Skip to yearly menu bar Skip to main content


(289 events)   Timezone:  
Show all
Toggle Poster Visibility
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #174
Order-Preserving GFlowNets
Yihang Chen · Lukas Mauch
[ Slides [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #11
DeepSPF: Spherical SO(3)-Equivariant Patches for Scan-to-CAD Estimation
Driton Salihu · Adam Misik · Yuankai Wu · Constantin Patsch · Fabian Seguel · Eckehard Steinbach
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #10
AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?
Qi Zhao · Shijie Wang · Ce Zhang · Changcheng Fu · Minh Quan Do · Nakul Agarwal · Kwonjoon Lee · Chen Sun
[ Slides [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #139
Language Modeling Is Compression
Gregoire Deletang · Anian Ruoss · Paul-Ambroise Duquenne · Elliot Catt · Tim Genewein · Christopher Mattern · Jordi Grau-Moya · Li Kevin Wenliang · Matthew Aitchison · Laurent Orseau · Marcus Hutter · Joel Veness
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #283
Reverse Forward Curriculum Learning for Extreme Sample and Demo Efficiency
Stone Tao · Arth Shukla · Tse-kai Chan · Hao Su
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #38
A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models
Enshu Liu · Xuefei Ning · Huazhong Yang · Yu Wang
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #56
ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation
Jiaming Liu · Senqiao Yang · Peidong Jia · Renrui Zhang · Ming Lu · Yandong Guo · Wei Xue · Shanghang Zhang
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #98
What's In My Big Data?
Yanai Elazar · Akshita Bhagia · Ian Magnusson · Abhilasha Ravichander · Dustin Schwenk · Alane Suhr · Pete Walsh · Dirk Groeneveld · Luca Soldaini · Sameer Singh · Hannaneh Hajishirzi · Noah Smith · Jesse Dodge
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #15
Win-Win: Training High-Resolution Vision Transformers from Two Windows
Vincent Leroy · Jerome Revaud · Thomas Lucas · Philippe Weinzaepfel
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #99
Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior
Ashmit Khandelwal · Aditya Agrawal · Aanisha Bhattacharyya · Yaman Singla · Somesh Singh · Uttaran Bhattacharya · Ishita Dasgupta · Stefano Petrangeli · Rajiv Ratn Shah · Changyou Chen · Balaji Krishnamurthy
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #153
Neur2RO: Neural Two-Stage Robust Optimization
Justin Dumouchelle · Esther Julien · Jannis Kurtz · Elias Khalil
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #203
Beating Price of Anarchy and Gradient Descent without Regret in Potential Games
Iosif Sakos · Stefanos Leonardos · Stelios Stavroulakis · William Overman · Ioannis Panageas · Georgios Piliouras
[ Slides [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #52
Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips
Man Yao · Jiakui Hu · Tianxiang Hu · Yifan Xu · Zhaokun Zhou · Yonghong Tian · Bo XU · Guoqi Li
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #170
Scalable Diffusion for Materials Generation
Sherry Yang · Kwanghwan Cho · Amil Merchant · Pieter Abbeel · Dale Schuurmans · Igor Mordatch · Ekin Cubuk
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #243
Online Stabilization of Spiking Neural Networks
Yaoyu Zhu · Jianhao Ding · Tiejun Huang · Xiaodong Xie · Zhaofei Yu
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #259
Blending Imitation and Reinforcement Learning for Robust Policy Improvement
Xuefeng Liu · Takuma Yoneda · Rick Stevens · Matthew Walter · Yuxin Chen
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #261
Latent Trajectory Learning for Limited Timestamps under Distribution Shift over Time
Qiuhao Zeng · Changjian Shui · Long-Kai Huang · Peng Liu · Xi Chen · Charles Ling · Boyu Wang
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #94
Looped Transformers are Better at Learning Learning Algorithms
Liu Yang · Kangwook Lee · Robert Nowak · Dimitris Papailiopoulos
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #214
Differentially Private SGD Without Clipping Bias: An Error-Feedback Approach
Xinwei Zhang · Zhiqi Bu · Steven Wu · Mingyi Hong
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #157
Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX
Clément Bonnet · Daniel Luo · Donal Byrne · Shikha Surana · Sasha Abramowitz · Paul Duckworth · Vincent Coyette · Laurence Midgley · Elshadai Tegegn · Tristan Kalloniatis · Omayma Mahjoub · Matthew Macfarlane · Andries Smit · Nathan Grinsztajn · Raphael Boige · Cemlyn Waters · Mohamed Ali Mimouni · Ulrich Mbou Sob · Ruan de Kock · Siddarth Singh · Daniel Furelos-Blanco · Victor Le · Arnu Pretorius · Alexandre Laterre
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #220
Teach LLMs to Phish: Stealing Private Information from Language Models
Ashwinee Panda · Christopher A. Choquette-Choo · Zhengming Zhang · Yaoqing Yang · Prateek Mittal
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #226
Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!
