Naomi Sagan · Varun Srivastava · Andrea Goldsmith · Mert Pilanci
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1706
MotionCraft: Physics-Based Zero-Shot Video Generation
Antonio Montanaro · Luca Savant Aira · Emanuele Aiello · Diego Valsesia · Enrico Magli
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3003
Deep Graph Mating
Yongcheng Jing · Seok-Hee Hong · Dacheng Tao
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2605
Improving the Training of Rectified Flows
Sangyun Lee · Zinan Lin · Giulia Fanti
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2100
Once Read is Enough: Domain-specific Pretraining-free Language Models with Cluster-guided Sparse Experts for Long-tail Domain Knowledge
Fang Dong · Mengyi Chen · Jixian Zhou · Yubin Shi · Yixuan Chen · Mingzhi Dong · Yujiang Wang · Dongsheng Li · Xiaochen Yang · Rui Zhu · Robert Dick · Qin Lv · Fan Yang · Tun Lu · Ning Gu · Li Shang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3109
Explanations that reveal all through the definition of encoding
Aahlad Manas Puli · Nhi Nguyen · Rajesh Ranganath
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4303
Task-oriented Time Series Imputation Evaluation via Generalized Representers
Zhixian Wang · Linxiao Yang · Liang Sun · Qingsong Wen · Yi Wang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4304
UniTS: A Unified Multi-Task Time Series Model
Shanghua Gao · Teddy Koker · Owen Queen · Tom Hartvigsen · Theodoros Tsiligkaridis · Marinka Zitnik
[ Slides [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1406
DiffSF: Diffusion Models for Scene Flow Estimation
Yushan Zhang · Bastian Wandt · Maria Magnusson · Michael Felsberg
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3800
Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution
Yizi Zhang · Yanchen Wang · Donato Jiménez-Benetó · Zixuan Wang · Mehdi Azabou · Blake Richards · Renee Tung · Olivier Winter · Brain Laboratory International · Eva Dyer · Liam Paninski · Cole Hurwitz
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2209
NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
Hao-Lun Sun · Lei Hsiung · Nandhini Chandramoorthy · Pin-Yu Chen · Tsung-Yi Ho
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1405
LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate
Anthony Fuller · Daniel Kyrollos · Yousef Yassin · James Green
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1509
Prompt-Agnostic Adversarial Perturbation for Customized Diffusion Models
Cong Wan · Yuhang He · Xiang Song · Yihong Gong
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3002
Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level
Runlin Lei · Yuwei Hu · Yuchen Ren · Zhewei Wei
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4923
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images
Zhecan Wang · Junzhang Liu · Chia-Wei Tang · Hani Alomari · Anushka Sivakumar · Rui Sun · Wenhao Li · Md. Atabuzzaman · Hammad Ayyubi · Haoxuan You · Alvi Md Ishmam · Kai-Wei Chang · Shih-Fu Chang · Christopher Thomas
[ Poster
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1510
PromptFix: You Prompt and We Fix the Photo
yongsheng yu · Ziyun Zeng · Hang Hua · Jianlong Fu · Jiebo Luo
[ Poster [ OpenReview
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2800
Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought
Qiguang Chen · Libo Qin · Jiaqi Wang · Jingxuan Zhou · Wanxiang Che
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1101
MSAGPT: Neural Prompting Protein Structure Prediction via MSA Generative Pre-Training
Bo Chen · Zhilei Bei · Xingyi Cheng · Pan Li · Jie Tang · Le Song
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1007
Sharing Key Semantics in Transformer Makes Efficient Image Restoration
Bin Ren · Yawei Li · Jingyun Liang · Rakesh Ranjan · Mengyuan Liu · Rita Cucchiara · Luc V Gool · Ming-Hsuan Yang · Nicu Sebe
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4208
HumanVLA: Towards Vision-Language Directed Object Rearrangement by Physical Humanoid
Xinyu Xu · Yizheng Zhang · Yong-Lu Li · Lei Han · Cewu Lu
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3707
Frieren: Efficient Video-to-Audio Generation Network with Rectified Flow Matching
Yongqi Wang · Wenxiang Guo · Rongjie Huang · Jiawei Huang · Zehan Wang · Fuming You · Ruiqi Li · Zhou Zhao
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3200
Spectral Editing of Activations for Large Language Model Alignment
Yifu QIU · Zheng Zhao · Yftah Ziser · Anna Korhonen · Edoardo Maria Ponti · Shay Cohen
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4204
Apathetic or Empathetic? Evaluating LLMs' Emotional Alignments with Humans
Jen-Tse Huang · Man Ho LAM · Eric John Li · Shujie Ren · Wenxuan Wang · Wenxiang Jiao · Zhaopeng Tu · Michael R Lyu
[ Slides [ Poster [ OpenReview
Oral Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2407
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
Chunlin Tian · Zhan Shi · Zhijiang Guo · Li Li · Cheng-Zhong Xu
