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In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #38
Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees
In Poster Session 6
Swarnadeep Saha · Shiyue Zhang · Peter Hase · Mohit Bansal
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #57
Binding Language Models in Symbolic Languages
In Poster Session 6
Zhoujun Cheng · Tianbao Xie · Peng Shi · Chengzu Li · Rahul Nadkarni · Yushi Hu · Caiming Xiong · Dragomir Radev · Mari Ostendorf · Luke Zettlemoyer · Noah Smith · Tao Yu
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #37
WiNeRT: Towards Neural Ray Tracing for Wireless Channel Modelling and Differentiable Simulations
In Poster Session 6
Tribhuvanesh Orekondy · Kumar Pratik Kumar Pratik · Shreya Kadambi · Hao Ye · Joseph Soriaga · Arash Behboodi
[ Slides]  [ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #56
Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions
In Poster Session 6
David Bieber · Rishab Goel · Daniel Zheng · Hugo Larochelle · Daniel Tarlow
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #36
Greedification Operators for Policy Optimization: Investigating Forward and Reverse KL Divergences
In Poster Session 6
Alan Chan · Hugo Silva · Sungsu Lim · Tadashi Kozuno · A. Rupam Mahmood · Martha White
[ JMLR] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #169
ReAct: Synergizing Reasoning and Acting in Language Models
In Poster Session 6
Shunyu Yao · Jeffrey Zhao · Dian Yu · Nan Du · Izhak Shafran · Karthik Narasimhan · Yuan Cao
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #55
Automating Nearest Neighbor Search Configuration with Constrained Optimization
In Poster Session 6
Philip Sun · Ruiqi Guo · Sanjiv Kumar
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #35
Leveraging Future Relationship Reasoning for Vehicle Trajectory Prediction
In Poster Session 6
Daehee Park · Hobin Ryu · Yunseo Yang · Jegyeong Cho · Jiwon Kim · Kuk-Jin Yoon
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #31
On the Robustness to Misspecification of α-posteriors and Their Variational Approximations
In Poster Session 6
Marco Avella Medina · José Luis Montiel Olea · Cynthia Rush · Amilcar Velez
[ JMLR] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #54
CodeBPE: Investigating Subtokenization Options for Large Language Model Pretraining on Source Code
In Poster Session 6
Nadezhda Chirkova · Sergei Troshin
[ Slides]  [ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #34
GOOD: Exploring geometric cues for detecting objects in an open world
In Poster Session 6
Haiwen Huang · Andreas Geiger · Dan Zhang
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #53
Short-Term Memory Convolutions
In Poster Session 6
Grzegorz Stefański · Krzysztof Arendt · Paweł Daniluk · Bartłomiej Jasik · Artur Szumaczuk
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #33
Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model
In Poster Session 6
Yinhuai Wang · Jiwen Yu · Jian Zhang
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #52
Diagnosing and Rectifying Vision Models using Language
In Poster Session 6
Yuhui Zhang · Jeff Z. HaoChen · Shih-Cheng Huang · Kuan-Chieh Wang · James Y Zou · Serena Yeung
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #32
Real-Time Image Demoir$\acute{e}$ing on Mobile Devices
In Poster Session 6
Yuxin Zhang · Mingbao Lin · Xunchao Li · Han Liu · Guozhi Wang · Fei Chao · Ren Shuai · Yafei Wen · Xiaoxin Chen · Rongrong Ji
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #51
Switch-NeRF: Learning Scene Decomposition with Mixture of Experts for Large-scale Neural Radiance Fields
In Poster Session 6
Zhenxing Mi · Dan Xu
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #50
Is Attention All That NeRF Needs?