Xiangyu Qi · Yi Zeng · Tinghao Xie · Pin-Yu Chen · Ruoxi Jia · Prateek Mittal · Peter Henderson
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #142
Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations
Giovanni De Felice · Andrea Cini · Daniele Zambon · Vladimir Gusev · Cesare Alippi
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #281
Grokking as the transition from lazy to rich training dynamics
Tanishq Kumar · Blake Bordelon · Samuel Gershman · Cengiz Pehlevan
[ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #43
Single Motion Diffusion
Sigal Raab · Inbal Leibovitch · Guy Tevet · Moab Arar · Amit Bermano · Daniel Cohen-Or
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #81
HypeBoy: Generative Self-Supervised Representation Learning on Hypergraphs
Sunwoo Kim · Shinhwan Kang · Fanchen Bu · Soo Yong Lee · Jaemin Yoo · Kijung Shin
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #168
In-context Exploration-Exploitation for Reinforcement Learning
Zhenwen Dai · Federico Tomasi · Sina Ghiassian
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #26
DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation
Bowen Yin · Xuying Zhang · Zhong-Yu Li · Li Liu · Ming-Ming Cheng · Qibin Hou
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #119
Investigating the Benefits of Projection Head for Representation Learning
Yihao Xue · Eric Gan · Jiayi Ni · Siddharth Joshi · Baharan Mirzasoleiman
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #177
DP-SGD Without Clipping: The Lipschitz Neural Network Way
Louis Béthune · Thomas Massena · Thibaut Boissin · Aurélien Bellet · Franck Mamalet · Yannick Prudent · Corentin Friedrich · Mathieu Serrurier · David Vigouroux
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #257
Leave-one-out Distinguishability in Machine Learning
Jiayuan Ye · Anastasia Borovykh · Soufiane Hayou · Reza Shokri
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #294
The Hidden Language of Diffusion Models
Hila Chefer · Oran Lang · Mor Geva · Volodymyr Polosukhin · Assaf Shocher · michal Irani · Inbar Mosseri · Lior Wolf
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #90
Coeditor: Leveraging Repo-level Diffs for Code Auto-editing
Jiayi Wei · Greg Durrett · Isil Dillig
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #76
Quality-Diversity through AI Feedback
Herbie Bradley · Andrew Dai · Hannah Teufel · Jenny Zhang · Koen Oostermeijer · Marco Bellagente · Jeff Clune · Kenneth Stanley · G. Schott · Joel Lehman
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #61
TOSS: High-quality Text-guided Novel View Synthesis from a Single Image
Yukai Shi · Jianan Wang · He CAO · Boshi Tang · Xianbiao Qi · Tianyu Yang · Yukun Huang · Shilong Liu · Lei Zhang · Heung-Yeung Shum
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #30
Learning Flexible Body Collision Dynamics with Hierarchical Contact Mesh Transformer
Youn-Yeol Yu · Jeongwhan Choi · Woojin Cho · Kookjin Lee · Nayong Kim · Kiseok Chang · ChangSeung Woo · ILHO KIM · SeokWoo Lee · Joon Young Yang · SOOYOUNG YOON · Noseong Park
[ Slides [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #69
Periodicity Decoupling Framework for Long-term Series Forecasting
Tao Dai · Beiliang Wu · Peiyuan Liu · Naiqi Li · Jigang Bao · Yong Jiang · Shu-Tao Xia
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #136
Think before you speak: Training Language Models With Pause Tokens
Sachin Goyal · Ziwei Ji · Ankit Singh Rawat · Aditya Krishna Menon · Sanjiv Kumar · Vaishnavh Nagarajan
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #193
Counterfactual Density Estimation using Kernel Stein Discrepancies
Diego Martinez-Taboada · Edward Kennedy
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #114
Tensor Trust: Interpretable Prompt Injection Attacks from an Online Game
Sam Toyer · Olivia Watkins · Ethan Mendes · Justin Svegliato · Luke Bailey · Tiffany Wang · Isaac Ong · Karim Elmaaroufi · Pieter Abbeel · trevor darrell · Alan Ritter · Stuart Russell
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #68
Generative Pre-training for Speech with Flow Matching
Alexander Liu · Matthew Le · Apoorv Vyas · Bowen Shi · Andros Tjandra · Wei-Ning Hsu
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #79
TEDDY: Trimming Edges with Degree-based Discrimination Strategy
Hyunjin Seo · Jihun Yun · Eunho Yang
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #53
AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model
Zibin Dong · Yifu Yuan · Jianye HAO · Fei Ni · Yao Mu · YAN ZHENG · Yujing Hu · Tangjie Lv · Changjie Fan · Zhipeng Hu
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #186
Variance-enlarged Poisson Learning for Graph-based Semi-Supervised Learning with Extremely Sparse Labeled Data
Xiong Zhou · Xianming Liu · Hao Yu · Jialiang Wang · Zeke Xie · Junjun Jiang · Xiangyang Ji
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #97
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing
Xinyu Hu · Pengfei Tang · Simiao Zuo · Zihan Wang · Bowen Song · Qiang Lou · Jian Jiao · Denis Charles
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #178
Numerical Accounting in the Shuffle Model of Differential Privacy
Antti Koskela · Antti Honkela · Mikko Heikkilä
[ Poster
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #91
L2MAC: Large Language Model Automatic Computer for Extensive Code Generation
Samuel Holt · Max Ruiz Luyten · Mihaela van der Schaar
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #209
Domain constraints improve risk prediction when outcome data is missing
Sidhika Balachandar · Nikhil Garg · Emma Pierson
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #166
Skill or Luck? Return Decomposition via Advantage Functions
Hsiao-Ru Pan · Bernhard Schoelkopf
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #222
Attention Satisfies: A Constraint-Satisfaction Lens on Factual Errors of Language Models
Mert Yuksekgonul · Varun Chandrasekaran · Erik Jones · Suriya Gunasekar · Ranjita Naik · Hamid Palangi · Ece Kamar · Besmira Nushi
[ Slides [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #115
Realistic Evaluation of Semi-supervised Learning Algorithms in Open Environments
Lin-Han Jia · Lan-Zhe Guo · Zhi Zhou · Yu-Feng Li
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #67
Achieving Human Parity in Content-Grounded Datasets Generation
Asaf Yehudai · Boaz Carmeli · Yosi Mass · Ofir Arviv · Nathaniel Mills · Eyal Shnarch · Leshem Choshen
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #224
FairerCLIP: Debiasing CLIP's Zero-Shot Predictions using Functions in RKHSs
Sepehr Dehdashtian · Lan Wang · Vishnu Boddeti
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #62
Spatio-Temporal Approximation: A Training-Free SNN Conversion for Transformers
Yizhou Jiang · Kunlin Hu · Tianren Zhang · Haichuan Gao · Yuqian Liu · Ying Fang · Feng Chen
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #18
Towards Category Unification of 3D Single Object Tracking on Point Clouds
Jiahao Nie · Zhiwei He · Xudong Lv · Xueyi Zhou · Dong-Kyu Chae · Fei Xie
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #244
AlpaGasus: Training a Better Alpaca with Fewer Data
Lichang Chen · Shiyang Li · Jun Yan · Hai Wang · Kalpa Gunaratna · Vikas Yadav · Zheng Tang · Vijay Srinivasan · Tianyi Zhou · Heng Huang · Hongxia Jin
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #211
Learning from Aggregate responses: Instance Level versus Bag Level Loss Functions