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3708
Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs
Yuxuan Qiao · Haodong Duan · Xinyu Fang · Junming Yang · Lin Chen · Songyang Zhang · Jiaqi Wang · Dahua Lin · Kai Chen
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3709
4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities
Roman Bachmann · Oguzhan Fatih Kar · David Mizrahi · Ali Garjani · Mingfei Gao · David Griffiths · Jiaming Hu · Afshin Dehghan · Amir Zamir
[ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4508
Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense
Rui Min · Zeyu Qin · Nevin L. Zhang · Li Shen · Minhao Cheng
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3606
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach
Yarin Bar · Shalev Shaer · Yaniv Romano
[ Slides [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3000
GRANOLA: Adaptive Normalization for Graph Neural Networks
Moshe Eliasof · Beatrice Bevilacqua · Carola-Bibiane Schönlieb · Haggai Maron
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1600
Variational Multi-scale Representation for Estimating Uncertainty in 3D Gaussian Splatting
Ruiqi Li · Yiu-ming Cheung
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2803
Improving Deep Learning Optimization through Constrained Parameter Regularization
Jörg Franke · Michael Hefenbrock · Gregor Koehler · Frank Hutter
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3100
Graph Coarsening with Message-Passing Guarantees
Antonin Joly · Nicolas Keriven
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4006
Interaction-Force Transport Gradient Flows
Egor Gladin · Pavel Dvurechenskii · Alexander Mielke · Jia-Jie Zhu
[ Slides [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3203
Reranking Laws for Language Generation: A Communication-Theoretic Perspective
António Farinhas · Xiaocheng Li · André Martins
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3111
FFAM: Feature Factorization Activation Map for Explanation of 3D Detectors
Shuai Liu · Boyang Li · Zhiyu Fang · Mingyue Cui · Kai Huang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2602
Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis
Deepak Sridhar · Abhishek Peri · Rohith Rachala · Nuno Vasconcelos
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4101
Computation-Aware Gaussian Processes: Model Selection And Linear-Time Inference
Jonathan Wenger · Kaiwen Wu · Philipp Hennig · Jacob Gardner · Geoff Pleiss · John Cunningham
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3710
Unveiling the Tapestry of Consistency in Large Vision-Language Models
Yuan Zhang · Fei xiao · Tao Huang · Chun-Kai Fan · Hongyuan Dong · Jiawen Li · Jiacong Wang · Kuan Cheng · Shanghang Zhang · Haoyuan Guo
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2207
RAMP: Boosting Adversarial Robustness Against Multiple $l_p$ Perturbations for Universal Robustness
Enyi Jiang · Gagandeep Singh
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4509
Protecting Your LLMs with Information Bottleneck
Zichuan Liu · Zefan Wang · Linjie Xu · Jinyu Wang · Lei Song · Tianchun Wang · Chunlin Chen · Wei Cheng · Jiang Bian
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2004
Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics Discovery
Yue Yu · Ning Liu · Fei Lu · Tian Gao · Siavash Jafarzadeh · Stewart A Silling
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3904
PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices
Hanqing Zhu · Wenyan Cong · Guojin Chen · Shupeng Ning · Ray Chen · Jiaqi Gu · David Z. Pan
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2011
Convergence Analysis of Split Federated Learning on Heterogeneous Data
Pengchao Han · Chao Huang · Geng Tian · Ming Tang · Xin Liu
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2010
Incorporating Test-Time Optimization into Training with Dual Networks for Human Mesh Recovery
Yongwei Nie · Mingxian Fan · Chengjiang Long · Qing Zhang · Jian Zhu · Xuemiao Xu
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1401
Learning to Edit Visual Programs with Self-Supervision
R. Kenny Jones · Renhao Zhang · Aditya Ganeshan · Daniel Ritchie
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4205
Vision-Language Navigation with Energy-Based Policy
Rui Liu · Wenguan Wang · Yi Yang
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4510
Learning from Uncertain Data: From Possible Worlds to Possible Models
Jiongli Zhu · Su Feng · Boris Glavic · Babak Salimi
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1611
LG-VQ: Language-Guided Codebook Learning
Liang Guotao · Baoquan Zhang · Yaowei Wang · Yunming Ye · Xutao Li · Wanghuaibin · Luo Chuyao · kolaye · luolinfeng
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1603
Learning Segmentation from Point Trajectories
Laurynas Karazija · Iro Laina · Christian Rupprecht · Andrea Vedaldi
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2900
Can Language Models Learn to Skip Steps?
