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Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Stochastic Training is Not Necessary for Generalization
Jonas Geiping · Micah Goldblum · Phil Pope · Michael Moeller · Tom Goldstein
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Igeood: An Information Geometry Approach to Out-of-Distribution Detection
Eduardo Dadalto Câmara Gomes · Florence Alberge · Pierre Duhamel · Pablo Piantanida
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
RegionViT: Regional-to-Local Attention for Vision Transformers
Chun-Fu (Richard) Chen · Rameswar Panda · Quanfu Fan
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Towards Empirical Sandwich Bounds on the Rate-Distortion Function
Yibo Yang · Stephan Mandt
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Efficient Self-supervised Vision Transformers for Representation Learning
Chunyuan Li · Jianwei Yang · Pengchuan Zhang · Mei Gao · Bin Xiao · Xiyang Dai · Lu Yuan · Jianfeng Gao
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
PAC Prediction Sets Under Covariate Shift
Sangdon Park · Edgar Dobriban · Insup Lee · Osbert Bastani
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
It Takes Four to Tango: Multiagent Self Play for Automatic Curriculum Generation
Yuqing Du · Pieter Abbeel · Aditya Grover
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Information-theoretic Online Memory Selection for Continual Learning
Shengyang Sun · Daniele Calandriello · Huiyi Hu · Ang Li · Michalis Titsias
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis
Siyi Tang · Jared Dunnmon · Khaled Saab · Xuan Zhang · Qianying Huang · Florian Dubost · Daniel Rubin · Christopher Lee-Messer
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
EXACT: Scalable Graph Neural Networks Training via Extreme Activation Compression
Zirui Liu · Kaixiong Zhou · Fan Yang · Li Li · Rui Chen · Xia Hu
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Continuous-Time Meta-Learning with Forward Mode Differentiation
Tristan Deleu · David Kanaa · Leo Feng · Giancarlo Kerg · Yoshua Bengio · Guillaume Lajoie · Pierre-Luc Bacon
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining
Ahmed Imtiaz Humayun · Randall Balestriero · Richard Baraniuk
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer
Sachin Mehta · Mohammad Rastegari
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Toward Faithful Case-based Reasoning through Learning Prototypes in a Nearest Neighbor-friendly Space.
Seyed Omid Davoudi · Majid Komeili
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Near-optimal Offline Reinforcement Learning with Linear Representation: Leveraging Variance Information with Pessimism
Ming Yin · Yaqi Duan · Mengdi Wang · Yu-Xiang Wang
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Network Augmentation for Tiny Deep Learning
Han Cai · Chuang Gan · Ji Lin · Song Han
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Visual Correspondence Hallucination
Hugo Germain · Vincent Lepetit · Guillaume Bourmaud
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Learning Transferable Reward for Query Object Localization with Policy Adaptation
Tingfeng Li · Shaobo Han · Martin Min · Dimitris Metaxas
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
A Generalized Weighted Optimization Method for Computational Learning and Inversion
Kui Ren · Yunan Yang · Björn Engquist
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
What Makes Better Augmentation Strategies? Augment Difficult but Not too Different
Jaehyung Kim · Dongyeop Kang · Sungsoo Ahn · Jinwoo Shin
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Givens Coordinate Descent Methods for Rotation Matrix Learning in Trainable Embedding Indexes