Adel Javanmard · Lin Chen · Vahab Mirrokni · Ashwinkumar Badanidiyuru · Gang Fu
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #84
StructComp: Substituting propagation with Structural Compression in Training Graph Contrastive Learning
Shengzhong Zhang · Wenjie Yang · Xinyuan Cao · Hongwei Zhang · Zengfeng Huang
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #100
Debiasing Algorithm through Model Adaptation
Tomasz Limisiewicz · David Mareček · Tomáš Musil
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #60
Causally Aligned Curriculum Learning
Mingxuan Li · Junzhe Zhang · Elias Bareinboim
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #125
Cycle Consistency Driven Object Discovery
Aniket Rajiv Didolkar · Anirudh Goyal · Yoshua Bengio
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #129
Leveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control
Neehal Tumma · Mathias Lechner · Noel Loo · Ramin Hasani · Daniela Rus
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #267
Understanding In-Context Learning from Repetitions
Jianhao (Elliott) Yan · Jin Xu · Chiyu Song · Chenming Wu · Yafu Li · Yue Zhang
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #48
Training Unbiased Diffusion Models From Biased Dataset
Yeongmin Kim · Byeonghu Na · Minsang Park · JoonHo Jang · Dongjun Kim · Wanmo Kang · Il-chul Moon
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #149
A Precise Characterization of SGD Stability Using Loss Surface Geometry
Gregory Dexter · Borja Ocejo · Sathiya Keerthi · Aman Gupta · Ayan Acharya · Rajiv Khanna
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #190
MOFI: Learning Image Representations from Noisy Entity Annotated Images
Wentao Wu · Aleksei Timofeev · Chen Chen · Bowen Zhang · Kun Duan · Shuangning Liu · Yantao Zheng · Jonathon Shlens · Xianzhi Du · Yinfei Yang
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #181
Sample-Efficient Linear Representation Learning from Non-IID Non-Isotropic Data
Thomas T. Zhang · Leonardo Felipe Toso · James Anderson · Nikolai Matni
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #280
SparseDFF: Sparse-View Feature Distillation for One-Shot Dexterous Manipulation
Qianxu Wang · Haotong Zhang · Congyue Deng · Yang You · Hao Dong · Yixin Zhu · Leonidas Guibas
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #274
Experimental Design for Multi-Channel Imaging via Task-Driven Feature Selection
Stefano Blumberg · Paddy Slator · Daniel Alexander
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #276
Fast Ensembling with Diffusion Schrödinger Bridge
Hyunsu Kim · Jongmin Yoon · Juho Lee
[ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #263
Making Pre-trained Language Models Great on Tabular Prediction
Jiahuan Yan · Bo Zheng · Hongxia Xu · Yiheng Zhu · Danny Chen · Jimeng Sun · Jian Wu · Jintai Chen
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #210
Subtractive Mixture Models via Squaring: Representation and Learning
Lorenzo Loconte · Aleksanteri Sladek · Stefan Mengel · Martin Trapp · Arno Solin · Nicolas Gillis · Antonio Vergari
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #208
R-EDL: Relaxing Nonessential Settings of Evidential Deep Learning
Mengyuan Chen · Junyu Gao · Changsheng Xu
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #197
A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables
Xinshuai Dong · Biwei Huang · Ignavier Ng · Xiangchen Song · Yujia Zheng · songyao jin · Roberto Legaspi · Peter Spirtes · Kun Zhang
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #296
Light Schrödinger Bridge
Alexander Korotin · Nikita Gushchin · Evgeny Burnaev
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #147
Magnitude Invariant Parametrizations Improve Hypernetwork Learning
Jose Javier Gonzalez Ortiz · John Guttag · Adrian Dalca
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #110
Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video
Shashank Venkataramanan · Mamshad Nayeem Rizve · Joao Carreira · Yuki Asano · Yannis Avrithis
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #148
CAMIL: Context-Aware Multiple Instance Learning for Cancer Detection and Subtyping in Whole Slide Images
olga fourkioti · Matt De Vries · Chris Bakal
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #204
Improved sampling via learned diffusions
Lorenz Richter · Julius Berner
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #202
On the hardness of learning under symmetries
Bobak Kiani · Thien Le · Hannah Lawrence · Stefanie Jegelka · Melanie Weber
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #54
Learning Personalized Causally Invariant Representations for Heterogeneous Federated Clients
Xueyang Tang · Song Guo · Jie ZHANG · Jingcai Guo
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #31
PINNsFormer: A Transformer-Based Framework For Physics-Informed Neural Networks
Zhiyuan Zhao · Xueying Ding · B. Aditya Prakash
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #32
Hybrid Internal Model: Learning Agile Legged Locomotion with Simulated Robot Response
Junfeng Long · ZiRui Wang · Quanyi Li · Liu Cao · Jiawei Gao · Jiangmiao Pang
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #155
Plug-and-Play Posterior Sampling under Mismatched Measurement and Prior Models
Marien Renaud · Jiaming Liu · Valentin De Bortoli · Andres Almansa · Ulugbek Kamilov
[ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #160
Reward-Consistent Dynamics Models are Strongly Generalizable for Offline Reinforcement Learning
Fan-Ming Luo · Tian Xu · Xingchen Cao · Yang Yu
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #291
Towards Cheaper Inference in Deep Networks with Lower Bit-Width Accumulators
Yaniv Blumenfeld · Itay Hubara · Daniel Soudry
[ Slides [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #102
The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World
Weiyun Wang · Min Shi · Qingyun Li · Wenhai Wang · Zhenhang Huang · Linjie Xing · Zhe Chen · Hao Li · Xizhou Zhu · Zhiguo Cao · Yushi Chen · Tong Lu · Jifeng Dai · Yu Qiao
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #275
COCO-Periph: Bridging the Gap Between Human and Machine Perception in the Periphery
Anne Harrington · Vasha DuTell · Mark Hamilton · Ayush Tewari · Simon Stent · William Freeman · Ruth Rosenholtz
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #236
Personalize Segment Anything Model with One Shot
Renrui Zhang · Zhengkai Jiang · Ziyu Guo · Shilin Yan · Junting Pan · Hao Dong · Yu Qiao · Gao Peng · Hongsheng Li
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #104
Dynamic Layer Tying for Parameter-Efficient Transformers
Tamir David-Hay · Lior Wolf
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #51
VCR-Graphormer: A Mini-batch Graph Transformer via Virtual Connections
Dongqi Fu · Zhigang Hua · Yan Xie · Jin Fang · Si Zhang · Kaan Sancak · Hao Wu · Andrey Malevich · Jingrui He · Bo Long
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #245
Debiased Collaborative Filtering with Kernel-Based Causal Balancing
Haoxuan Li · Yanghao Xiao · Chunyuan Zheng · Peng Wu · Zhi Geng · Xu Chen · Peng Cui
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #146
FedHyper: A Universal and Robust Learning Rate Scheduler for Federated Learning with Hypergradient Descent
Ziyao Wang · Jianyu Wang · Ang Li
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #111
Goodhart's Law in Reinforcement Learning
Jacek Karwowski · Oliver Hayman · Xingjian Bai · Klaus Kiendlhofer · Charlie Griffin · Joar Skalse