Tengxiao Liu · Qipeng Guo · Xiangkun Hu · Cheng Jiayang · Yue Zhang · Xipeng Qiu · Zheng Zhang
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4611
Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection
Geng Yu · Jianing Zhu · Jiangchao Yao · Bo Han
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4907
Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization
Zhikang Chen · Min Zhang · Sen Cui · Haoxuan Li · Gang Niu · Mingming Gong · Changshui Zhang · Kun Zhang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2102
Neural Experts: Mixture of Experts for Implicit Neural Representations
Yizhak Ben-Shabat · Chamin Hewa Koneputugodage · Sameera Ramasinghe · Stephen Gould
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2009
Scaling White-Box Transformers for Vision
Jinrui Yang · Xianhang Li · Druv Pai · Yuyin Zhou · Yi Ma · Yaodong Yu · Cihang Xie
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1005
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning
Keying Kuang · Frances Dean · Jack B. Jedlicki · David Ouyang · Anthony Philippakis · David Sontag · Ahmed Alaa
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4908
Multi-modal Transfer Learning between Biological Foundation Models
Juan Jose Garau-Luis · Patrick Bordes · Liam Gonzalez · Maša Roller · Bernardo de Almeida · Christopher Blum · Lorenz Hexemer · Stefan Laurent · Maren Lang · Thomas PIERROT · Guillaume Richard
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4909
Communication-Efficient Federated Group Distributionally Robust Optimization
Zhishuai Guo · Tianbao Yang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4610
FedGMark: Certifiably Robust Watermarking for Federated Graph Learning
Yuxin Yang · Qiang Li · Yuan Hong · Binghui Wang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1500
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation
Cédric ROMMEL · Victor Letzelter · Nermin Samet · Renaud Marlet · Matthieu Cord · Patrick Perez · Eduardo Valle
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4609
Aligning Large Language Models with Representation Editing: A Control Perspective
Lingkai Kong · Haorui Wang · Wenhao Mu · Yuanqi Du · Yuchen Zhuang · Yifei Zhou · Yue Song · Rongzhi Zhang · Kai Wang · Chao Zhang
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1610
Towards Understanding the Working Mechanism of Text-to-Image Diffusion Model
Mingyang Yi · Aoxue Li · Yi Xin · Zhenguo Li
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3510
TPR: Topology-Preserving Reservoirs for Generalized Zero-Shot Learning
Hui Chen · Yanbin Liu · Yongqiang Ma · Nanning Zheng · Xin Yu
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1501
Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization
Sanghyeob Song · Jaihyun Lew · Hyemi Jang · Sungroh Yoon
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2306
Rethinking Deep Thinking: Stable Learning of Algorithms using Lipschitz Constraints
Jay Bear · Adam Prugel-Bennett · Jonathon Hare
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1803
IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation
Fan Lin · Shuyi Xie · Yong Dai · Wenlin Yao · TianJiao Lang · Yu Zhang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4001
Hamiltonian Monte Carlo Inference of Marginalized Linear Mixed-Effects Models
Jinlin Lai · Daniel Sheldon · Justin Domke
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2710
Learning Distributions on Manifolds with Free-Form Flows
Peter Sorrenson · Felix Draxler · Armand Rousselot · Sander Hummerich · Ullrich Köthe
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3811
Linking In-context Learning in Transformers to Human Episodic Memory
