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In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #54
Pareto Invariant Risk Minimization: Towards Mitigating the Optimization Dilemma in Out-of-Distribution Generalization
Yongqiang Chen · Kaiwen Zhou · Yatao Bian · Binghui Xie · Bingzhe Wu · Yonggang Zhang · MA KAILI · Han Yang · Peilin Zhao · Bo Han · James Cheng
[ Slides [ Poster [ OpenReview
Virtual presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #100
Domain Generalisation via Domain Adaptation: An Adversarial Fourier Amplitude Approach
Minyoung Kim · Da Li · Timothy Hospedales
[ Poster [ OpenReview
Virtual presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #127
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning
Pan Lu · Liang Qiu · Kai-Wei Chang · Yingnian Wu · Song-Chun Zhu · Tanmay Rajpurohit · Peter Clark · Ashwin Kalyan
[ Slides [ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #135
Selective Frequency Network for Image Restoration
Yuning Cui · Yi Tao · Zhenshan Bing · Wenqi Ren · Xinwei Gao · Xiaochun Cao · Kai Huang · Alois Knoll
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #70
Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning
Fahad Sarfraz · Elahe Arani · Bahram Yoosefizonooz
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #38
Complexity-Based Prompting for Multi-step Reasoning
Yao Fu · Hao Peng · Ashish Sabharwal · Peter Clark · Tushar Khot
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #57
Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought
Abulhair Saparov · He He
[ Poster [ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #37
Ask Me Anything: A simple strategy for prompting language models
Simran Arora · Avanika Narayan · Mayee Chen · Laurel Orr · Neel Guha · Kush Bhatia · Ines Chami · Christopher Re
[ Slides [ Poster [ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #56
Human Motion Diffusion Model
Guy Tevet · Sigal Raab · Brian Gordon · Yonatan Shafir · Daniel Cohen-Or · Amit Bermano
[ Poster [ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #55
NTFields: Neural Time Fields for Physics-Informed Robot Motion Planning
Ruiqi Ni · Ahmed Qureshi
[ Poster [ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #35
On the Usefulness of Embeddings, Clusters and Strings for Text Generation Evaluation
Tiago Pimentel · Clara Meister · Ryan Cotterell
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #34
Temporal Coherent Test Time Optimization for Robust Video Classification
Chenyu Yi · SIYUAN YANG · Yufei Wang · Haoliang Li · Yap-peng Tan · Alex Kot
[ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #53
UNIFIED-IO: A Unified Model for Vision, Language, and Multi-modal Tasks
Jiasen Lu · Christopher Clark · Rowan Zellers · Roozbeh Mottaghi · Aniruddha Kembhavi
[ Poster [ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #33
Mass-Editing Memory in a Transformer
Kevin Meng · Arnab Sen Sharma · Alex J Andonian · Yonatan Belinkov · David Bau
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #52
Robust Scheduling with GFlowNets
David Zhang · Corrado Rainone · Markus Peschl · Roberto Bondesan
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #32
TranSpeech: Speech-to-Speech Translation With Bilateral Perturbation
Rongjie Huang · Jinglin Liu · Huadai Liu · Yi Ren · Lichao Zhang · Jinzheng He · Zhou Zhao
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #51
In-Situ Text-Only Adaptation of Speech Models with Low-Overhead Speech Imputations
Ashish Mittal · Sunita Sarawagi · Preethi Jyothi
[ Slides [ Poster [ OpenReview
In-Person Poster presentation / top 5% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #31
A Call to Reflect on Evaluation Practices for Failure Detection in Image Classification
Paul F. Jaeger · Carsten Lüth · Lukas Klein · Till Bungert
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #50
Open-Vocabulary Object Detection upon Frozen Vision and Language Models
Weicheng Kuo · Yin Cui · Xiuye Gu · AJ Piergiovanni · Anelia Angelova
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #30
H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection
Xue Yang · Gefan Zhang · Wentong Li · Yue Zhou · Xuehui Wang · Junchi Yan
[ Poster [ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #49
ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning
Olga Golovneva · Moya Chen · spencer poff · Martin Corredor · Luke Zettlemoyer · Maryam Fazel-Zarandi · Asli Celikyilmaz
[ Poster [ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #29
GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation
Chenhongyi Yang · Jiarui Xu · Shalini De Mello · Elliot J Crowley · Xiaolong Wang
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #48
Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection
Martijn Oldenhof · Adam Arany · Yves Moreau · Edward De Brouwer
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #28
Iterative Circuit Repair Against Formal Specifications
Matthias Cosler · Frederik Schmitt · Christopher Hahn · Bernd Finkbeiner
[ Poster [ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #47
Hidden Markov Transformer for Simultaneous Machine Translation
Shaolei Zhang · Yang Feng
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #27
An Equal-Size Hard EM Algorithm for Diverse Dialogue Generation
Yuqiao Wen · Yongchang Hao · Yanshuai Cao · Lili Mou
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #46
DFlow: Learning to Synthesize Better Optical Flow Datasets via a Differentiable Pipeline
BYUNGKI KWON · HYEONWOO NAM · Ji-Yun Kim · Tae-Hyun Oh
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #26
Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation
Ye Zhu · Yu Wu · Kyle Olszewski · Jian Ren · Sergey Tulyakov · Yan Yan
[ Poster [ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #45
Code Translation with Compiler Representations
Marc Szafraniec · Baptiste Roziere · Hugh Leather · Patrick Labatut · François Charton · Gabriel Synnaeve
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #25
Iterative Patch Selection for High-Resolution Image Recognition
Benjamin Bergner · Christoph Lippert · Aravindh Mahendran
[ Poster [ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #44
MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction
Bencheng Liao · Shaoyu Chen · Xinggang Wang · Tianheng Cheng · Qian Zhang · Wenyu Liu · Chang Huang
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #24
Learning Iterative Neural Optimizers for Image Steganography
Xiangyu Chen · Varsha Kishore · Kilian Weinberger
[ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #43
Associative Memory Augmented Asynchronous Spatiotemporal Representation Learning for Event-based Perception
Uday Kamal · Saurabh Dash · Saibal Mukhopadhyay
[ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #23
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization
Rajkumar Ramamurthy · Prithviraj Ammanabrolu · Kianté Brantley · Jack Hessel · Rafet Sifa · Christian Bauckhage · Hannaneh Hajishirzi · Yejin Choi
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #42
FIGARO: Controllable Music Generation using Learned and Expert Features
Dimitri von Rütte · Luca Biggio · Yannic Kilcher · Thomas Hofmann
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #22
General Neural Gauge Fields
Fangneng Zhan · Lingjie Liu · Adam Kortylewski · Christian Theobalt
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #41
Preserving Pre-trained Features Helps Calibrate Fine-tuned Language Models
Guande He · Jianfei Chen · Jun Zhu
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #21
Grounding Graph Network Simulators using Physical Sensor Observations
Jonas Linkerhägner · Niklas Freymuth · Paul Maria Scheikl · Franziska Mathis-Ullrich · Gerhard Neumann
[ Slides [ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #40
$\mathscr{N}$-WL: A New Hierarchy of Expressivity for Graph Neural Networks
Qing Wang · Dillon Chen · Asiri Wijesinghe · Shouheng Li · Muhammad Farhan
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #20
Spatial Attention Kinetic Networks with E(n)-Equivariance
Yuanqing Wang · John Chodera
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #39
ChordMixer: A Scalable Neural Attention Model for Sequences with Different Length
Ruslan Khalitov · Tong Yu · Lei Cheng · Zhirong Yang
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #58
Decomposed Prompting: A Modular Approach for Solving Complex Tasks
Tushar Khot · Harsh Trivedi · Matthew Finlayson · Yao Fu · Kyle Richardson · Peter Clark · Ashish Sabharwal
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #77
Bit-Pruning: A Sparse Multiplication-Less Dot-Product
Yusuke Sekikawa · Shingo Yashima
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #78
Over-Training with Mixup May Hurt Generalization
Zixuan Liu · Ziqiao Wang · Hongyu Guo · Yongyi Mao
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #60
Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness
Yuancheng Xu · Yanchao Sun · Micah Goldblum · Tom Goldstein · Furong Huang
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #79
Can CNNs Be More Robust Than Transformers?
