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Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
scSplit: Bringing Severity Cognizance to Image Decomposition in Fluorescence Microscopy
Ashesh Ashesh ⋅ Florian Jug
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
TRUST: Test-Time Refinement using Uncertainty-Guided SSM Traverses
Sahar Dastani ⋅ Ali Bahri ⋅ Gustavo Vargas Hakim ⋅ Moslem Yazdanpanah ⋅ Mehrdad Noori ⋅ David OSOWIECHI ⋅ Samuel Barbeau ⋅ Ismail Ayed ⋅ Herve Lombaert ⋅ Christian Desrosiers
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
$\texttt{STRCMP}$: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization
Xijun Li ⋅ Jiexiang Yang ⋅ Jinghao Wang ⋅ Bo Peng ⋅ Jianguo Yao ⋅ Haibing Guan
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
PointMAC: Meta-Learned Adaptation for Robust Test-Time Point Cloud Completion
Linlian Jiang ⋅ Rui Ma ⋅ Li Gu ⋅ Ziqiang Wang ⋅ Xinxin Zuo ⋅ Yang Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
BNMusic: Blending Environmental Noises into Personalized Music
Chi Zuo ⋅ Martin Møller ⋅ Pablo Martínez-Nuevo ⋅ Huayang Huang ⋅ Yu Wu ⋅ Ye Zhu
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Can Class-Priors Help Single-Positive Multi-Label Learning?
Biao Liu ⋅ Ning Xu ⋅ Jie Wang ⋅ Xin Geng
[ Slides [ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Gradient Variance Reveals Failure Modes in Flow-Based Generative Models
Teodora Reu ⋅ Sixtine Dromigny ⋅ Michael Bronstein ⋅ Francisco Vargas
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Enhancing Temporal Understanding in Video-LLMs through Stacked Temporal Attention in Vision Encoders
Leibniz University Hannover, L3S Research Center Ali Rasekh ⋅ Erfan Soula ⋅ Omid Daliran ⋅ Simon Gottschalk ⋅ Mohsen Fayyaz
[ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Strassen Attention, Split VC Dimension and Compositionality in Transformers
Alexander Kozachinskiy ⋅ Felipe Urrutia ⋅ Hector Orellana ⋅ Tomasz Steifer ⋅ Germán Pizarro ⋅ Matías Fuentes ⋅ Francisco Meza Vásquez ⋅ Cristian Buc Calderon ⋅ Cristobal Rojas
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
MoniTor: Exploiting Large Language Models with Instruction for Online Video Anomaly Detection
shengtian yang ⋅ Yue Feng ⋅ Yingshi Liu ⋅ Jingrou Zhang ⋅ Jie Qin
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
$\epsilon$-Seg: Sparsely Supervised Semantic Segmentation of Microscopy Data
Sheida Rahnamai Kordasiabi ⋅ Damian Nogare ⋅ Florian Jug
[ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
AugGen: Synthetic Augmentation using Diffusion Models Can Improve Recognition
Parsa Rahimi ⋅ Damien Teney ⋅ Sébastien Marcel
[ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
A Learning-Augmented Approach to Online Allocation Problems
Ilan Cohen ⋅ Debmalya Panigrahi
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
The Promise of RL for Autoregressive Image Editing
Saba Ahmadi ⋅ Rabiul Awal ⋅ Ankur Sikarwar ⋅ Amirhossein Kazemnejad ⋅ Ge Ya Luo ⋅ Juan Rodriguez ⋅ Sai Rajeswar Mudumba ⋅ Siva Reddy ⋅ Chris Pal ⋅ Benno Krojer ⋅ Aishwarya Agrawal
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 7
Abstract Counterfactuals for Language Model Agents
Edoardo Pona ⋅ Milad Kazemi ⋅ Yali Du ⋅ David Watson ⋅ Nicola Paoletti
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Feature Distillation is the Better Choice for Model-Heterogeneous Federated Learning
Yichen Li ⋅ Xiuying Wang ⋅ Wenchao Xu ⋅ Haozhao Wang ⋅ Yining Qi ⋅ Jiahua Dong ⋅ Ruixuan Li
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Attack by Yourself: Effective and Unnoticeable Multi-Category Graph Backdoor Attacks with Subgraph Triggers Pool
Jiangtong Li ⋅ Dongyi Liu ⋅ Kun Zhu ⋅ Dawei Cheng ⋅ changjun jiang