Yunjiang Jiang · Han Zhang · Yiming Qiu · Yun Xiao · Bo Long · Wen-Yun Yang
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Quadtree Attention for Vision Transformers
Shitao Tang · Jiahui Zhang · Siyu Zhu · Ping Tan
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
AEVA: Black-box Backdoor Detection Using Adversarial Extreme Value Analysis
junfeng guo · Ang Li · Cong Liu
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Noisy Feature Mixup
Soon Hoe Lim · N. Benjamin Erichson · Francisco Utrera · Winnie Xu · Michael W Mahoney
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs
Mikhail Galkin · Etienne Denis · Jiapeng Wu · William Hamilton
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Scalable Sampling for Nonsymmetric Determinantal Point Processes
Insu Han · Mike Gartrell · Jennifer Gillenwater · Elvis Dohmatob · Amin Karbasi
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Deep AutoAugment
Yu Zheng · Zhi Zhang · Shen Yan · Mi Zhang
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Auto-Transfer: Learning to Route Transferable Representations
Keerthiram Murugesan · Vijay Sadashivaiah · Ronny Luss · Karthikeyan Shanmugam · Pin-Yu Chen · Amit Dhurandhar
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Hierarchical Few-Shot Imitation with Skill Transition Models
Kourosh Hakhamaneshi · Ruihan Zhao · Albert Zhan · Pieter Abbeel · Michael Laskin
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
FairCal: Fairness Calibration for Face Verification
Tiago Salvador · Stephanie Cairns · Vikram Voleti · Noah Marshall · Adam Oberman
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Optimizer Amalgamation
Tianshu Huang · Tianlong Chen · Sijia Liu · Shiyu Chang · Lisa Amini · Zhangyang Wang
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Fast AdvProp
Jieru Mei · Yucheng Han · Yutong Bai · Yixiao Zhang · Yinigwei Li · xianhang li · Alan Yuille · Cihang Xie
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Graph Condensation for Graph Neural Networks
Wei Jin · Lingxiao Zhao · Shichang Zhang · Yozen Liu · Jiliang Tang · Neil Shah
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Language-driven Semantic Segmentation
Boyi Li · Kilian Weinberger · Serge Belongie · Vladlen Koltun · Rene Ranftl
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks
Peihao Zhu · Rameen Abdal · John Femiani · Peter Wonka
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning
Jiawei Yang · Hanbo Chen · Jiangpeng Yan · Xiaoyu Chen · Jianhua Yao
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Sound and Complete Neural Network Repair with Minimality and Locality Guarantees
Feisi Fu · Wenchao Li
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Chemical-Reaction-Aware Molecule Representation Learning
Hongwei Wang · Weijiang Li · Xiaomeng Jin · Kyunghyun Cho · Heng Ji · Jiawei Han · Martin Burke
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Effect of scale on catastrophic forgetting in neural networks
Vinay Ramasesh · Aitor Lewkowycz · Ethan Dyer
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Privacy Implications of Shuffling
Casey Meehan · Amrita Roy Chowdhury · Kamalika Chaudhuri · Somesh Jha
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Transform2Act: Learning a Transform-and-Control Policy for Efficient Agent Design
Ye Yuan · Yuda Song · Zhengyi Luo · Wen Sun · Kris Kitani
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice
Peihao Wang · Wenqing Zheng · Tianlong Chen · Zhangyang Wang
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
How unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis
shuai ZHANG · Meng Wang · Sijia Liu · Pin-Yu Chen · Jinjun Xiong
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
How to deal with missing data in supervised deep learning?