Ji-An Li · Corey Zhou · Marcus Benna · Marcelo G Mattar
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4307
The Art of Saying No: Contextual Noncompliance in Language Models
Faeze Brahman · Sachin Kumar · Vidhisha Balachandran · Pradeep Dasigi · Valentina Pyatkin · Abhilasha Ravichander · Sarah Wiegreffe · Nouha Dziri · Khyathi Chandu · Jack Hessel · Yulia Tsvetkov · Noah Smith · Yejin Choi · Hannaneh Hajishirzi
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3909
Quantum Deep Equilibrium Models
Philipp Schleich · Marta Skreta · Lasse Kristensen · Rodrigo Vargas-Hernandez · Alan Aspuru-Guzik
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4306
MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models
Tessa Han · Aounon Kumar · Chirag Agarwal · Himabindu Lakkaraju
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3005
Distributed-Order Fractional Graph Operating Network
Kai Zhao · Xuhao Li · Qiyu Kang · Feng Ji · Qinxu Ding · Yanan Zhao · WENFEI LIANG · Wee Peng Tay
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1407
Rad-NeRF: Ray-decoupled Training of Neural Radiance Field
Lidong Guo · Xuefei Ning · Yonggan Fu · Tianchen Zhao · Zhuoliang Kang · Jincheng Yu · Yingyan (Celine) Lin · Yu Wang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3401
Entrywise error bounds for low-rank approximations of kernel matrices
Alexander Modell
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1400
Toward Approaches to Scalability in 3D Human Pose Estimation
Jun-Hui Kim · Seong-Whan Lee
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4207
Prediction with Action: Visual Policy Learning via Joint Denoising Process
Yanjiang Guo · Yucheng Hu · Jianke Zhang · Yen-Jen Wang · Xiaoyu Chen · Chaochao Lu · Jianyu Chen
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2603
Fast samplers for Inverse Problems in Iterative Refinement models
Kushagra Pandey · Ruihan Yang · Stephan Mandt
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2406
Identifiable Object-Centric Representation Learning via Probabilistic Slot Attention
Avinash Kori · Francesco Locatello · Ainkaran Santhirasekaram · Francesca Toni · Ben Glocker · Fabio De Sousa Ribeiro
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3001
Learning on Large Graphs using Intersecting Communities
Ben Finkelshtein · Ismail Ceylan · Michael Bronstein · Ron Levie
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4905
Identify Then Recommend: Towards Unsupervised Group Recommendation
Yue Liu · Shihao Zhu · Tianyuan Yang · Jian Ma · Wenliang Zhong
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4903
Human-Object Interaction Detection Collaborated with Large Relation-driven Diffusion Models
Liulei Li · Wenguan Wang · Yi Yang
[ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3705
Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration
Kaihang Pan · Zhaoyu Fan · Juncheng Li · Qifan Yu · Hao Fei · Siliang Tang · Richang Hong · Hanwang Zhang · QIANRU SUN
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4901
Customizing Language Models with Instance-wise LoRA for Sequential Recommendation
Xiaoyu Kong · Jiancan Wu · An Zhang · Leheng Sheng · Hui Lin · Xiang Wang · Xiangnan He
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1008
Detecting Bugs with Substantial Monetary Consequences by LLM and Rule-based Reasoning
Brian Zhang · Zhuo Zhang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4900
Fine-Grained Dynamic Framework for Bias-Variance Joint Optimization on Data Missing Not at Random
Mingming Ha · Taoxuewen · Wenfang Lin · QIONGXU MA · Wujiang Xu · Linxun Chen
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3704
Are We on the Right Way for Evaluating Large Vision-Language Models?