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
On the VC dimension of deep group convolutional neural networks
Anna Sepliarskaia ⋅ Sophie Langer ⋅ Johannes Schmidt-Hieber
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Manipulating Feature Visualizations with Gradient Slingshots
Dilyara Bareeva ⋅ Marina Höhne ⋅ Alexander Warnecke ⋅ Lukas Pirch ⋅ Klaus-Robert Müller ⋅ Konrad Rieck ⋅ Sebastian Lapuschkin ⋅ Kirill Bykov
[ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Enhancing Sample Selection Against Label Noise by Cutting Mislabeled Easy Examples
Suqin Yuan ⋅ Lei Feng ⋅ Bo Han ⋅ Tongliang Liu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
GRAVER: Generative Graph Vocabularies for Robust Graph Foundation Models Fine-tuning
Haonan Yuan ⋅ Qingyun Sun ⋅ Junhua Shi ⋅ Xingcheng Fu ⋅ Bryan Hooi ⋅ Jianxin Li ⋅ Philip S Yu
[ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 1
Majority of the Bests: Improving Best-of-N via Bootstrapping
Amin Rakhsha ⋅ Kanika Madan ⋅ Tianyu Zhang ⋅ Amir-massoud Farahmand ⋅ Amir Khasahmadi
[ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Exploring Semantic-constrained Adversarial Example with Instruction Uncertainty Reduction
Jin Hu ⋅ Jiakai Wang ⋅ linna Jing ⋅ Haolin Li ⋅ Liu haodong ⋅ Haotong Qin ⋅ Aishan Liu ⋅ Ke Xu ⋅ Xianglong Liu
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
TreeSplat: Mergeable Tree for Deformable Gaussian Splatting
Qiuhong Shen ⋅ Xingyi Yang ⋅ Xinchao Wang
[ OpenReview
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Spatial Understanding from Videos: Structured Prompts Meet Simulation Data
Haoyu Zhang ⋅ Meng Liu ⋅ Zaijing Li ⋅ Haokun Wen ⋅ Weili Guan ⋅ Yaowei Wang ⋅ Liqiang Nie
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
One Sample is Enough to Make Conformal Prediction Robust
Soroush H. Zargarbashi ⋅ Mohammad Sadegh Akhondzadeh ⋅ Aleksandar Bojchevski
[ OpenReview
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
DERD-Net: Learning Depth from Event-based Ray Densities
Diego de Oliveira Hitzges ⋅ Suman Ghosh ⋅ Guillermo Gallego
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 3
Token Perturbation Guidance for Diffusion Models
Javad Rajabi ⋅ Soroush Mehraban ⋅ Seyedmorteza Sadat ⋅ Babak Taati
[ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Mixtures of Subspaces for Bandwidth Efficient Context Parallel Training
Sameera Ramasinghe ⋅ Thalaiyasingam Ajanthan ⋅ Hadi Mohaghegh Dolatabadi ⋅ Gil Avraham ⋅ Violetta Shevchenko ⋅ Yan Zuo ⋅ Chamin P Hewa Koneputugodage ⋅ Alexander Long
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 2
NegoCollab: A Common Representation Negotiation Approach for Heterogeneous Collaborative Perception
CONGZHANG SHAO ⋅ Quan Yuan ⋅ Guiyang Luo ⋅ Yue Hu ⋅ Danni Wang ⋅ Liu Yilin ⋅ Rui Pan ⋅ Bo Chen ⋅ Jinglin Li
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 8
SPARKE: Scalable Prompt-Aware Diversity and Novelty Guidance in Diffusion Models via RKE Score
Mohammad Jalali ⋅ Haoyu Lei ⋅ Amin Gohari ⋅ Farzan Farnia
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
BADiff: Bandwidth Adaptive Diffusion Model
Xi Zhang ⋅ Hanwei Zhu ⋅ Yan Zhong ⋅ Jiamang Wang ⋅ Weisi Lin
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Relaxing partition admissibility in Cluster-DAGs: a causal calculus with arbitrary variable clustering
Clément Yvernes ⋅ Emilie Devijver ⋅ Adèle Ribeiro ⋅ Marianne Clausel ⋅ Eric Gaussier
[ OpenReview
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Understanding Prompt Tuning and In-Context Learning via Meta-Learning
Tim Genewein ⋅ Kevin Li ⋅ Jordi Grau-Moya ⋅ Anian Ruoss ⋅ Laurent Orseau ⋅ Marcus Hutter
[ Poster [ OpenReview