In Poster Session 6
Mukund Varma T · Peihao Wang · Xuxi Chen · Tianlong Chen · Subhashini Venugopalan · Zhangyang Wang
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #30
Consolidator: Mergable Adapter with Group Connections for Visual Adaptation
In Poster Session 6
Tianxiang Hao · Hui Chen · Yuchen Guo · Guiguang Ding
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #49
DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training
In Poster Session 6
Joya Chen · Kai Xu · Yuhui Wang · Yifei Cheng · Angela Yao
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #29
Learning Uncertainty for Unknown Domains with Zero-Target-Assumption
In Poster Session 6
Yu Yu · Hassan Sajjad · Jia Xu
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #48
Offline RL for Natural Language Generation with Implicit Language Q Learning
In Poster Session 6
Charlie Snell · Ilya Kostrikov · Yi Su · Sherry Yang · Sergey Levine
[ Slides]  [ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #28
LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation
In Poster Session 6
Xuheng Cai · Chao Huang · Lianghao Xia · Xubin Ren
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #47
Language Modelling with Pixels
In Poster Session 6
Phillip Rust · Jonas F. Lotz · Emanuele Bugliarello · Elizabeth Salesky · Miryam de Lhoneux · Desmond Elliott
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #27
CLIPSep: Learning Text-queried Sound Separation with Noisy Unlabeled Videos
In Poster Session 6
Hao-Wen Dong · Naoya Takahashi · Yuki Mitsufuji · Julian McAuley · Taylor Berg-Kirkpatrick
[ Slides]  [ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #26
Reversible Column Networks
In Poster Session 6
Yuxuan Cai · Yizhuang Zhou · Qi Han · Jianjian Sun · Xiangwen Kong · Jun Li · Xiangyu Zhang
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #167
A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
In Poster Session 6
Ido Galil · Mohammed Dabbah · Ran El-Yaniv
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #45
Compositionality with Variation Reliably Emerges in Neural Networks
In Poster Session 6
Henry Conklin · Kenny Smith
[ OpenReview] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #122
AutoGT: Automated Graph Transformer Architecture Search
In Poster Session 6
Zizhao Zhang · Xin Wang · Chaoyu Guan · Ziwei Zhang · Haoyang Li · Wenwu Zhu
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #25
Equivariance-aware Architectural Optimization of Neural Networks
In Poster Session 6
Kaitlin Maile · Dennis Wilson · Patrick Forré
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #44
Semi-Parametric Inducing Point Networks and Neural Processes
In Poster Session 6
Richa Rastogi · Yair Schiff · Alon Hacohen · Zhaozhi Li · Yi-Yuan Lee · Yuntian Deng · Mert Sabuncu · Volodymyr Kuleshov
[ Slides]  [ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #24
Relational Attention: Generalizing Transformers for Graph-Structured Tasks
In Poster Session 6
Cameron Diao · Ricky Loynd
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #43
Parametrizing Product Shape Manifolds by Composite Networks
In Poster Session 6
Josua Sassen · Klaus Hildebrandt · Martin Rumpf · Benedikt Wirth
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #23
DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion
In Poster Session 6
Qitan Wu · Chenxiao Yang · Wentao Zhao · Yixuan He · David Wipf · Junchi Yan
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #42
PowerQuant: Automorphism Search for Non-Uniform Quantization
In Poster Session 6
Edouard YVINEC · Arnaud Dapogny · MATTHIEU CORD · Kevin Bailly
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #22
Over-parameterized Model Optimization with Polyak-{\L}ojasiewicz Condition
In Poster Session 6
Yixuan Chen · Yubin Shi · Mingzhi Dong · Xiaochen Yang · Dongsheng Li · Yujiang Wang · Robert Dick · Qin Lv · Yingying Zhao · Fan Yang · Ning Gu · Li Shang
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #41
Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations
In Poster Session 6
Polina Kirichenko · Pavel Izmailov · Andrew Wilson
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #21
Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing
In Poster Session 6
Yunchong Song · Chenghu Zhou · Xinbing Wang · Zhouhan Lin
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #20
What Is Missing in IRM Training and Evaluation? Challenges and Solutions
In Poster Session 6
Yihua Zhang · Pranay Sharma · Parikshit Ram · Mingyi Hong · Kush Varshney · Sijia Liu
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #39
Dual Algorithmic Reasoning
In Poster Session 6
Danilo Numeroso · Davide Bacciu · Petar Veličković
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #58