Niels Ipsen · Pierre-Alexandre Mattei · Jes Frellsen
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Controlling Directions Orthogonal to a Classifier
Yilun Xu · Hao He · Tianxiao Shen · Tommi Jaakkola
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Fair Normalizing Flows
Mislav Balunovic · Anian Ruoss · Martin Vechev
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Scarf: Self-Supervised Contrastive Learning using Random Feature Corruption
Dara Bahri · Heinrich Jiang · Yi Tay · Donald Metzler
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Sqrt(d) Dimension Dependence of Langevin Monte Carlo
Ruilin Li · Hongyuan Zha · Molei Tao
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Score-Based Generative Modeling with Critically-Damped Langevin Diffusion
Tim Dockhorn · Arash Vahdat · Karsten Kreis
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Learning by Directional Gradient Descent
David Silver · Anirudh Goyal · Ivo Danihelka · Matteo Hessel · Hado van Hasselt
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Spatial Graph Attention and Curiosity-driven Policy for Antiviral Drug Discovery
Yulun Wu · Nicholas Choma · Andrew Chen · Mikaela Cashman · Erica Teixeira Prates · Veronica Melesse Vergara · Manesh Shah · Austin Clyde · Thomas Brettin · Wibe de Jong · Neeraj Kumar · Martha Head · Rick Stevens · Peter Nugent · Daniel Jacobson · James Brown
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Actor-critic is implicitly biased towards high entropy optimal policies
Yuzheng Hu · Ziwei Ji · Matus Telgarsky
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Hyperparameter Tuning with Renyi Differential Privacy
Nicolas Papernot · Thomas Steinke
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Relating transformers to models and neural representations of the hippocampal formation
James Whittington · Joseph Warren · Timothy Behrens
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
EigenGame Unloaded: When playing games is better than optimizing
Ian Gemp · Brian McWilliams · Claire Vernade · Thore Graepel
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Gradient Importance Learning for Incomplete Observations
Qitong Gao · Dong Wang · Joshua Amason · Siyang Yuan · Chenyang Tao · Ricardo Henao · Majda Hadziahmetovic · Lawrence Carin · Miroslav Pajic
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Should I Run Offline Reinforcement Learning or Behavioral Cloning?
Aviral Kumar · Joey Hong · Anikait Singh · Sergey Levine
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Critical Points in Quantum Generative Models
Eric Anschuetz
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Salient ImageNet: How to discover spurious features in Deep Learning?
Sahil Singla · Soheil Feizi
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Offline Reinforcement Learning with Implicit Q-Learning
Ilya Kostrikov · Ashvin Nair · Sergey Levine
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Transition to Linearity of Wide Neural Networks is an Emerging Property of Assembling Weak Models
Chaoyue Liu · Libin Zhu · Mikhail Belkin
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs
Zhisheng Xiao · Karsten Kreis · Arash Vahdat
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Learn Locally, Correct Globally: A Distributed Algorithm for Training Graph Neural Networks
Morteza Ramezani · Weilin Cong · Mehrdad Mahdavi · Mahmut Kandemir · Anand Sivasubramaniam
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Inscrutable Representations
Sarath Sreedharan · Utkarsh Soni · Mudit Verma · Siddharth Srivastava · Subbarao Kambhampati
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design
Yoav Levine · Noam Wies · Daniel Jannai · Dan Navon · Yedid Hoshen · Amnon Shashua
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Real-Time Neural Voice Camouflage
Mia Chiquier · Chengzhi Mao · Carl Vondrick
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
NAS-Bench-Suite: NAS Evaluation is (Now) Surprisingly Easy
Yash Mehta · Colin White · Arber Zela · Arjun Krishnakumar · Guri Zabergja · Shakiba Moradian · Mahmoud Safari · Kaicheng Yu · Frank Hutter
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Efficiently Modeling Long Sequences with Structured State Spaces
Albert Gu · Karan Goel · Christopher Re
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Modular Lifelong Reinforcement Learning via Neural Composition
Jorge Mendez · Harm van Seijen · ERIC EATON
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Learning Hierarchical Structures with Differentiable Nondeterministic Stacks
Brian DuSell · David Chiang
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Hybrid Memoised Wake-Sleep: Approximate Inference at the Discrete-Continuous Interface
Tuan Anh Le · Katherine Collins · Luke Hewitt · Kevin Ellis · Siddharth N · Samuel Gershman · Joshua B Tenenbaum
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Contextualized Scene Imagination for Generative Commonsense Reasoning
PeiFeng Wang · Jonathan Zamora · Junfeng Liu · Filip Ilievski · Muhao Chen · Xiang Ren
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
COPA: Certifying Robust Policies for Offline Reinforcement Learning against Poisoning Attacks
Fan Wu · Linyi Li · Huan Zhang · Bhavya Kailkhura · Krishnaram Kenthapadi · DING ZHAO · Bo Li
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
How Much Can CLIP Benefit Vision-and-Language Tasks?
