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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
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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
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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
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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
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Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 7
Abstract Counterfactuals for Language Model Agents
Edoardo Pona · Milad Kazemi Mehrabadi · Yali Du · David Watson · Nicola Paoletti
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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
Ali Rasekh · Erfan Soula · Omid Daliran · Simon Gottschalk · Mohsen Fayyaz
[ OpenReview
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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 Hewa Koneputugodage · Alexander Long
[ Poster [ OpenReview
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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
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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
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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
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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
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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
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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