Lin Chen · Jinsong Li · Xiaoyi Dong · Pan Zhang · Yuhang Zang · Zehui Chen · Haodong Duan · Jiaqi Wang · Yu Qiao · Dahua Lin · Feng Zhao
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2000
PLIP: Language-Image Pre-training for Person Representation Learning
Jialong Zuo · Jiahao Hong · Feng Zhang · Changqian Yu · Hanyu Zhou · Changxin Gao · Nong Sang · Jingdong Wang
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3309
Knowledge Graph Completion by Intermediate Variables Regularization
Changyi Xiao · Yixin Cao
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1307
SuperVLAD: Compact and Robust Image Descriptors for Visual Place Recognition
Feng Lu · Xinyao Zhang · Canming Ye · Shuting Dong · Lijun Zhang · Xiangyuan Lan · Chun Yuan
[ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3405
Identifying Equivalent Training Dynamics
William Redman · Juan Bello-Rivas · Maria Fonoberova · Ryan Mohr · Yannis Kevrekidis · Igor Mezic
[ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1306
SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection
Yuxuan Li · Xiang Li · Weijie Li · Qibin Hou · Li Liu · Ming-Ming Cheng · Jian Yang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3502
Implicit Regularization Paths of Weighted Neural Representations
Jin-Hong Du · Pratik Patil
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3702
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models
Leyang Shen · Gongwei Chen · Rui Shao · Weili Guan · Liqiang Nie
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3008
Boosting Graph Pooling with Persistent Homology
Chaolong Ying · Xinjian Zhao · Tianshu Yu
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4806
$\textit{Bifr\"ost}$: 3D-Aware Image Compositing with Language Instructions
Lingxiao Li · Kaixiong Gong · Wei-Hong Li · xili dai · Tao Chen · Xiaojun Yuan · Xiangyu Yue
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3807
The Bayesian sampling in a canonical recurrent circuit with a diversity of inhibitory interneurons
Eryn Sale · Wenhao Zhang
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2111
Energy-based Hopfield Boosting for Out-of-Distribution Detection
Claus Hofmann · Simon Schmid · Bernhard Lehner · Daniel Klotz · Sepp Hochreiter
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4810
Alleviating Hallucinations in Large Vision-Language Models through Hallucination-Induced Optimization
Beitao Chen · Xinyu Lyu · Lianli Gao · Hengtao Shen · Jingkuan Song
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4200
DDN: Dual-domain Dynamic Normalization for Non-stationary Time Series Forecasting
Tao Dai · Beiliang Wu · Peiyuan Liu · Naiqi Li · Xue Yuerong · Shu-Tao Xia · Zexuan Zhu
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4802
Graph-based Uncertainty Metrics for Long-form Language Model Generations
Mingjian Jiang · Yangjun Ruan · Prasanna Sattigeri · Salim Roukos · Tatsunori Hashimoto
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1703
SF-V: Single Forward Video Generation Model
Zhixing Zhang · Yanyu Li · Yushu Wu · yanwu xu · Anil Kag · Ivan Skorokhodov · Willi Menapace · Aliaksandr Siarohin · Junli Cao · Dimitris Metaxas · Sergey Tulyakov · Jian Ren
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3601
Test-Time Dynamic Image Fusion
Bing Cao · Yinan Xia · Yi Ding · Changqing Zhang · Qinghua Hu
[ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2506
TFG: Unified Training-Free Guidance for Diffusion Models
Haotian Ye · Haowei Lin · Jiaqi Han · Minkai Xu · Sheng Liu · Yitao Liang · Jianzhu Ma · James Zou · Stefano Ermon
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2304
SLTrain: a sparse plus low rank approach for parameter and memory efficient pretraining
Andi Han · Jiaxiang Li · Wei Huang · Mingyi Hong · Akiko Takeda · Pratik Kumar Jawanpuria · Bamdev Mishra
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1200
Learning Disentangled Representations for Perceptual Point Cloud Quality Assessment via Mutual Information Minimization
Ziyu Shan · Yujie Zhang · Yipeng Liu · YILING XU
[ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3905
Probablistic Emulation of a Global Climate Model with Spherical DYffusion
Salva Rühling Cachay · Brian Henn · Oliver Watt-Meyer · Christopher S. Bretherton · Rose Yu
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2911
What Is Missing For Graph Homophily? Disentangling Graph Homophily For Graph Neural Networks
Yilun Zheng · Sitao Luan · Lihui Chen
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2308
Instruction Tuning With Loss Over Instructions
Zhengxiang Shi · Adam Yang · Bin Wu · Laurence Aitchison · Emine Yilmaz · Aldo Lipani
[ Slides [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1602
Model Sensitivity Aware Continual Learning
Zhenyi Wang · Heng Huang