Sheng Shen · Liunian Li · Hao Tan · Mohit Bansal · Anna Rohrbach · Kai-Wei Chang · Zhewei Yao · Kurt Keutzer
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
$\mathrm{SO}(2)$-Equivariant Reinforcement Learning
Dian Wang · Robin Walters · Robert Platt
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
THOMAS: Trajectory Heatmap Output with learned Multi-Agent Sampling
Thomas Gilles · Stefano Sabatini · Dzmitry Tsishkou · Bogdan Stanciulescu · Fabien Moutarde
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
On Predicting Generalization using GANs
Yi Zhang · Arushi Gupta · Nikunj Umesh Saunshi · Sanjeev Arora
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series
Enyan Dai · Jie Chen
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
The Spectral Bias of Polynomial Neural Networks
Moulik Choraria · Leello Dadi · Grigorios Chrysos · Julien Mairal · Volkan Cevher
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction
Bowen Shi · Wei-Ning Hsu · Kushal Lakhotia · Abdelrahman Mohamed
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Fast topological clustering with Wasserstein distance
Tananun Songdechakraiwut · Bryan Krause · Matthew Banks · Kirill Nourski · Barry Van Veen
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Revisiting Design Choices in Offline Model Based Reinforcement Learning
Cong Lu · Philip Ball · Jack Parker-Holder · Michael Osborne · S Roberts
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
An Experimental Design Perspective on Model-Based Reinforcement Learning
Viraj Mehta · Biswajit Paria · Jeff Schneider · Stefano Ermon · Willie Neiswanger
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Distributional Reinforcement Learning with Monotonic Splines
Yudong Luo · Guiliang Liu · Haonan Duan · Oliver Schulte · Pascal Poupart
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Anisotropic Random Feature Regression in High Dimensions
Gabriel Mel · Jeffrey Pennington
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Chunked Autoregressive GAN for Conditional Waveform Synthesis
Max Morrison · Rithesh Kumar · Kundan Kumar · Prem Seetharaman · Aaron Courville · Yoshua Bengio
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Learning to Guide and to be Guided in the Architect-Builder Problem
Paul Barde · Tristan Karch · Derek Nowrouzezahrai · Clément Moulin-Frier · Chris J Pal · Pierre-Yves Oudeyer
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Escaping limit cycles: Global convergence for constrained nonconvex-nonconcave minimax problems
Thomas Pethick · Puya Latafat · Panos Patrinos · Olivier Fercoq · Volkan Cevher
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation
Yan Zhang · David Zhang · Simon Lacoste-Julien · Gertjan J Burghouts · Cees G Snoek
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Audio Lottery: Speech Recognition Made Ultra-Lightweight, Noise-Robust, and Transferable
Shaojin Ding · Tianlong Chen · Zhangyang Wang
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Spherical Message Passing for 3D Molecular Graphs
Yi Liu · Limei Wang · Meng Liu · Yuchao Lin · Xuan Zhang · Bora Oztekin · Shuiwang Ji
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Eliminating Sharp Minima from SGD with Truncated Heavy-tailed Noise
Xingyu Wang · Sewoong Oh · Chang-Han Rhee
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation
Xiuye Gu · Tsung-Yi Lin · Weicheng Kuo · Yin Cui
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
DISSECT: Disentangled Simultaneous Explanations via Concept Traversals
Asma Ghandeharioun · Been Kim · Chun-Liang Li · Brendan Jou · Brian Eoff · Rosalind Picard
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
When Vision Transformers Outperform ResNets without Pre-training or Strong Data Augmentations
Xiangning Chen · Cho-Jui Hsieh · Boqing Gong
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Incremental False Negative Detection for Contrastive Learning
Tsai-Shien Chen · Wei-Chih Hung · Hung-Yu Tseng · Shao-Yi Chien · Ming-Hsuan Yang
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Task Affinity with Maximum Bipartite Matching in Few-Shot Learning