ImageNet-X: Understanding Model Mistakes with Factor of Variation Annotations
In Poster Session 6
Badr Youbi Idrissi · Diane Bouchacourt · Randall Balestriero · Ivan Evtimov · Caner Hazirbas · Nicolas Ballas · Pascal Vincent · Michal Drozdzal · David Lopez-Paz · Mark Ibrahim
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #77
MA-BERT: Towards Matrix Arithmetic-only BERT Inference by Eliminating Complex Non-Linear Functions
In Poster Session 6
Wei Ming Neo · Zhehui Wang · Cheng Liu · Rick Goh · Tao Luo
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #59
Composing Ensembles of Pre-trained Models via Iterative Consensus
In Poster Session 6
Shuang Li · Yilun Du · Joshua B Tenenbaum · Antonio Torralba · Igor Mordatch
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #78
Hierarchical Abstraction for Combinatorial Generalization in Object Rearrangement
In Poster Session 6
Michael Chang · Alyssa Li Dayan · Franziska Meier · Thomas L. Griffiths · Sergey Levine · Amy Zhang
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #60
$\Lambda$-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells
In Poster Session 6
Sajad Movahedi · Melika Adabinejad · Ayyoob Imani · Arezou Keshavarz · Mostafa Dehghani · Azadeh Shakery · Babak Araabi
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #79
Encoding Recurrence into Transformers
In Poster Session 6
Feiqing Huang · Kexin Lu · Yuxi Cai · Zhen Qin · Yanwen Fang · Guangjian Tian · Guodong Li
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #61
Agree to Disagree: Diversity through Disagreement for Better Transferability
In Poster Session 6
Matteo Pagliardini · Martin Jaggi · François Fleuret · Sai Karimireddy
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #80
Deep Transformers without Shortcuts: Modifying Self-attention for Faithful Signal Propagation
In Poster Session 6
Bobby He · James Martens · Guodong Zhang · Aleksandar Botev · Andrew Brock · Samuel L Smith · Yee Whye Teh
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #62
More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity
In Poster Session 6
Shiwei Liu · Tianlong Chen · Xiaohan Chen · Xuxi Chen · Qiao Xiao · Boqian Wu · Tommi Kärkkäinen · Mykola Pechenizkiy · Decebal Constantin Mocanu · Zhangyang Wang
[ OpenReview] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #81
Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation
In Poster Session 6
Marius-Constantin Dinu · Markus Holzleitner · Maximilian Beck · Hoan Nguyen · Andrea Huber · Hamid Eghbalzadeh · Bernhard A. Moser · Sergei Pereverzyev · Sepp Hochreiter · Werner Zellinger
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #63
TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation
In Poster Session 6
Hyesu Lim · Byeonggeun Kim · Jaegul Choo · Sungha Choi
[ Slides]  [ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #82
Lossless Adaptation of Pretrained Vision Models For Robotic Manipulation
In Poster Session 6
Mohit Sharma · Claudio Fantacci · Yuxiang Zhou · Skanda Koppula · Nicolas Heess · Jonathan Scholz · Yusuf Aytar
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #64
Verifying the Union of Manifolds Hypothesis for Image Data
In Poster Session 6
Bradley Brown · Anthony Caterini · Brendan Ross · Jesse Cresswell · Gabriel Loaiza-Ganem
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #83
Unveiling the sampling density in non-uniform geometric graphs
In Poster Session 6
Raffaele Paolino · Aleksandar Bojchevski · Stephan Günnemann · Gitta Kutyniok · Ron Levie
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #65
Geometrically regularized autoencoders for non-Euclidean data
In Poster Session 6
Cheongjae Jang · Yonghyeon Lee · Yung-Kyun Noh · Frank Chongwoo Park
[ OpenReview] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #84
Simplified State Space Layers for Sequence Modeling
In Poster Session 6
Jimmy Smith · andrew warrington · Scott Linderman
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #66
Data Continuity Matters: Improving Sequence Modeling with Lipschitz Regularizer
In Poster Session 6
Eric Qu · Xufang Luo · Dongsheng Li
[ Slides]  [ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #85
Write and Paint: Generative Vision-Language Models are Unified Modal Learners
In Poster Session 6
Shizhe Diao · Wangchunshu Zhou · Xinsong Zhang · Jiawei Wang
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #67
$k$NN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference
In Poster Session 6
Benfeng Xu · Quan Wang · Zhendong Mao · Yajuan Lyu · Qiaoqiao She · Yongdong Zhang
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #86
A Simple Yet Powerful Deep Active Learning With Snapshots Ensembles
In Poster Session 6