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #182
Neural Fine-Tuning Search for Few-Shot Learning
Panagiotis Eustratiadis · Łukasz Dudziak · Da Li · Timothy Hospedales
[ Slides [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #95
In-Context Pretraining: Language Modeling Beyond Document Boundaries
Weijia Shi · Sewon Min · Maria Lomeli · Chunting Zhou · Margaret Li · Xi Lin · Noah Smith · Luke Zettlemoyer · Scott Yih · Mike Lewis
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #138
RECOMP: Improving Retrieval-Augmented LMs with Context Compression and Selective Augmentation
Fangyuan Xu · Weijia Shi · Eunsol Choi
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #80
Forward Learning of Graph Neural Networks
Namyong Park · Xing Wang · Antoine Simoulin · Shuai Yang · Grey Yang · Ryan Rossi · Puja Trivedi · Nesreen Ahmed
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #158
TorchRL: A data-driven decision-making library for PyTorch
Albert Bou · Matteo Bettini · Sebastian Dittert · Vikash Kumar · Shagun Sodhani · Xiaomeng Yang · Gianni De Fabritiis · Vincent Moens
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #86
Counting Graph Substructures with Graph Neural Networks
Charilaos Kanatsoulis · Alejandro Ribeiro
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #150
TRAM: Bridging Trust Regions and Sharpness Aware Minimization
Tom Sherborne · Naomi Saphra · Pradeep Dasigi · Hao Peng
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #3
MOFDiff: Coarse-grained Diffusion for Metal-Organic Framework Design
Xiang Fu · Tian Xie · Andrew Rosen · Tommi Jaakkola · Jake Smith
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #40
Denoising Task Routing for Diffusion Models
Byeongjun Park · Sangmin Woo · Hyojun Go · Jin-Young Kim · Changick Kim
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #271
Embarrassingly Simple Dataset Distillation
Yunzhen Feng · Shanmukha Ramakrishna Vedantam · Julia Kempe
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #234
Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference
Haoxuan Li · Chunyuan Zheng · Sihao Ding · Peng Wu · Zhi Geng · Fuli Feng · Xiangnan He
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #45
Generalization in diffusion models arises from geometry-adaptive harmonic representations
Zahra Kadkhodaie · Florentin Guth · Eero Simoncelli · Stéphane Mallat
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #65
Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis
Hubert Siuzdak
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #73
SE(3)-Stochastic Flow Matching for Protein Backbone Generation
Joey Bose · Tara Akhound-Sadegh · Kilian FATRAS · Guillaume Huguet · Jarrid Rector-Brooks · Chenghao Liu · Andrei Nica · Maksym Korablyov · Michael Bronstein · Alexander Tong
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #262
Future Language Modeling from Temporal Document History
Changmao Li · Jeffrey Flanigan
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #96
Large Language Models to Enhance Bayesian Optimization
Tennison Liu · Nicolás Astorga · Nabeel Seedat · Mihaela van der Schaar
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #116
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
Anna Bair · Hongxu Yin · Maying Shen · Pavlo Molchanov · Jose M. Alvarez
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #145
TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series
Arjun Ashok · Étienne Marcotte · Valentina Zantedeschi · Nicolas Chapados · Alexandre Drouin
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #42
Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems
Hyungjin Chung · Suhyeon Lee · Jong Ye
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #122
FROSTER: Frozen CLIP is A Strong Teacher for Open-Vocabulary Action Recognition
Xiaohu Huang · Hao Zhou · Kun Yao · Kai Han
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #21
Training Diffusion Models with Reinforcement Learning
Kevin Black · Michael Janner · Yilun Du · Ilya Kostrikov · Sergey Levine
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #92
Hypothesis Search: Inductive Reasoning with Language Models
Ruocheng Wang · Eric Zelikman · Gabriel Poesia · Yewen Pu · Nick Haber · Noah Goodman
[ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #44
Learning Energy-Based Models by Cooperative Diffusion Recovery Likelihood
yaxuan zhu · Jianwen Xie · Yingnian Wu · Ruiqi Gao
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #180
Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How
Sebastian Pineda Arango · Fabio Ferreira · Arlind Kadra · Frank Hutter · Josif Grabocka
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #33
DittoGym: Learning to Control Soft Shape-Shifting Robots
Suning Huang · Boyuan Chen · Huazhe Xu · Vincent Sitzmann
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #58
Dictionary Contrastive Learning for Efficient Local Supervision without Auxiliary Networks
Suhwan Choi · Myeongho Jeon · Yeonjung Hwang · Jeonglyul Oh · Sungjun Lim · Joonseok Lee · Myungjoo Kang
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #35
SEPT: Towards Efficient Scene Representation Learning for Motion Prediction
Zhiqian Lan · Yuxuan Jiang · Yao Mu · Chen Chen · Shengbo Li
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #127
To Grok or not to Grok: Disentangling Generalization and Memorization on Corrupted Algorithmic Datasets
Darshil Doshi · Aritra Das · Tianyu He · Andrey Gromov
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #195
Enhancing Contrastive Learning for Ordinal Regression via Ordinal Content Preserved Data Augmentation
Jiyang Zheng · Yu Yao · Bo Han · Dadong Wang · Tongliang Liu
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #237
One Step of Gradient Descent is Provably the Optimal In-Context Learner with One Layer of Linear Self-Attention
Arvind Mahankali · Tatsunori Hashimoto · Tengyu Ma
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #167
Identifying Policy Gradient Subspaces
Jan Schneider · Pierre Schumacher · Simon Guist · Le Chen · Daniel Haeufle · Bernhard Schoelkopf · Dieter Büchler
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #231
Long-Short-Range Message-Passing: A Physics-Informed Framework to Capture Non-Local Interaction for Scalable Molecular Dynamics Simulation
Yunyang Li · Yusong Wang · Lin Huang · Han Yang · Xinran Wei · Jia Zhang · Tong Wang · Zun Wang · Bin Shao · Tie-Yan Liu
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #87
Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND
Qiyu Kang · Kai Zhao · Qinxu Ding · Feng Ji · Xuhao Li · Wenfei Liang · Yang Song · Wee Peng Tay
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #233
GIO: Gradient Information Optimization for Training Dataset Selection
Dante Everaert · Christopher Potts
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #12
SLiMe: Segment Like Me
Aliasghar Khani · Saeid Asgari · Aditya Sanghi · Ali Mahdavi Amiri · Ghassan Hamarneh
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #176
FedTrans: Client-Transparent Utility Estimation for Robust Federated Learning
Mingkun Yang · Ran Zhu · Qing Wang · Jie Yang
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #213
Fair and Efficient Contribution Valuation for Vertical Federated Learning
Zhenan Fan · Huang Fang · Xinglu Wang · Zirui Zhou · Jian Pei · Michael Friedlander · Yong Zhang
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #130
How do Language Models Bind Entities in Context?