Cat Le · Juncheng Dong · Mohammadreza Soltani · VAHID TAROKH
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
From Stars to Subgraphs: Uplifting Any GNN with Local Structure Awareness
Lingxiao Zhao · Wei Jin · Leman Akoglu · Neil Shah
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Which Shortcut Cues Will DNNs Choose? A Study from the Parameter-Space Perspective
Luca Scimeca · Seong Joon Oh · Sanghyuk Chun · Michael Poli · Sangdoo Yun
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Understanding Intrinsic Robustness Using Label Uncertainty
Xiao Zhang · David Evans
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
A Tale of Two Flows: Cooperative Learning of Langevin Flow and Normalizing Flow Toward Energy-Based Model
Jianwen Xie · yaxuan zhu · Jun Li · Ping Li
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Environment Predictive Coding for Visual Navigation
Santhosh Kumar Ramakrishnan · Tushar Nagarajan · Ziad Al-Halah · Kristen Grauman
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Vision-Based Manipulators Need to Also See from Their Hands
Kyle Hsu · Moo Kim · Rafael Rafailov · Jiajun Wu · Chelsea Finn
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
W-CTC: a Connectionist Temporal Classification Loss with Wild Cards
Xingyu Cai · Jiahong Yuan · Yuchen Bian · Guangxu Xun · Jiaji Huang · Kenneth Church
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
DictFormer: Tiny Transformer with Shared Dictionary
Qian Lou · Ting Hua · Yen-Chang Hsu · Yilin Shen · Hongxia Jin
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT) @ Virtual
Fast Model Editing at Scale
Eric Mitchell · Charles Lin · Antoine Bosselut · Chelsea Finn · Christopher Manning
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
DEGREE: Decomposition Based Explanation for Graph Neural Networks
Qizhang Feng · Ninghao Liu · Fan Yang · Ruixiang Tang · Mengnan Du · Xia Hu
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Illiterate DALL-E Learns to Compose
Gautam Singh · Fei Deng · Sungjin Ahn
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Hindsight is 20/20: Leveraging Past Traversals to Aid 3D Perception
Yurong You · Katie Luo · Xiangyu Chen · Junan Chen · Wei-Lun Chao · Wen Sun · Bharath Hariharan · Mark Campbell · Kilian Weinberger
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Continual Learning with Filter Atom Swapping
Zichen Miao · Ze Wang · Wei Chen · Qiang Qiu
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
MCMC Should Mix: Learning Energy-Based Model with Neural Transport Latent Space MCMC
Erik Nijkamp · Ruiqi Gao · Pavel Sountsov · Srinivas Vasudevan · Bo Pang · Song-Chun Zhu · Yingnian Wu
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Mapping Language Models to Grounded Conceptual Spaces
Roma Patel · Ellie Pavlick
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning
Yulun Zhang · Huan Wang · Can Qin · Yun Fu
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Group-based Interleaved Pipeline Parallelism for Large-scale DNN Training
PengCheng Yang · Xiaoming Zhang · Wenpeng Zhang · Ming Yang · Hong Wei
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Neural Relational Inference with Node-Specific Information
Ershad Banijamali
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Coordination Among Neural Modules Through a Shared Global Workspace
Anirudh Goyal · Aniket Didolkar · Alex Lamb · Kartikeya Badola · Nan Rosemary Ke · Nasim Rahaman · Jonathan Binas · Charles Blundell · Michael Mozer · Yoshua Bengio
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Exploring the Limits of Large Scale Pre-training
Samira Abnar · Mostafa Dehghani · Behnam Neyshabur · Hanie Sedghi
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing
Fan Wu · Linyi Li · Zijian Huang · Yevgeniy Vorobeychik · DING ZHAO · Bo Li
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Adversarial Support Alignment
Shangyuan Tong · Timur Garipov · Yang Zhang · Shiyu Chang · Tommi Jaakkola
Poster
Mon Apr 25 10:30 AM -- 12:30 PM (PDT)
Peek-a-Boo: What (More) is Disguised in a Randomly Weighted Neural Network, and How to Find It Efficiently
Xiaohan Chen · Jason Zhang · Zhangyang Wang