Seohyeon Jung · Sanghyun Kim · Juho Lee
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #151
Packed Ensembles for efficient uncertainty estimation
In Poster Session 6
Olivier Laurent · Adrien Lafage · Enzo Tartaglione · Geoffrey Daniel · Jean-marc Martinez · Andrei Bursuc · Gianni Franchi
[ Slides]  [ Poster]  [ OpenReview] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #68
What learning algorithm is in-context learning? Investigations with linear models
In Poster Session 6
Ekin Akyürek · Dale Schuurmans · Jacob Andreas · Tengyu Ma · Denny Zhou
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #87
Part-Based Models Improve Adversarial Robustness
In Poster Session 6
Chawin Sitawarin · Kornrapat Pongmala · Yizheng Chen · Nicholas Carlini · David Wagner
[ Slides]  [ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #69
Effectively Modeling Time Series with Simple Discrete State Spaces
In Poster Session 6
Michael Zhang · Khaled Saab · Michael Poli · Tri Dao · Karan Goel · Christopher Re
[ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #88
Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning
In Poster Session 6
Do-Yeon Kim · Dong-Jun Han · Jun Seo · Jaekyun Moon
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #46
The Modality Focusing Hypothesis: Towards Understanding Crossmodal Knowledge Distillation
In Poster Session 6
Zihui Xue · Zhengqi Gao · Sucheng Ren · Hang Zhao
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #70
Understanding the Covariance Structure of Convolutional Filters
In Poster Session 6
Asher Trockman · Devin Willmott · Zico Kolter
[ OpenReview] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #89
Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching
In Poster Session 6
Donggyun Kim · Jinwoo Kim · Seongwoong Cho · Chong Luo · Seunghoon Hong
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #71
Hyperparameter Optimization through Neural Network Partitioning
In Poster Session 6
Bruno Mlodozeniec · Matthias Reisser · Christos Louizos
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #90
ContraNorm: A Contrastive Learning Perspective on Oversmoothing and Beyond
In Poster Session 6
Xiaojun Guo · Yifei Wang · Tianqi Du · Yisen Wang
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #168
Unsupervised Model Selection for Time Series Anomaly Detection
In Poster Session 6
Mononito Goswami · Cristian Challu · Laurent Callot · Lenon Minorics · Andrey Kan
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #72
Bridging the Gap to Real-World Object-Centric Learning
In Poster Session 6
Maximilian Seitzer · Max Horn · Andrii Zadaianchuk · Dominik Zietlow · Tianjun Xiao · Carl-Johann Simon-Gabriel · Tong He · Zheng Zhang · Bernhard Schoelkopf · Thomas Brox · Francesco Locatello
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #91
Disentanglement of Correlated Factors via Hausdorff Factorized Support
In Poster Session 6
Karsten Roth · Mark Ibrahim · Zeynep Akata · Pascal Vincent · Diane Bouchacourt
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #73
EquiMod: An Equivariance Module to Improve Visual Instance Discrimination
In Poster Session 6
Alexandre DEVILLERS · Mathieu Lefort
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #92
When to Make and Break Commitments?
In Poster Session 6
Alihan Hüyük · Zhaozhi Qian · Mihaela van der Schaar
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #74
Block and Subword-Scaling Floating-Point (BSFP) : An Efficient Non-Uniform Quantization For Low Precision Inference
In Poster Session 6
Yun-Chen Lo · Tse-Kuang Lee · Ren-Shuo Liu
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #93
A Statistical Framework for Personalized Federated Learning and Estimation: Theory, Algorithms, and Privacy
In Poster Session 6
Kaan Ozkara · Antonious Bebawy · Deepesh Data · Suhas Diggavi
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #75
Blurring Diffusion Models
In Poster Session 6
Emiel Hoogeboom · Tim Salimans
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #94
Neural Implicit Shape Editing using Boundary Sensitivity
In Poster Session 6
Arturs Berzins · Moritz Ibing · Leif Kobbelt
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #76
Efficient Federated Domain Translation
In Poster Session 6
Zeyu Zhou · Sheikh Shams Azam · Christopher Brinton · David Inouye
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #161
MeshDiffusion: Score-based Generative 3D Mesh Modeling
In Poster Session 6
Zhen Liu · Yao Feng · Michael J Black · Derek Nowrouzezahrai · Liam Paull · Weiyang Liu
[ Slides]  [ Poster]  [ OpenReview] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #95
Betty: An Automatic Differentiation Library for Multilevel Optimization
In Poster Session 6