Zeyu Wang · Yutong Bai · Yuyin Zhou · Cihang Xie
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #61
Scaffolding a Student to Instill Knowledge
Anil Kag · Durmus Alp Emre Acar · Aditya Gangrade · Venkatesh Saligrama
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #80
Constraining Representations Yields Models That Know What They Don't Know
Joao Monteiro · Pau Rodriguez Lopez · Pierre-André Noël · Issam Laradji · David Vazquez
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #62
TVSPrune - Pruning Non-discriminative filters via Total Variation separability of intermediate representations without fine tuning
Chaitanya Murti · Tanay Narshana · Chiranjib Bhattacharyya
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #81
MLPInit: Embarrassingly Simple GNN Training Acceleration with MLP Initialization
Xiaotian Han · Tong Zhao · Yozen Liu · Xia Hu · Neil Shah
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #63
Towards One-shot Neural Combinatorial Solvers: Theoretical and Empirical Notes on the Cardinality-Constrained Case
Runzhong Wang · Li Shen · Yiting Chen · Xiaokang Yang · Dacheng Tao · Junchi Yan
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #82
Decoupled Training for Long-Tailed Classification With Stochastic Representations
Giung Nam · Sunguk Jang · Juho Lee
[ Slides [ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #64
REPAIR: REnormalizing Permuted Activations for Interpolation Repair
Keller Jordan · Hanie Sedghi · Olga Saukh · Rahim Entezari · Behnam Neyshabur
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #83
Feature Reconstruction From Outputs Can Mitigate Simplicity Bias in Neural Networks
Sravanti Addepalli · Anshul Hemant Nasery · Venkatesh Babu Radhakrishnan · Praneeth Netrapalli · Prateek Jain
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #65
Gradient Gating for Deep Multi-Rate Learning on Graphs
T. Konstantin Rusch · Benjamin Chamberlain · Michael W Mahoney · Michael Bronstein · Siddhartha Mishra
[ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #67
The Symmetric Generalized Eigenvalue Problem as a Nash Equilibrium
Ian Gemp · Charlie Chen · Brian McWilliams
[ Poster [ OpenReview
In-Person Poster presentation / top 5% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #86
Targeted Hyperparameter Optimization with Lexicographic Preferences Over Multiple Objectives
Shaokun Zhang · Feiran Jia · Chi Wang · Qingyun Wu
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #87
PASHA: Efficient HPO and NAS with Progressive Resource Allocation
Ondrej Bohdal · Lukas Balles · Martin Wistuba · Beyza Ermis · Cedric Archambeau · Giovanni Zappella
[ Slides [ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #69
Direct Embedding of Temporal Network Edges via Time-Decayed Line Graphs
Sudhanshu Chanpuriya · Ryan Rossi · Sungchul Kim · Tong Yu · Jane Hoffswell · Nedim Lipka · Shunan Guo · Cameron Musco
[ Poster [ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #88
Metadata Archaeology: Unearthing Data Subsets by Leveraging Training Dynamics
Muhammad Shoaib Ahmed Siddiqui · Nitarshan Rajkumar · Tegan Maharaj · David Krueger · Sara Hooker
[ Slides [ Poster [ OpenReview
In-Person Poster presentation / top 5% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #89
Learning where and when to reason in neuro-symbolic inference
Cristina Cornelio · Jan Stuehmer · Xu Hu · Timothy Hospedales
[ Poster [ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #71
LAVA: Data Valuation without Pre-Specified Learning Algorithms
Hoang Anh Just · Feiyang Kang · Tianhao Wang · Yi Zeng · Myeongseob Ko · Ming Jin · Ruoxi Jia
[ Poster [ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #72
Learning a Data-Driven Policy Network for Pre-Training Automated Feature Engineering
Liyao Li · Haobo Wang · Liangyu Zha · Qingyi Huang · Sai Wu · Gang Chen · Junbo Zhao
[ Poster [ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #91
Neural Optimal Transport
Alexander Korotin · Daniil Selikhanovych · Evgeny Burnaev
[ OpenReview
In-Person Poster presentation / top 5% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #73
DreamFusion: Text-to-3D using 2D Diffusion
Ben Poole · Ajay Jain · Jonathan T. Barron · Ben Mildenhall
[ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #92
Diffusion Models Already Have A Semantic Latent Space
Mingi Kwon · Jaeseok Jeong · Youngjung Uh
[ Poster [ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #74