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 5
Beyond Scalar Rewards: An Axiomatic Framework for Lexicographic MDPs
Mehran Shakerinava ⋅ Siamak Ravanbakhsh ⋅ Adam Oberman
[ OpenReview
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Predictable Scale (Part II) --- Farseer: A Refined Scaling Law in LLMs
Houyi Li ⋅ Wenzhen Zheng ⋅ Qiufeng Wang ⋅ Zhenyu Ding ⋅ Haoying Wang ⋅ Zili Wang ⋅ Shijie Xuyang ⋅ Ning DING ⋅ Shuigeng Zhou ⋅ Xiangyu Zhang ⋅ Daxin Jiang
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Non-convex entropic mean-field optimization via Best Response flow
Razvan-Andrei Lascu ⋅ Mateusz Majka
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Global Minimizers of $\ell^p$-Regularized Objectives Yield the Sparsest ReLU Neural Networks
Julia Nakhleh ⋅ Robert Nowak
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Learning Simple Interpolants for Linear Integer Arithmetic
Minchao Wu ⋅ Naoki Kobayashi
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 4
Reconstructing Heterogeneous Biomolecules via Hierarchical Gaussian Mixtures and Part Discovery
Shayan Shekarforoush ⋅ David Lindell ⋅ Marcus Brubaker ⋅ David Fleet
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Constant Bit-size Transformers Are Turing Complete
Qian Li ⋅ Yuyi Wang
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 6
Tight Lower Bounds and Improved Convergence in Performative Prediction
Pedram Khorsandi ⋅ Rushil Gupta ⋅ Mehrnaz Mofakhami ⋅ Simon Lacoste-Julien ⋅ Gauthier Gidel
[ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Capturing Individual Human Preferences with Reward Features
Andre Barreto ⋅ Vincent Dumoulin ⋅ Yiran Mao ⋅ Mark Rowland ⋅ Nicolas Perez-Nieves ⋅ Bobak Shahriari ⋅ Yann Dauphin ⋅ Doina Precup ⋅ Hugo Larochelle
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Uncertainty-Aware Multi-Objective Reinforcement Learning-Guided Diffusion Models for 3D De Novo Molecular Design
Lianghong Chen ⋅ Dongkyu Kim ⋅ Mike Domaratzki ⋅ Pingzhao Hu
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Adaptive Sigmoid Clipping for Balancing the Direction–Magnitude Mismatch Trade-off in Differentially Private Learning
Faeze Moradi Kalarde ⋅ Ali Bereyhi ⋅ Ben Liang ⋅ Min Dong
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
ChemX: A Collection of Chemistry Datasets for Benchmarking Automated Information Extraction
Anastasia Vepreva · Julia Razlivina · Mariia Eremeyeva · Nina Gubina · Anastasia Orlova · Aleksei Dmitrenko · Kapranova Xenia · Susan Jyakhwo · Nikita Vasilev · Arsen Sarkisyan · Ivan Chernyshov · Vladimir Vinogradov · Andrei Dmitrenko
[ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Physics-informed Reduced Order Modeling of Time-dependent PDEs via Differentiable Solvers
Nima Hosseini Dashtbayaz ⋅ Hesam Salehipour ⋅ Adrian Butscher ⋅ Nigel Morris
[ Slides [ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
CHPO: Constrained Hybrid-action Policy Optimization for Reinforcement Learning
ao zhou ⋅ Jiayi Guan ⋅ Li Shen ⋅ Fan Lu ⋅ Sanqing Qu ⋅ Junqiao Zhao ⋅ Ziqiao Wang ⋅ Ya Wu ⋅ Guang Chen
[ Poster [ OpenReview
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Care-PD: A Multi-Site Anonymized Clinical Dataset for Parkinson’s Disease Gait Assessment
Vida Adeli · Ivan Klabučar · Javad Rajabi · Benjamin Filtjens · Soroush Mehraban · Diwei Wang · Trung Hieu Hoang · Minh Do · Hyewon Seo · Candice MULLER · Daniel Coelho · Claudia de Oliveira · Pieter Ginis · Moran Gilat · Alice Nieuwboer · Joke Spildooren · J. Mckay · Hyeokhyen Kwon · Gari Clifford · Christine Esper · Stewart Factor · Imari Genias · Amirhossein Dadashzadeh · Leia Shum · Alan Whone · Majid Mirmehdi · Andrea Iaboni · Babak Taati
[ Slides [ Poster [ OpenReview