Sang Choe · Willie Neiswanger · Pengtao Xie · Eric Xing
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #114
Winning Both the Accuracy of Floating Point Activation and the Simplicity of Integer Arithmetic
In Poster Session 6
Yulhwa Kim · Jaeyong Jang · Jehun Lee · Jihoon Park · Jeonghoon Kim · Byeonguk Kim · baeseong park · Se Jung Kwon · Dongsoo Lee · jae-joon kim
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #133
SoftZoo: A Soft Robot Co-design Benchmark For Locomotion In Diverse Environments
In Poster Session 6
Johnson (Tsun-Hsuan) Wang · Pingchuan Ma · Andrew Spielberg · Zhou Xian · Hao Zhang · Joshua B Tenenbaum · Daniela Rus · Chuang Gan
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #113
WikiWhy: Answering and Explaining Cause-and-Effect Questions
In Poster Session 6
Matthew Ho · Aditya Sharma · Justin Chang · Michael Saxon · Sharon Levy · Yujie Lu · William Wang
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #132
DaxBench: Benchmarking Deformable Object Manipulation with Differentiable Physics
In Poster Session 6
Siwei Chen · Yiqing Xu · Cunjun Yu · Linfeng Li · Xiao Ma · Zhongwen Xu · David Hsu
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #112
Equivariant Shape-Conditioned Generation of 3D Molecules for Ligand-Based Drug Design
In Poster Session 6
Keir Adams · Connor Coley
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #131
Multiple sequence alignment as a sequence-to-sequence learning problem
In Poster Session 6
Edo Dotan · Yonatan Belinkov · Oren Avram · Elya Wygoda · Noa Ecker · Michael Alburquerque · Omri Keren · Gil Loewenthal · Tal Pupko
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #111
Context-enriched molecule representations improve few-shot drug discovery
In Poster Session 6
Johannes Schimunek · Philipp Seidl · Lukas Friedrich · Daniel Kuhn · Friedrich Rippmann · Sepp Hochreiter · Günter Klambauer
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #130
Interneurons accelerate learning dynamics in recurrent neural networks for statistical adaptation
In Poster Session 6
David Lipshutz · Cengiz Pehlevan · Dmitri Chklovskii
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #110
SGDA with shuffling: faster convergence for nonconvex-PŁ minimax optimization
In Poster Session 6
Hanseul Cho · Chulhee Yun
[ Slides]  [ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #129
Trainable Weight Averaging: Efficient Training by Optimizing Historical Solutions
In Poster Session 6
Tao Li · Zhehao Huang · Qinghua Tao · Yingwen Wu · Xiaolin Huang
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #109
Solving stochastic weak Minty variational inequalities without increasing batch size
In Poster Session 6
Thomas Pethick · Olivier Fercoq · Puya Latafat · Panagiotis Patrinos · Volkan Cevher
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #128
Min-Max Multi-objective Bilevel Optimization with Applications in Robust Machine Learning
In Poster Session 6
Alex Gu · Songtao Lu · Parikshit Ram · Tsui-Wei Weng
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #108
Fast Nonlinear Vector Quantile Regression
In Poster Session 6
Aviv A. Rosenberg · Sanketh Vedula · Yaniv Romano · Alexander Bronstein
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #127
Meta Temporal Point Processes
In Poster Session 6
Wonho Bae · Mohamed Ahmed · Frederick Tung · Gabriel Oliveira
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #107
Riemannian Metric Learning via Optimal Transport
In Poster Session 6
Christopher Basil Scarvelis · Justin Solomon
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #126
Evolving Populations of Diverse RL Agents with MAP-Elites
In Poster Session 6
Thomas PIERROT · Arthur Flajolet
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #106
Provably Efficient Risk-Sensitive Reinforcement Learning: Iterated CVaR and Worst Path
In Poster Session 6
Yihan Du · Siwei Wang · Longbo Huang
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #125
Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning
In Poster Session 6
Zhendong Wang · Jonathan J Hunt · Mingyuan Zhou
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #105
Scaling Laws for a Multi-Agent Reinforcement Learning Model
In Poster Session 6
Oren Neumann · Claudius Gros
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #124
Simplifying Model-based RL: Learning Representations, Latent-space Models, and Policies with One Objective
In Poster Session 6
Raj Ghugare · Homanga Bharadhwaj · Benjamin Eysenbach · Sergey Levine · Russ Salakhutdinov
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #104
Impossibly Good Experts and How to Follow Them
In Poster Session 6
Aaron Walsman · Muru Zhang · Sanjiban Choudhury · Dieter Fox · Ali Farhadi