Diffusion Posterior Sampling for General Noisy Inverse Problems
Hyungjin Chung · Jeongsol Kim · Michael McCann · Marc Klasky · Jong Ye
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #93
Generative Modelling with Inverse Heat Dissipation
Severi Rissanen · Markus Heinonen · Arno Solin
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #75
Discrete Predictor-Corrector Diffusion Models for Image Synthesis
José Lezama · Tim Salimans · Lu Jiang · Huiwen Chang · Jonathan Ho · Irfan Essa
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #94
Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization
Zonghan Yang · Xiaoyuan Yi · Peng Li · Yang Liu · Xing Xie
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #76
Explicitly Minimizing the Blur Error of Variational Autoencoders
Gustav Bredell · Kyriakos Flouris · Krishna Chaitanya · Ertunc Erdil · Ender Konukoglu
[ Poster [ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #95
Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting
Xiajun Jiang · Ryan Missel · Zhiyuan Li · Linwei Wang
[ Poster [ OpenReview
In-Person Poster presentation / top 25% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #114
Prompt-to-Prompt Image Editing with Cross-Attention Control
Amir Hertz · Ron Mokady · Jay Tenenbaum · Kfir Aberman · Yael Pritch · Daniel Cohen-Or
[ Poster [ OpenReview
In-Person Poster presentation / top 5% paper
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #133
Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions
Sitan Chen · Sinho Chewi · Jerry Li · Yuanzhi Li · Adil Salim · Anru Zhang
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #113
Factorized Fourier Neural Operators
Alasdair Tran · Alexander Mathews · Lexing Xie · Cheng Soon Ong
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #132
Competitive Physics Informed Networks
Qi Zeng · Yash Kothari · Spencer Bryngelson · Florian Schaefer
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #112
Learning Symbolic Models for Graph-structured Physical Mechanism
Hongzhi Shi · Jingtao Ding · Yufan Cao · Quanming Yao · Li Liu · Yong Li
[ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #131
Improved Training of Physics-Informed Neural Networks Using Energy-Based Priors: a Study on Electrical Impedance Tomography
Akarsh Pokkunuru · Pedram Rooshenas · Thilo Strauss · Anuj Abhishek · Taufiquar Khan
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #111
Diffusion Probabilistic Modeling of Protein Backbones in 3D for the motif-scaffolding problem
Brian Trippe · Jason Yim · Doug Tischer · David Baker · Tamara Broderick · Regina Barzilay · Tommi Jaakkola
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #130
Protein Representation Learning by Geometric Structure Pretraining
Zuobai Zhang · Minghao Xu · Arian Jamasb · Vijil Chenthamarakshan · Aurelie Lozano · Payel Das · Jian Tang
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #110
Uni-Mol: A Universal 3D Molecular Representation Learning Framework
Gengmo Zhou · Zhifeng Gao · Qiankun Ding · Hang Zheng · Hongteng Xu · Zhewei Wei · Linfeng Zhang · Guolin Ke
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #129
Computational Language Acquisition with Theory of Mind
Andy Liu · Hao Zhu · Emmy Liu · Yonatan Bisk · Graham Neubig
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #109
Exploring perceptual straightness in learned visual representations
Anne Harrington · Vasha DuTell · Ayush Tewari · Mark Hamilton · Simon Stent · Ruth Rosenholtz · William Freeman
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #128
Learning Sparse and Low-Rank Priors for Image Recovery via Iterative Reweighted Least Squares Minimization
Stamatios Lefkimmiatis · Iaroslav Koshelev
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #108
CUTS: Neural Causal Discovery from Irregular Time-Series Data
Yuxiao Cheng · Runzhao Yang · Tingxiong Xiao · Zongren Li · Jinli Suo · Kunlun He · Qionghai Dai
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #107
Diffusion Models for Causal Discovery via Topological Ordering
Pedro Sanchez · Xiao Liu · Alison O'Neil · Sotirios Tsaftaris
[ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #126
Accurate Bayesian Meta-Learning by Accurate Task Posterior Inference
Michael Volpp · Philipp Dahlinger · Philipp Becker · Christian Daniel · Gerhard Neumann
[ OpenReview
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #106
Trading Information between Latents in Hierarchical Variational Autoencoders
Tim Xiao · Robert Bamler