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3810
$\textit{NeuroPath}$: A Neural Pathway Transformer for Joining the Dots of Human Connectomes
Ziquan Wei · Tingting Dan · Jiaqi Ding · Guorong Wu
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4308
Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs
Zhao Xu · Fan LIU · Hao Liu
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3610
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection
Haoyang He · Yuhu Bai · Jiangning Zhang · Qingdong He · Hongxu Chen · Zhenye Gan · Chengjie Wang · Xiangtai Li · Guanzhong Tian · Lei Xie
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1111
DistillNeRF: Perceiving 3D Scenes from Single-Glance Images by Distilling Neural Fields and Foundation Model Features
Letian Wang · Seung Wook Kim · Jiawei Yang · Cunjun Yu · Boris Ivanovic · Steven Waslander · Yue Wang · Sanja Fidler · Marco Pavone · Peter Karkus
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2908
Dissecting the Failure of Invariant Learning on Graphs
Qixun Wang · Yifei Wang · Yisen Wang · Xianghua Ying
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4701
Transfer Q-star : Principled Decoding for LLM Alignment
Souradip Chakraborty · Soumya Suvra Ghosal · Ming Yin · Dinesh Manocha · Mengdi Wang · Amrit Singh Bedi · Furong Huang
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4411
Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective
Yibo Miao · Yinpeng Dong · Jinlai Zhang · Lijia Yu · Xiao Yang · Xiao-Shan Gao
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4606
Distributed Sparse Regression via Penalization
Yao Ji · Gesualdo Scutari · Ying Sun · Harsha Honnappa
[ JMLR
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2903
Geometry Awakening: Cross-Geometry Learning Exhibits Superiority over Individual Structures
YADONG SUN · Xiaofeng Cao · Yu Wang · Wei Ye · Jingcai Guo · Qing Guo
[ Poster [ OpenReview
Spotlight Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4600
Multilingual Diversity Improves Vision-Language Representations
Thao Nguyen · Matthew Wallingford · Sebastin Santy · Wei-Chiu Ma · Sewoong Oh · Ludwig Schmidt · Pang Wei Koh · Ranjay Krishna
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1705
Fast and Memory-Efficient Video Diffusion Using Streamlined Inference
Zheng Zhan · Yushu Wu · Yifan Gong · Zichong Meng · Zhenglun Kong · Changdi Yang · Geng Yuan · Pu Zhao · Wei Niu · Yanzhi Wang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3907
Precipitation Downscaling with Spatiotemporal Video Diffusion
Prakhar Srivastava · Ruihan Yang · Gavin Kerrigan · Gideon Dresdner · Jeremy McGibbon · Christopher S. Bretherton · Stephan Mandt
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2211
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspective
Yeonsung Jung · Jaeyun Song · June Yong Yang · Jin-Hwa Kim · Sung-Yub Kim · Eunho Yang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2109
On the Scalability of Certified Adversarial Robustness with Generated Data
Thomas Altstidl · David Dobre · Arthur Kosmala · Bjoern Eskofier · Gauthier Gidel · Leo Schwinn
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2200
Learning and Transferring Sparse Contextual Bigrams with Linear Transformers
Yunwei Ren · Zixuan Wang · Jason Lee
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1205
Enhancing Feature Diversity Boosts Channel-Adaptive Vision Transformers
Chau Pham · Bryan Plummer
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4109
AED: Adaptable Error Detection for Few-shot Imitation Policy
Jia-Fong Yeh · Kuo-Han Hung · Pang-Chi Lo · Chi Ming Chung · Tsung-Han Wu · Hung-Ting Su · Yi-Ting Chen · Winston Hsu
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3711
LOVA3: Learning to Visual Question Answering, Asking and Assessment
Henry Hengyuan Zhao · Pan Zhou · Difei Gao · Zechen Bai · Mike Zheng Shou
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1402
Prune and Repaint: Content-Aware Image Retargeting for any Ratio
Feihong Shen · Chao Li · Yifeng Geng · Yongjian Deng · Hao Chen
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3006
HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning
Lu Bai · Zhuo Xu · Lixin Cui · Ming Li · Yue Wang · Edwin Hancock
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2410
Harmonizing Visual Text Comprehension and Generation
Zhen Zhao · Jingqun Tang · Binghong Wu · Chunhui Lin · Shu Wei · Hao Liu · Xin Tan · zhizhong zhang · Can Huang · Yuan Xie
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1310
GeoLRM: Geometry-Aware Large Reconstruction Model for High-Quality 3D Gaussian Generation
Chubin Zhang · Hongliang Song · Yi Wei · Chen Yu · Jiwen Lu · Yansong Tang
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1606