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #123
Reward Design with Language Models
In Poster Session 6
Minae Kwon · Sang Michael Xie · Kalesha Bullard · Dorsa Sadigh
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #103
Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Weighting
In Poster Session 6
Zhang-Wei Hong · Pulkit Agrawal · Remi Tachet des Combes · Romain Laroche
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #102
Visual Imitation Learning with Patch Rewards
In Poster Session 6
Minghuan Liu · Tairan He · Weinan Zhang · shuicheng YAN · Zhongwen Xu
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #101
Backstepping Temporal Difference Learning
In Poster Session 6
Han-Dong Lim · Donghwan Lee
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #120
Expressive Monotonic Neural Networks
In Poster Session 6
Niklas Nolte · Ouail Kitouni · Mike Williams
[ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #100
Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation
In Poster Session 6
Lorenz Kuhn · Yarin Gal · Sebastian Farquhar
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #119
Certified Training: Small Boxes are All You Need
In Poster Session 6
Mark N Müller · Franziska Eckert · Marc Fischer · Martin Vechev
[ OpenReview] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #99
Confidential-PROFITT: Confidential PROof of FaIr Training of Trees
In Poster Session 6
Ali Shahin Shamsabadi · Sierra Wyllie · Nicholas Franzese · Natalie Dullerud · Sébastien Gambs · Nicolas Papernot · Xiao Wang · Adrian Weller
[ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #118
MEDFAIR: Benchmarking Fairness for Medical Imaging
In Poster Session 6
Yongshuo Zong · Yongxin Yang · Timothy Hospedales
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #98
Inequality phenomenon in $l_{\infty}$-adversarial training, and its unrealized threats
In Poster Session 6
Ranjie Duan · YueFeng Chen · Yao Zhu · Xiaojun Jia · Rong Zhang · Hui Xue'
[ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #117
Disparate Impact in Differential Privacy from Gradient Misalignment
In Poster Session 6
Maria Esipova · Atiyeh Ashari Ghomi · Yaqiao Luo · Jesse Cresswell
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #97
Causal Confusion and Reward Misidentification in Preference-Based Reward Learning
In Poster Session 6
Jeremy Tien · Zhiyang He · Zackory Erickson · Anca Dragan · Daniel Brown
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #116
Panning for Gold in Federated Learning: Targeted Text Extraction under Arbitrarily Large-Scale Aggregation
In Poster Session 6
Hong-Min Chu · Jonas Geiping · Liam H Fowl · Micah Goldblum · Tom Goldstein
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #96
Excess Risk of Two-Layer ReLU Neural Networks in Teacher-Student Settings and its Superiority to Kernel Methods
In Poster Session 6
Akiyama Shunta · Taiji Suzuki
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #115
On The Specialization of Neural Modules
In Poster Session 6
Devon Jarvis · Richard Klein · Benjamin Rosman · Andrew Saxe
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #148
Label-free Concept Bottleneck Models
In Poster Session 6
Tuomas Oikarinen · Subhro Das · Lam Nguyen · Tsui-Wei Weng
[ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #134
Depth Separation with Multilayer Mean-Field Networks
In Poster Session 6
Yunwei Ren · Mo Zhou · Rong Ge
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #153
Pitfalls of Gaussians as a noise distribution in NCE
In Poster Session 6
Holden Lee · Chirag Pabbaraju · Anish Sevekari · Andrej Risteski
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #135
Near-optimal Coresets for Robust Clustering
In Poster Session 6
Lingxiao Huang · Shaofeng Jiang · Jianing Lou · Xuan Wu
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #154
Towards convergence to Nash equilibria in two-team zero-sum games
In Poster Session 6
Foivos Kalogiannis · Ioannis Panageas · Emmanouil-Vasileios Vlatakis-Gkaragkounis
[ OpenReview] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #136
Efficiently Computing Nash Equilibria in Adversarial Team Markov Games
In Poster Session 6
Foivos Kalogiannis · Ioannis Anagnostides · Ioannis Panageas · Emmanouil-Vasileios Vlatakis-Gkaragkounis · Vaggos Chatziafratis · Stelios Stavroulakis
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #155
Robust Algorithms on Adaptive Inputs from Bounded Adversaries
In Poster Session 6
Yeshwanth Cherapanamjeri · Sandeep Silwal · David Woodruff · Fred Zhang · Qiuyi Zhang · Samson Zhou
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #137
A view of mini-batch SGD via generating functions: conditions of convergence, phase transitions, benefit from negative momenta.