Jiahai Feng · Jacob Steinhardt
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #196
Structural Estimation of Partially Observed Linear Non-Gaussian Acyclic Model: A Practical Approach with Identifiability
Songyao Jin · Feng Xie · Guangyi Chen · Biwei Huang · Zhengming Chen · Xinshuai Dong · Kun Zhang
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #255
Learning Performance-Improving Code Edits
Alexander Shypula · Aman Madaan · Yimeng Zeng · Uri Alon · Jacob Gardner · Yiming Yang · Milad Hashemi · Graham Neubig · Parthasarathy Ranganathan · Osbert Bastani · Amir Yazdanbakhsh
[ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #169
Dual RL: Unification and New Methods for Reinforcement and Imitation Learning
Harshit Sikchi · Qinqing Zheng · Amy Zhang · Scott Niekum
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #260
HiGen: Hierarchical Graph Generative Networks
Mahdi Karami
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #14
Learning Implicit Representation for Reconstructing Articulated Objects
Hao Zhang · Fang Li · Samyak Rawlekar · Narendra Ahuja
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #156
Towards Offline Opponent Modeling with In-context Learning
Yuheng Jing · Kai Li · Bingyun Liu · Yifan Zang · Haobo Fu · QIANG FU · Junliang Xing · Jian Cheng
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #46
R&B: Region and Boundary Aware Zero-shot Grounded Text-to-image Generation
Jiayu Xiao · Henglei Lv · Liang Li · Shuhui Wang · Qingming Huang
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #252
Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models
Tianzhe Chu · Shengbang Tong · Tianjiao Ding · Xili Dai · Benjamin Haeffele · Rene Vidal · Yi Ma
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #126
Object-Centric Learning with Slot Mixture Module
Daniil Kirilenko · Vitaliy Vorobyov · Aleksey Kovalev · Aleksandr Panov
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #183
Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation
Yuan Yuan · Chenyang Shao · Jingtao Ding · Depeng Jin · Yong Li
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #206
A Unified Experiment Design Approach for Cyclic and Acyclic Causal Models
Ehsan Mokhtarian · Saber Salehkaleybar · AmirEmad Ghassami · Negar Kiyavash
[ Poster [ JMLR
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #71
Neural Network-Based Score Estimation in Diffusion Models: Optimization and Generalization
Yinbin Han · Meisam Razaviyayn · Renyuan Xu
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #251
Quantifying the Sensitivity of Inverse Reinforcement Learning to Misspecification
Joar Skalse · Alessandro Abate
[ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #108
Pre-training with Random Orthogonal Projection Image Modeling
Maryam Haghighat · Peyman Moghadam · Shaheer Mohamed · Piotr Koniusz
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #228
Debiasing Attention Mechanism in Transformer without Demographics
Shenyu Lu · Yipei Wang · Xiaoqian Wang
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #272
Adversarial Imitation Learning via Boosting
Jonathan Chang · Dhruv Sreenivas · Yingbing Huang · Kianté Brantley · Wen Sun
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #78
Bidirectional Temporal Diffusion Model for Temporally Consistent Human Animation
Tserendorj Adiya · Jae Shin Yoon · Jung Eun Lee · Sanghun Kim · Hwasup Lim
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #144
Copula Conformal prediction for multi-step time series prediction
Sophia Sun · Rose Yu
[ Slides [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #289
Negative Label Guided OOD Detection with Pretrained Vision-Language Models
Xue JIANG · Feng Liu · Zhen Fang · Hong Chen · Tongliang Liu · Feng Zheng · Bo Han
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #288
Constrained Bi-Level Optimization: Proximal Lagrangian Value Function Approach and Hessian-free Algorithm
Wei Yao · Chengming Yu · Shangzhi Zeng · Jin Zhang
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #287
On the Stability of Expressive Positional Encodings for Graphs
Yinan Huang · William Lu · Joshua Robinson · Yu Yang · Muhan Zhang · Stefanie Jegelka · Pan Li
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #131
Linearity of Relation Decoding in Transformer Language Models
Evan Hernandez · Arnab Sen Sharma · Tal Haklay · Kevin Meng · Martin Wattenberg · Jacob Andreas · Yonatan Belinkov · David Bau
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #279
ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning
Jiecheng Lu · Xu Han · Shihao Yang
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #171
Learning Multi-Agent Communication with Contrastive Learning
Yat Long (Richie) Lo · Biswa Sengupta · Jakob Foerster · Mikhail Noukhovitch
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #165
DreamSmooth: Improving Model-based Reinforcement Learning via Reward Smoothing
Vint Lee · Pieter Abbeel · Youngwoon Lee
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #246
Encoding Unitig-level Assembly Graphs with Heterophilous Constraints for Metagenomic Contigs Binning
Hansheng Xue · Vijini Mallawaarachchi · Lexing Xie · Vaibhav Rajan
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #137
On the Over-Memorization During Natural, Robust and Catastrophic Overfitting
Runqi Lin · Chaojian Yu · Bo Han · Tongliang Liu
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #7
SALMON: Self-Alignment with Instructable Reward Models
Zhiqing Sun · Yikang Shen · Hongxin Zhang · Qinhong Zhou · Zhenfang Chen · David Cox · Yiming Yang · Chuang Gan
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #179
The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting — An Analytical Model
Daniel Goldfarb · Itay Evron · Nir Weinberger · Daniel Soudry · Paul Hand
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #133
Compositional Preference Models for Aligning LMs
DONGYOUNG GO · Tomek Korbak · Germàn Kruszewski · Jos Rozen · Marc Dymetman
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #248
Provable Offline Preference-Based Reinforcement Learning
Wenhao Zhan · Masatoshi Uehara · Nathan Kallus · Jason Lee · Wen Sun
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #77
Generative Modeling with Phase Stochastic Bridge
Tianrong Chen · Jiatao Gu · Laurent Dinh · Evangelos Theodorou · Joshua Susskind · Shuangfei Zhai
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #249
Frozen Transformers in Language Models Are Effective Visual Encoder Layers
Ziqi Pang · Ziyang Xie · Yunze Man · Yu-Xiong Wang
[ Slides [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #123
Revisiting Deep Audio-Text Retrieval Through the Lens of Transportation
Tien Manh Luong · Khai Nguyen · Nhat Ho · Reza Haffari · Dinh Phung · Lizhen Qu
[ Slides [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #28
Text-to-3D with Classifier Score Distillation
Xin Yu · Yuan-Chen Guo · Yangguang Li · Ding Liang · Song-Hai Zhang · XIAOJUAN QI
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #121
Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning
HeeSun Bae · Seungjae Shin · Byeonghu Na · Il-chul Moon
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #163
Stylized Offline Reinforcement Learning: Extracting Diverse High-Quality Behaviors from Heterogeneous Datasets
Yihuan Mao · Chengjie Wu · Xi Chen · Hao Hu · Ji Jiang · Tianze Zhou · Tangjie Lv · Changjie Fan · Zhipeng Hu · Yi Wu · Yujing Hu · Chongjie Zhang
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #200
Variance-aware Regret Bounds for Stochastic Contextual Dueling Bandits
Qiwei Di · Tao Jin · Yue Wu · Heyang Zhao · Farzad Farnoud · Quanquan Gu
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #135
Boosting of Thoughts: Trial-and-Error Problem Solving with Large Language Models
Sijia Chen · Baochun Li · Di Niu
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #106
Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data
YongKyung Oh · Dongyoung Lim · Sungil Kim
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #59
Magnushammer: A Transformer-Based Approach to Premise Selection
Maciej Mikuła · Szymon Tworkowski · Szymon Antoniak · Bartosz Piotrowski · Qiaochu Jiang · Jin Zhou · Christian Szegedy · Łukasz Kuciński · Piotr Miłoś · Yuhuai Wu
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #66
LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units
Zeyu Liu · Gourav Datta · Anni Li · Peter Beerel
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #285
Learning Robust Generalizable Radiance Field with Visibility and Feature Augmented Point Representation
Jiaxu Wang · Ziyi Zhang · Renjing Xu
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #49
Are Transformers with One Layer Self-Attention Using Low-Rank Weight Matrices Universal Approximators?