UniDSeg: Unified Cross-Domain 3D Semantic Segmentation via Visual Foundation Models Prior
Yao Wu · Mingwei Xing · Yachao Zhang · Xiaotong Luo · Yuan Xie · Yanyun Qu
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4008
Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing
David Perera · Victor Letzelter · Theo Mariotte · Adrien Cortes · Mickael Chen · Slim Essid · Gaël Richard
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4807
Open-Vocabulary Object Detection via Language Hierarchy
Jiaxing Huang · Jingyi Zhang · Kai Jiang · Shijian Lu
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4708
A Modular Conditional Diffusion Framework for Image Reconstruction
Magauiya Zhussip · Iaroslav Koshelev · Stamatios Lefkimmiatis
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4111
RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation
Jiaming Liu · Mengzhen Liu · Zhenyu Wang · Pengju An · Xiaoqi Li · Kaichen Zhou · Senqiao Yang · Renrui Zhang · Yandong Guo · Shanghang Zhang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2705
Universal In-Context Approximation By Prompting Fully Recurrent Models
Aleksandar Petrov · Tom Lamb · Alasdair Paren · Philip Torr · Adel Bibi
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3910
Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning
Yuxuan Ren · Dihan Zheng · Chang Liu · Peiran Jin · Yu Shi · Lin Huang · Jiyan He · Shengjie Luo · Tao Qin · Tie-Yan Liu
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3505
On Affine Homotopy between Language Encoders
Robin Chan · Reda Boumasmoud · Anej Svete · Yuxin Ren · Qipeng Guo · Zhijing Jin · Shauli Ravfogel · Mrinmaya Sachan · Bernhard Schölkopf · Mennatallah El-Assady · Ryan Cotterell
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1701
CV-VAE: A Compatible Video VAE for Latent Generative Video Models
Sijie Zhao · Yong Zhang · Xiaodong Cun · Shaoshu Yang · Muyao Niu · Xiaoyu Li · Wenbo HU · Ying Shan
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1809
Offline Behavior Distillation
Shiye Lei · Sen Zhang · Dacheng Tao
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2205
Learning from Pattern Completion: Self-supervised Controllable Generation
Zhiqiang Chen · Guofan Fan · Jinying Gao · Lei Ma · Bo Lei · Tiejun Huang · Shan Yu
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4311
A Swiss Army Knife for Heterogeneous Federated Learning: Flexible Coupling via Trace Norm
Tianchi Liao · Lele Fu · Jialong Chen · Zhen Wang · Zibin Zheng · Chuan Chen
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3011
A Foundation Model for Zero-shot Logical Query Reasoning
Michael Galkin · Jincheng Zhou · Bruno Ribeiro · Jian Tang · Zhaocheng Zhu
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Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4705
Neuro-Symbolic Data Generation for Math Reasoning
Zenan Li · Zhi Zhou · Yuan Yao · Xian Zhang · Yu-Feng Li · Chun Cao · Fan Yang · Xiaoxing Ma
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2909
Enhancing Chess Reinforcement Learning with Graph Representation
Tomas Rigaux · Hisashi Kashima
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2300
Improving Adaptivity via Over-Parameterization in Sequence Models
Yicheng Li · Qian Lin
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2405
IR-CM: The Fast and Universal Image Restoration Method Based on Consistency Model
Xiaoxuan Gong · Jie Ma
[ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2510
Stochastic Optimal Control for Diffusion Bridges in Function Spaces
Byoungwoo Park · Jungwon Choi · Sungbin Lim · Juho Lee
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3508
Disentangling and mitigating the impact of task similarity for continual learning
Naoki Hiratani
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4904
One for All: Multi-Domain Joint Training for Point Cloud Based 3D Object Detection
Zhenyu Wang · Ya-Li Li · Hengshuang Zhao · Shengjin Wang
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #2208
A theoretical design of concept sets: improving the predictability of concept bottleneck models
Max Ruiz Luyten · Mihaela van der Schaar
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #4910
Bridging Geometric States via Geometric Diffusion Bridge
Shengjie Luo · Yixian Xu · Di He · Shuxin Zheng · Tie-Yan Liu · Liwei Wang
[ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #3605
OwMatch: Conditional Self-Labeling with Consistency for Open-world Semi-Supervised Learning
Shengjie Niu · Lifan Lin · Jian Huang · Chao Wang
[ Slides [ Poster [ OpenReview
Poster
Thu Dec 12 11:00 AM -- 02:00 PM (PST) @ East Exhibit Hall A-C #1604
A Simple Image Segmentation Framework via In-Context Examples
Yang Liu · Chenchen Jing · Hengtao Li · Muzhi Zhu · Hao Chen · Xinlong Wang · Chunhua Shen
[ Slides [ Poster [ OpenReview