In Poster Session 6
Maksim Velikanov · Denis Kuznedelev · Dmitry Yarotsky
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #156
Variance-Aware Sparse Linear Bandits
In Poster Session 6
Yan Dai · Ruosong Wang · Simon Du
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #138
Strong inductive biases provably prevent harmless interpolation
In Poster Session 6
Michael Aerni · Marco Milanta · Konstantin Donhauser · Fanny Yang
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #157
Subquadratic Algorithms for Kernel Matrices via Kernel Density Estimation
In Poster Session 6
Ainesh Bakshi · Piotr Indyk · Praneeth Kacham · Sandeep Silwal · Samson Zhou
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #139
Forward Super-Resolution: How Can GANs Learn Hierarchical Generative Models for Real-World Distributions
In Poster Session 6
Zeyuan Allen-Zhu · Yuanzhi Li
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #158
Plateau in Monotonic Linear Interpolation --- A "Biased" View of Loss Landscape for Deep Networks
In Poster Session 6
Xiang Wang · Annie Wang · Mo Zhou · Rong Ge
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #140
Statistical Efficiency of Score Matching: The View from Isoperimetry
In Poster Session 6
Frederic Koehler · Alexander Heckett · Andrej Risteski
[ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #159
Nonlinear Reconstruction for Operator Learning of PDEs with Discontinuities
In Poster Session 6
Samuel Lanthaler · Roberto Molinaro · Patrik Hadorn · Siddhartha Mishra
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #141
Learning in temporally structured environments
In Poster Session 6
Matt Jones · Tyler Scott · Mengye Ren · Gamaleldin Elsayed · Katherine Hermann · David Mayo · Michael Mozer
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 5% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #150
A Kernel Perspective of Skip Connections in Convolutional Networks
In Poster Session 6
Daniel Barzilai · Amnon Geifman · Meirav Galun · Ronen Basri
[ Poster]  [ OpenReview] 
In-Person Poster presentation / top 25% paper
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #160
Learning with Stochastic Orders
In Poster Session 6
Carles Domingo i Enrich · Yair Schiff · Youssef Mroueh
[ Slides]  [ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #143
DAVA: Disentangling Adversarial Variational Autoencoder
In Poster Session 6
Benjamin Estermann · Roger Wattenhofer
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #162
Fake It Until You Make It : Towards Accurate Near-Distribution Novelty Detection
In Poster Session 6
Hossein Mirzaei · Mohammadreza Salehi · Sajjad Shahabi · Efstratios Gavves · Cees G Snoek · Mohammad Sabokrou · Mohammad Hossein Rohban
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #144
Unsupervised 3D Object Learning through Neuron Activity aware Plasticity
In Poster Session 6
Beomseok Kang · Biswadeep Chakraborty · Saibal Mukhopadhyay
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #163
Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles
In Poster Session 6
Biswadeep Chakraborty · Saibal Mukhopadhyay
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #145
SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models
In Poster Session 6
Ziyi Wu · Nikita Dvornik · Klaus Greff · Thomas Kipf · Animesh Garg
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #164
A Message Passing Perspective on Learning Dynamics of Contrastive Learning
In Poster Session 6
Yifei Wang · Qi Zhang · Tianqi Du · Jiansheng Yang · Zhouchen Lin · Yisen Wang
[ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #146
Universal Approximation Theorems for Differentiable Geometric Deep Learning
In Poster Session 6
Anastasis Kratsios · Léonie Papon
[ Poster]  [ JMLR] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #165
Rethinking the Effect of Data Augmentation in Adversarial Contrastive Learning
In Poster Session 6
Rundong Luo · Yifei Wang · Yisen Wang
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #147
Self-Supervised Geometric Correspondence for Category-Level 6D Object Pose Estimation in the Wild
In Poster Session 6
Kaifeng Zhang · Yang Fu · Shubhankar Borse · Hong Cai · Fatih Porikli · Xiaolong Wang
[ Poster]  [ OpenReview] 
In-Person Poster presentation / poster accept
Wed May 03 07:30 AM -- 09:30 AM (PDT) @ MH1-2-3-4 #166
Exploring The Role of Mean Teachers in Self-supervised Masked Auto-Encoders
In Poster Session 6
Youngwan Lee · Jeff Willette · Jonghee Kim · Juho Lee · Sung Ju Hwang
[ Poster]  [ OpenReview]