Tokio Kajitsuka · Issei Sato
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #74
LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts
Hanan Gani · Shariq Bhat · Muzammal Naseer · Salman Khan · Peter Wonka
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #8
sRGB Real Noise Modeling via Noise-Aware Sampling with Normalizing Flows
Dongjin Kim · Donggoo Jung · Sungyong Baik · Tae Hyun Kim
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #212
Improving LoRA in Privacy-preserving Federated Learning
Youbang Sun · Zitao Li · Yaliang Li · Bolin Ding
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #124
P$^2$OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering
Chuyu Zhang · Hui Ren · Xuming He
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #229
Unprocessing Seven Years of Algorithmic Fairness
André F. Cruz · Moritz Hardt
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #188
Compressing Latent Space via Least Volume
Qiuyi Chen · Mark Fuge
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #6
Active Retrosynthetic Planning Aware of Route Quality
Luotian Yuan · Yemin Yu · Ying Wei · Yongwei Wang · Zhihua Wang · Fei Wu
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #162
Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model
Yinan Zheng · Jianxiong Li · Dongjie Yu · Yujie Yang · Shengbo Li · Xianyuan Zhan · Jingjing Liu
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #64
Are Bert Family Good Instruction Followers? A Study on Their Potential And Limitations
yisheng xiao · Zechen Sun · Juntao Li · Min Zhang · Zechang Li · Qingrong Xia · Xinyu Duan · Zhefeng Wang
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #120
Early Stopping Against Label Noise Without Validation Data
Suqin Yuan · Lei Feng · Tongliang Liu
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #205
Structural Inference with Dynamics Encoding and Partial Correlation Coefficients
Aoran Wang · Jun Pang
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #107
Memorization Capacity of Multi-Head Attention in Transformers
Sadegh Mahdavi · Renjie Liao · Christos Thrampoulidis
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #164
Dynamic Neighborhood Construction for Structured Large Discrete Action Spaces
Fabian Akkerman · Julius Luy · Wouter van Heeswijk · Maximilian Schiffer
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #161
Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback
Yifu Yuan · Jianye HAO · Yi Ma · Zibin Dong · Hebin Liang · Jinyi Liu · Zhixin Feng · Kai Zhao · YAN ZHENG
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #258
Sample-Efficiency in Multi-Batch Reinforcement Learning: The Need for Dimension-Dependent Adaptivity
Emmeran Johnson · Ciara Pike-Burke · Patrick Rebeschini
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #85
Efficient Subgraph GNNs by Learning Effective Selection Policies
Beatrice Bevilacqua · Moshe Eliasof · Eli Meirom · Bruno Ribeiro · Haggai Maron
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #159
RLIF: Interactive Imitation Learning as Reinforcement Learning
Jianlan Luo · Perry Dong · Yuexiang Zhai · Yi Ma · Sergey Levine
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #24
PORF: POSE RESIDUAL FIELD FOR ACCURATE NEURAL SURFACE RECONSTRUCTION
Jia-Wang Bian · Wenjing Bian · Victor Prisacariu · Philip Torr
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #23
Object-Aware Inversion and Reassembly for Image Editing
Zhen Yang · Ganggui Ding · Wen Wang · Hao Chen · Bohan Zhuang · Chunhua Shen
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #75
Analysis of Learning a Flow-based Generative Model from Limited Sample Complexity
Hugo Cui · Eric Vanden-Eijnden · Florent Krzakala · Lenka Zdeborova
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #88
MEND: Meta Demonstration Distillation for Efficient and Effective In-Context Learning
Yichuan Li · Xiyao Ma · Sixing Lu · Kyumin Lee · Xiaohu Liu · Chenlei Guo
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #128
Scaling Supervised Local Learning with Augmented Auxiliary Networks
Chenxiang Ma · Jibin Wu · Chenyang Si · KC Tan
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #27
Bongard-OpenWorld: Few-Shot Reasoning for Free-form Visual Concepts in the Real World
Rujie Wu · Xiaojian Ma · Qing Li · Zhenliang Zhang · Wei Wang · Song-Chun Zhu · Yizhou Wang
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #50
Analyzing Feed-Forward Blocks in Transformers through the Lens of Attention Maps
Goro Kobayashi · Tatsuki Kuribayashi · Sho Yokoi · Kentaro Inui
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #109
BECLR: Batch Enhanced Contrastive Few-Shot Learning
Stylianos Poulakakis-Daktylidis · Hadi Jamali-Rad
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #103
EventRPG: Event Data Augmentation with Relevance Propagation Guidance
Mingyuan Sun · Donghao Zhang · Zongyuan Ge · Jiaxu Wang · Jia Li · Zheng Fang · Renjing Xu
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #22
Diffusion Model for Dense Matching
Jisu Nam · Gyuseong Lee · Seonwoo Kim · Inès Hyeonsu Kim · Hyoungwon Cho · Seyeon Kim · Seungryong Kim
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #37
Interpretable Diffusion via Information Decomposition
Xianghao Kong · Ollie Liu · Han Li · Dani Yogatama · Greg Ver Steeg
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #20
Adaptive Self-training Framework for Fine-grained Scene Graph Generation
Kibum Kim · Kanghoon Yoon · Yeonjun In · Jinyoung Moon · Donghyun Kim · Chanyoung Park
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #194
Sparse Weight Averaging with Multiple Particles for Iterative Magnitude Pruning
Moonseok Choi · Hyungi Lee · Giung Nam · Juho Lee
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #93
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval
Parth Sarthi · Salman Abdullah · Aditi Tuli · Shubh Khanna · Anna Goldie · Christopher Manning
[ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #4
GTMGC: Using Graph Transformer to Predict Molecule’s Ground-State Conformation
Guikun Xu · Yongquan Jiang · PengChuan Lei · Yan Yang · Jim Chen
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #47
STREAM: Spatio-TempoRal Evaluation and Analysis Metric for Video Generative Models
Pum Jun Kim · Seojun Kim · Jaejun Yoo
[ Slides [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #36
Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework
Yufei Kuang · Jie Wang · Haoyang Liu · Fangzhou Zhu · Xijun Li · Jia Zeng · Jianye HAO · Bin Li · Feng Wu
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #282
MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
Yizhi Li · Ruibin Yuan · Ge Zhang · Yinghao MA · Xingran Chen · Hanzhi Yin · Chenghao Xiao · Chenghua Lin · Anton Ragni · Emmanouil Benetos · Norbert Gyenge · Roger Dannenberg · Ruibo Liu · Wenhu Chen · Gus Xia · Yemin Shi · Wenhao Huang · zili wang · Yike Guo · Jie Fu
[ Slides [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #240
NECO: NEural Collapse Based Out-of-distribution detection
Mouïn Ben Ammar · Nacim Belkhir · Sebastian Popescu · Antoine Manzanera · Gianni Franchi
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #185
Divide and not forget: Ensemble of selectively trained experts in Continual Learning
Grzegorz Rypeść · Sebastian Cygert · Valeriya Khan · Tomasz Trzcinski · Bartosz Zieliński · Bartłomiej Twardowski
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #286
Source-Free and Image-Only Unsupervised Domain Adaptation for Category Level Object Pose Estimation
Prakhar Kaushik · Aayush Mishra · Adam Kortylewski · Alan Yuille
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #239
Towards Understanding Factual Knowledge of Large Language Models
Xuming Hu · Junzhe Chen · Xiaochuan Li · Yufei Guo · Lijie Wen · Philip Yu · Zhijiang Guo
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #34
CrossLoco: Human Motion Driven Control of Legged Robots via Guided Unsupervised Reinforcement Learning
Tianyu Li · Hyunyoung Jung · Matthew Gombolay · Yong Cho · Sehoon Ha
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #141
TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting
Shiyu Wang · Haixu Wu · Xiaoming Shi · Tengge Hu · Huakun Luo · Lintao Ma · James Zhang · JUN ZHOU
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #241
GNNBoundary: Towards Explaining Graph Neural Networks through the Lens of Decision Boundaries
Xiaoqi Wang · Han Wei Shen
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #217
Backdoor Federated Learning by Poisoning Backdoor-Critical Layers
Haomin Zhuang · Mingxian Yu · Hao Wang · Yang Hua · Jian Li · Xu Yuan
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #201
Communication-Efficient Federated Non-Linear Bandit Optimization
Chuanhao Li · Chong Liu · Yu-Xiang Wang
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #268
When can transformers reason with abstract symbols?