[ Slides [ Poster [ OpenReview
In-Person Poster presentation / poster accept
Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #125
Neural Causal Models for Counterfactual Identification and Estimation
Kevin M Xia · Yushu Pan · Elias Bareinboim
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #105
Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning
Matthew Ashman · Chao Ma · Agrin Hilmkil · Joel Jennings · Cheng Zhang
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #124
Scaling up and Stabilizing Differentiable Planning with Implicit Differentiation
Linfeng Zhao · Huazhe Xu · Lawson Wong
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #104
SpeedyZero: Mastering Atari with Limited Data and Time
Yixuan Mei · Jiaxuan Gao · Weirui Ye · Shaohuai Liu · Yang Gao · Yi Wu
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #148
Optimal Transport for Offline Imitation Learning
Yicheng Luo · Zhengyao Jiang · samuel cohen · Edward Grefenstette · Marc Deisenroth
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #123
Diminishing Return of Value Expansion Methods in Model-Based Reinforcement Learning
Daniel Palenicek · Michael Lutter · Joao Carvalho · Jan Peters
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #103
On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning
Yifan Xu · Nicklas Hansen · Zirui Wang · Yung-Chieh Chan · Hao Su · Zhuowen Tu
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #122
Policy Expansion for Bridging Offline-to-Online Reinforcement Learning
Haichao Zhang · Wei Xu · Haonan Yu
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #102
The Surprising Effectiveness of Equivariant Models in Domains with Latent Symmetry
Dian Wang · Jung Yeon Park · Neel Sortur · Lawson Wong · Robin Walters · Robert Platt
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #121
Multi-skill Mobile Manipulation for Object Rearrangement
Jiayuan Gu · Devendra Singh Chaplot · Hao Su · Jitendra Malik
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #101
Near-optimal Policy Identification in Active Reinforcement Learning
Xiang Li · Viraj Mehta · Johannes Kirschner · Ian Char · Willie Neiswanger · Jeff Schneider · Andreas Krause · Ilija Bogunovic
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #120
Powderworld: A Platform for Understanding Generalization via Rich Task Distributions
Kevin Frans · Phillip Isola
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #119
Minimum Description Length Control
Ted Moskovitz · Ta-Chu Kao · Maneesh Sahani · Matthew Botvinick
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #99
BC-IRL: Learning Generalizable Reward Functions from Demonstrations
Andrew Szot · Amy Zhang · Dhruv Batra · Zsolt Kira · Franziska Meier
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #118
Become a Proficient Player with Limited Data through Watching Pure Videos
Weirui Ye · Yunsheng Zhang · Pieter Abbeel · Yang Gao
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #98
Learning About Progress From Experts
Jake Bruce · Ankit Anand · Bogdan Mazoure · Rob Fergus
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #117
Certifiably Robust Policy Learning against Adversarial Multi-Agent Communication
Yanchao Sun · Ruijie Zheng · Parisa Hassanzadeh · Yongyuan Liang · Soheil Feizi · Sumitra Ganesh · Furong Huang
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #97
Sample-Efficient Reinforcement Learning by Breaking the Replay Ratio Barrier
Pierluca D'Oro · Max Schwarzer · Evgenii Nikishin · Pierre-Luc Bacon · Marc G Bellemare · Aaron Courville
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #116
A System for Morphology-Task Generalization via Unified Representation and Behavior Distillation
Hiroki Furuta · Yusuke Iwasawa · Yutaka Matsuo · Shixiang Gu
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #96
POPGym: Benchmarking Partially Observable Reinforcement Learning
Steven Morad · Ryan Kortvelesy · Matteo Bettini · Stephan Liwicki · Amanda Prorok
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #115
Cheap Talk Discovery and Utilization in Multi-Agent Reinforcement Learning
Yat Long (Richie) Lo · Christian Schroeder de Witt · Samuel Sokota · Jakob Foerster · Shimon Whiteson
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #153
Global Explainability of GNNs via Logic Combination of Learned Concepts
Steve Azzolin · Antonio Longa · Pietro Barbiero · Pietro Lio · Andrea Passerini
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #154