Enric Boix-Adserà · Omid Saremi · Emmanuel Abbe · Samy Bengio · Etai Littwin · Joshua Susskind
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #118
Novel Quadratic Constraints for Extending LipSDP beyond Slope-Restricted Activations
Patricia Pauli · Aaron Havens · Alexandre Araujo · Siddharth Garg · Farshad Khorrami · Frank Allgöwer · Bin Hu
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #221
Towards Faithful Explanations: Boosting Rationalization with Shortcuts Discovery
Linan Yue · Qi Liu · Yichao Du · Li Wang · Weibo Gao · Yanqing An
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #39
Masked Completion via Structured Diffusion with White-Box Transformers
Druv Pai · Sam Buchanan · Ziyang Wu · Yaodong Yu · Yi Ma
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #265
Spatially-Aware Transformers for Embodied Agents
Junmo Cho · Jaesik Yoon · Sungjin Ahn
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #113
DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness
Shoumik Saha · Wenxiao Wang · Yigitcan Kaya · Soheil Feizi · Tudor Dumitras
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #223
On Characterizing the Trade-off in Invariant Representation Learning
Vishnu Boddeti · Sepehr Dehdashtian · Bashir Sadeghi
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #25
Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction
Thanh-Tung Le · Khai Nguyen · shanlin sun · Kun Han · Nhat Ho · Xiaohui Xie
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #154
Distributionally Robust Optimization with Bias and Variance Reduction
Ronak Mehta · Vincent Roulet · Krishna Pillutla · Zaid Harchaoui
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #29
Neural Ordinary Differential Equations for Modeling Epidemic Spreading
Michalis Vazirgiannis · Chrysoula Kosma · George Panagopoulos · Jean-Marc Steyaert · Giannis Nikolentzos
[ Poster
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #293
Proximal Policy Gradient Arborescence for Quality Diversity Reinforcement Learning
Sumeet Batra · Bryon Tjanaka · Matthew Fontaine · Aleksei Petrenko · Stefanos Nikolaidis · Gaurav Sukhatme
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #227
Finetuning Text-to-Image Diffusion Models for Fairness
Xudong Shen · Chao Du · Tianyu Pang · Min Lin · Yongkang Wong · Mohan Kankanhalli
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #266
IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models
Shaokun Zhang · Xiaobo Xia · Zhaoqing Wang · Ling-Hao Chen · Jiale Liu · Qingyun Wu · Tongliang Liu
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #219
The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Language Models
Yan Liu · Yu Liu · Xiaokang Chen · Pin-Yu Chen · Daoguang Zan · Min-Yen Kan · Tsung-Yi Ho
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #225
Label-Agnostic Forgetting: A Supervision-Free Unlearning in Deep Models
Shaofei Shen · Chenhao Zhang · Yawen Zhao · Alina Bialkowski · Weitong Chen · Miao Xu
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #55
DEEP NEURAL NETWORK INITIALIZATION WITH SPARSITY INDUCING ACTIVATIONS
Ilan Price · Nicholas Daultry Ball · Adam Jones · Samuel Chun Hei Lam · Jared Tanner
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #270
Offline Data Enhanced On-Policy Policy Gradient with Provable Guarantees
Yifei Zhou · Ayush Sekhari · Yuda Song · Wen Sun
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #218
PRIME: Prioritizing Interpretability in Failure Mode Extraction
Keivan Rezaei · Mehrdad Saberi · Mazda Moayeri · Soheil Feizi
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #199
Quadratic models for understanding catapult dynamics of neural networks
Libin Zhu · Chaoyue Liu · Adityanarayanan Radhakrishnan · Misha Belkin
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #151
Learning to Solve Bilevel Programs with Binary Tender
Bo Zhou · Ruiwei Jiang · Siqian Shen
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #57
RTFS-Net: Recurrent Time-Frequency Modelling for Efficient Audio-Visual Speech Separation
Samuel Pegg · Kai Li · Xiaolin Hu
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #17
ImagenHub: Standardizing the evaluation of conditional image generation models
Max Ku · Tianle Li · Kai Zhang · Yujie Lu · XINGYU FU · Wenwen Zhuang · Wenhu Chen
[ Slides [ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #152
PILOT: An $\mathcal{O}(1/K)$-Convergent Approach for Policy Evaluation with Nonlinear Function Approximation
Zhuqing Liu · Xin Zhang · Jia Liu · Zhengyuan Zhu · Songtao Lu
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #16
3D Reconstruction with Generalizable Neural Fields using Scene Priors
Yang Fu · Shalini De Mello · Xueting Li · Amey Kulkarni · Jan Kautz · Xiaolong Wang · Sifei Liu
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #187
Learning Multi-Faceted Prototypical User Interests
Nhu-Thuat Tran · Hady W. Lauw
[ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #198
InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation
Yi Wang · Yinan He · Yizhuo Li · Kunchang Li · Jiashuo Yu · Xin Ma · Xinhao Li · Guo Chen · Xinyuan Chen · Yaohui Wang · Ping Luo · Ziwei Liu · Yali Wang · Limin Wang · Yu Qiao
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #101
RAPPER: Reinforced Rationale-Prompted Paradigm for Natural Language Explanation in Visual Question Answering
Kai-Po Chang · Chi-Pin Huang · Wei-Yuan Cheng · Fu-En Yang · Chien-Yi Wang · Yung-Hsuan Lai · Yu-Chiang Frank Wang
[ Slides [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #117
The Effectiveness of Random Forgetting for Robust Generalization
Vijaya Raghavan T Ramkumar · Bahram Zonooz · Elahe Arani
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #278
CCIL: Continuity-Based Data Augmentation for Corrective Imitation Learning
Liyiming Ke · Yunchu Zhang · Abhay Deshpande · Siddhartha Srinivasa · Abhishek Gupta
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #277
A Black-box Approach for Non-stationary Multi-agent Reinforcement Learning
Haozhe Jiang · Qiwen Cui · Zhihan Xiong · Maryam Fazel · Simon Du
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #143
AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction
Kethmi Hirushini Hettige · Jiahao Ji · Shili Xiang · Cheng Long · Gao Cong · Jingyuan Wang
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #191
UniTabE: A Universal Pretraining Protocol for Tabular Foundation Model in Data Science
Yazheng Yang · Yuqi Wang · Guang Liu · Ledell Wu · Qi Liu
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #184
A Good Learner can Teach Better: Teacher-Student Collaborative Knowledge Distillation
Ayan Sengupta · Shantanu Dixit · Md Shad Akhtar · Tanmoy Chakraborty
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #41