Revisiting Graph Adversarial Attack and Defense From a Data Distribution Perspective
Kuan Li · Yang Liu · Xiang Ao · Qing He
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #136
Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning
Antonia Creswell · Murray Shanahan · Irina Higgins
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #155
An Exact Poly-Time Membership-Queries Algorithm for Extracting a Three-Layer ReLU Network
Amit Daniely · Elad Granot
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #137
Fairness and Accuracy under Domain Generalization
Thai-Hoang Pham · Xueru Zhang · Ping Zhang
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #156
Variational Information Pursuit for Interpretable Predictions
Aditya Chattopadhyay · Kwan Ho Ryan Chan · Benjamin Haeffele · Donald Geman · Rene Vidal
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #138
Quantile Risk Control: A Flexible Framework for Bounding the Probability of High-Loss Predictions
Jake Snell · Thomas Zollo · Zhun Deng · Toniann Pitassi · Richard Zemel
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #157
Quantifying and Mitigating the Impact of Label Errors on Model Disparity Metrics
Julius Adebayo · Melissa Hall · Bowen Yu · Bobbie Chern
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #139
Measure the Predictive Heterogeneity
Jiashuo Liu · Jiayun Wu · Renjie Pi · Renzhe Xu · Xingxuan Zhang · Bo Li · Peng Cui
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #158
MultiViz: Towards Visualizing and Understanding Multimodal Models
Paul Pu Liang · Yiwei Lyu · Gunjan Chhablani · Nihal Jain · Zihao Deng · Xingbo Wang · Louis-Philippe Morency · Ruslan Salakhutdinov
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #140
Effects of Graph Convolutions in Multi-layer Networks
Aseem Baranwal · Kimon Fountoulakis · Aukosh Jagannath
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #159
Memorization Capacity of Neural Networks with Conditional Computation
Erdem Koyuncu
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #141
Implicit Bias of Large Depth Networks: a Notion of Rank for Nonlinear Functions
Arthur Jacot
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #142
Constructive TT-representation of the tensors given as index interaction functions with applications
Gleb Ryzhakov · Ivan Oseledets
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #161
Benign Overfitting in Classification: Provably Counter Label Noise with Larger Models
Kaiyue Wen · Jiaye Teng · Jingzhao Zhang
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #143
Uniform-in-time propagation of chaos for the mean-field gradient Langevin dynamics
Taiji Suzuki · Atsushi Nitanda · Denny Wu
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #162
Information-Theoretic Analysis of Unsupervised Domain Adaptation
Ziqiao Wang · Yongyi Mao
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #144
Modeling content creator incentives on algorithm-curated platforms
Jiri Hron · Karl Krauth · Michael Jordan · Niki Kilbertus · Sarah Dean
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #163
Optimizing Spca-based Continual Learning: A Theoretical Approach
Chunchun Yang · Malik Tiomoko · Zengfu Wang
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #164
Amortised Invariance Learning for Contrastive Self-Supervision
Ruchika Chavhan · Jan Stuehmer · Calum Heggan · Mehrdad Yaghoobi · Timothy Hospedales
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #146
Unsupervised visualization of image datasets using contrastive learning
Niklas Böhm · Philipp Berens · Dmitry Kobak
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #165
Self-Supervised Set Representation Learning for Unsupervised Meta-Learning
Dong Bok Lee · Seanie Lee · Kenji Kawaguchi · Yunji Kim · Jihwan Bang · Jung-Woo Ha · Sung Ju Hwang
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #147
Temperature Schedules for self-supervised contrastive methods on long-tail data
Anna Kukleva · Moritz Böhle · Bernt Schiele · Hilde Kuehne · Christian Rupprecht
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Mon May 01 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #166
The hidden uniform cluster prior in self-supervised learning
Mahmoud Assran · Randall Balestriero · Quentin Duval · Florian Bordes · Ishan Misra · Piotr Bojanowski · Pascal Vincent · Michael Rabbat · Nicolas Ballas
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