Consistent Video-to-Video Transfer Using Synthetic Dataset
Jiaxin Cheng · Tianjun Xiao · Tong He
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #284
Adaptive deep spiking neural network with global-local learning via balanced excitatory and inhibitory mechanism
Tingting Jiang · Qi Xu · Xuming Ran · Jiangrong Shen · Pan Lv · Qiang Zhang · Gang Pan
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #13
Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation
Jaemin Cho · Yushi Hu · Jason Baldridge · Roopal Garg · Peter Anderson · Ranjay Krishna · Mohit Bansal · Jordi Pont-Tuset · Su Wang
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #235
Learning Adaptive Multiresolution Transforms via Meta-Framelet-based Graph Convolutional Network
Tianze Luo · Zhanfeng Mo · Sinno Pan
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #9
Interpreting CLIP's Image Representation via Text-Based Decomposition
Yossi Gandelsman · Alexei Efros · Jacob Steinhardt
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #89
EMO: EARTH MOVER DISTANCE OPTIMIZATION FOR AUTO-REGRESSIVE LANGUAGE MODELING
Siyu Ren · Zhiyong Wu · Kenny Zhu
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #112
T-Rep: Representation Learning for Time Series using Time-Embeddings
Archibald Fraikin · Adrien Bennetot · Stephanie Allassonniere
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #216
Detecting Machine-Generated Texts by Multi-Population Aware Optimization for Maximum Mean Discrepancy
Shuhai Zhang · Yiliao Song · Jiahao Yang · Yuanqing Li · Bo Han · Mingkui Tan
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #172
I-PHYRE: Interactive Physical Reasoning
Shiqian Li · Kewen Wu · Chi Zhang · Yixin Zhu
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #232
Beyond IID weights: sparse and low-rank deep Neural Networks are also Gaussian Processes
Thiziri Nait Saada · Alireza Naderi · Jared Tanner
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #215
AutoLoRa: An Automated Robust Fine-Tuning Framework
Xilie Xu · Jingfeng Zhang · Mohan Kankanhalli
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #256
Efficient Modulation for Vision Networks
Xu Ma · Xiyang Dai · Jianwei Yang · Bin Xiao · Yinpeng Chen · Yun Fu · Lu Yuan
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #134
Masked Structural Growth for 2x Faster Language Model Pre-training
Yiqun Yao · Zheng Zhang · Jing Li · Yequan Wang
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #173
Maximum Entropy Model Correction in Reinforcement Learning
Amin Rakhsha · Mete Kemertas · Mohammad Ghavamzadeh · Amir-massoud Farahmand
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #254
Enabling Efficient Equivariant Operations in the Fourier Basis via Gaunt Tensor Products
Shengjie Luo · Tianlang Chen · Aditi Krishnapriyan
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #253
RAIN: Your Language Models Can Align Themselves without Finetuning
Yuhui Li · Fangyun Wei · Jinjing Zhao · Chao Zhang · Hongyang Zhang
[ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #247
How to Capture Higher-order Correlations? Generalizing Matrix Softmax Attention to Kronecker Computation
Josh Alman · Zhao Song
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #207
General Graph Random Features
Isaac Reid · Krzysztof Choromanski · Eli Berger · Adrian Weller
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #132
Are Models Biased on Text without Gender-related Language?
Catarina Belém · Preethi Seshadri · Yasaman Razeghi · Sameer Singh
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #264
RingAttention with Blockwise Transformers for Near-Infinite Context
Hao Liu · Matei Zaharia · Pieter Abbeel
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #189
HYPO: Hyperspherical Out-Of-Distribution Generalization
Haoyue Bai · Yifei Ming · Julian Katz-Samuels · Yixuan Li
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #70
Diffusion-TS: Interpretable Diffusion for General Time Series Generation
Xinyu Yuan · Yan Qiao
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #290
An Efficient Tester-Learner for Halfspaces
Aravind Gollakota · Adam Klivans · Konstantinos Stavropoulos · Arsen Vasilyan
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #295
Imitation Learning from Observation with Automatic Discount Scheduling
Yuyang Liu · Weijun Dong · Yingdong Hu · Chuan Wen · Zhao-Heng Yin · Chongjie Zhang · Yang Gao
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #83
GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking
Mert Kosan · Samidha Verma · Burouj Armgaan · Khushbu Pahwa · Ambuj K Singh · Sourav Medya · Sayan Ranu
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #63
Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings
Ilyass Hammouamri · Ismail Khalfaoui Hassani · Timothée Masquelier
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #230
Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
Mengzhou Xia · Tianyu Gao · Zhiyuan Zeng · Danqi Chen
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #238
Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity Tracking
Nikhil Prakash · Tamar Shaham · Tal Haklay · Yonatan Belinkov · David Bau
[ Slides [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #19
Sin3DM: Learning a Diffusion Model from a Single 3D Textured Shape
Rundi Wu · Ruoshi Liu · Carl Vondrick · Changxi Zheng
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #273
GIM: Learning Generalizable Image Matcher From Internet Videos
Xuelun Shen · zhipeng cai · Wei Yin · Matthias Müller · Zijun Li · Kaixuan Wang · Xiaozhi Chen · Cheng Wang
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #242
PB-LLM: Partially Binarized Large Language Models
Zhihang Yuan · Yuzhang Shang · Zhen Dong
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #82
Simplicial Representation Learning with Neural $k$-Forms
Kelly Maggs · Celia Hacker · Bastian Rieck
[ Slides [ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #140
FlashFFTConv: Efficient Convolutions for Long Sequences with Tensor Cores
Dan Fu · Hermann Kumbong · Eric Nguyen · Christopher Re
[ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #5
DecompOpt: Controllable and Decomposed Diffusion Models for Structure-based Molecular Optimization
Xiangxin Zhou · Xiwei Cheng · Yuwei Yang · Yu Bao · Liang Wang · Quanquan Gu
[ Poster [ OpenReview
Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #72
FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling
Haonan Qiu · Menghan Xia · Yong Zhang · Yingqing He · Xintao Wang · Ying Shan · Ziwei Liu
[ Poster [ OpenReview
Spotlight Poster
Thu May 09 01:45 AM -- 03:45 AM (PDT) @ Halle B #105
Evaluating the Zero-shot Robustness of Instruction-tuned Language Models
Jiuding Sun · Chantal Shaib · Byron Wallace
[ OpenReview