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(73 events)   Timezone: America/Los_Angeles  
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The 2021 schedule is still incomplete
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Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
ALFWorld: Aligning Text and Embodied Environments for Interactive Learning
In Poster Session 09
Mohit Shridhar · Eric Yuan · Marc-Alexandre Cote · Yonatan Bisk · Adam Trischler · Matthew Hausknecht
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Learning to Generate 3D Shapes with Generative Cellular Automata
In Poster Session 09
Dongsu Zhang · Changwoon Choi · Jeonghwan Kim · Young Min Kim
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation
In Poster Session 09
Mrigank Raman · Aaron Chan · Siddhant Agarwal · PeiFeng Wang · Hansen Wang · Sungchul Kim · Ryan Rossi · Handong Zhao · Nedim Lipka · Xiang Ren
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Emergent Symbols through Binding in External Memory
In Poster Session 09
Taylor Webb · Ishan Sinha · Jonathan Cohen
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Explainable Subgraph Reasoning for Forecasting on Temporal Knowledge Graphs
In Poster Session 09
Zhen Han · Peng Chen · Yunpu Ma · Volker Tresp
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
PolarNet: Learning to Optimize Polar Keypoints for Keypoint Based Object Detection
In Poster Session 09
wu xiongwei · Doyen Sahoo · Steven HOI
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
A Geometric Analysis of Deep Generative Image Models and Its Applications
In Poster Session 09
Binxu Wang · Carlos Ponce
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
CPR: Classifier-Projection Regularization for Continual Learning
In Poster Session 09
Sungmin Cha · Hsiang Hsu · Taebaek Hwang · Flavio Calmon · Taesup Moon
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Combining Physics and Machine Learning for Network Flow Estimation
In Poster Session 09
Arlei Lopes da Silva · Furkan Kocayusufoglu · Saber Jafarpour · Francesco Bullo · Ananthram Swami · Ambuj K Singh
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Generating Furry Cars: Disentangling Object Shape and Appearance across Multiple Domains
In Poster Session 09
Utkarsh Ojha · Krishna Kumar Singh · Yong Jae Lee
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Efficient Empowerment Estimation for Unsupervised Stabilization
In Poster Session 09
Ruihan Zhao · Kevin Lu · Pieter Abbeel · Stas Tiomkin
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Improved Autoregressive Modeling with Distribution Smoothing
In Poster Session 09
Chenlin Meng · Jiaming Song · Yang Song · Shengjia Zhao · Stefano Ermon
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Evaluating the Disentanglement of Deep Generative Models through Manifold Topology
In Poster Session 09
Sharon Zhou · Eric Zelikman · Fred Lu · Andrew Ng · Gunnar E Carlsson · Stefano Ermon
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
AdaFuse: Adaptive Temporal Fusion Network for Efficient Action Recognition
In Poster Session 09
Yue Meng · Rameswar Panda · Chung-Ching Lin · Prasanna Sattigeri · Leonid Karlinsky · Kate Saenko · Aude Oliva · Rogerio Feris
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers
In Poster Session 09
Shiyang Li · Semih Yavuz · Kazuma Hashimoto · Jia Li · Tong Niu · Nazneen Rajani · Xifeng Yan · Yingbo Zhou · Caiming Xiong
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
AdaSpeech: Adaptive Text to Speech for Custom Voice
In Poster Session 09
Mingjian Chen · Xu Tan · Bohan Li · Eric Liu · Tao Qin · sheng zhao · Tie-Yan Liu
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
Simple Augmentation Goes a Long Way: ADRL for DNN Quantization
In Poster Session 09
Lin Ning · Guoyang Chen · Weifeng Zhang · Xipeng Shen
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation
In Poster Session 09
Jungo Kasai · Nikolaos Pappas · Hao Peng · James Cross · Noah Smith
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Adaptive Procedural Task Generation for Hard-Exploration Problems
In Poster Session 09
Kuan Fang · Yuke Zhu · Silvio Savarese · Li Fei-Fei
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
Evaluations and Methods for Explanation through Robustness Analysis
In Poster Session 09
Cheng-Yu Hsieh · Chih-Kuan Yeh · Xuanqing Liu · Pradeep K Ravikumar · Seungyeon Kim · Sanjiv Kumar · Cho-Jui Hsieh
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
gradSim: Differentiable simulation for system identification and visuomotor control
In Poster Session 09
Krishna Murthy Jatavallabhula · Miles Macklin · Florian Golemo · Vikram Voleti · Linda Petrini · Martin Weiss · Breandan Considine · Jérôme Parent-Lévesque · Kevin Xie · Kenny Erleben · Liam Paull · Florian Shkurti · Derek Nowrouzezahrai · Sanja Fidler
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Better Fine-Tuning by Reducing Representational Collapse
In Poster Session 09
Armen Aghajanyan · Akshat Shrivastava · Anchit Gupta · Naman Goyal · Luke Zettlemoyer · Sonal Gupta
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
BERTology Meets Biology: Interpreting Attention in Protein Language Models
In Poster Session 09
Jesse Vig · Ali Madani · Lav R Varshney · Caiming Xiong · Richard Socher · Nazneen Rajani
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
AutoLRS: Automatic Learning-Rate Schedule by Bayesian Optimization on the Fly
In Poster Session 09
Yuchen Jin · Tianyi Zhou · Liangyu Zhao · Yibo Zhu · Chuanxiong Guo · Marco Canini · Arvind Krishnamurthy
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Economic Hyperparameter Optimization With Blended Search Strategy
In Poster Session 09
Chi Wang · Qingyun Wu · Silu Huang · Amin Saied
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Local Convergence Analysis of Gradient Descent Ascent with Finite Timescale Separation
In Poster Session 09
Tanner Fiez · Lillian J Ratliff
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Robust Overfitting may be mitigated by properly learned smoothening
In Poster Session 09
Tianlong Chen · Zhenyu Zhang · Sijia Liu · Shiyu Chang · Zhangyang Wang
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
DiffWave: A Versatile Diffusion Model for Audio Synthesis
In Poster Session 09
Zhifeng Kong · Wei Ping · Jiaji Huang · Kexin Zhao · Bryan Catanzaro
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Measuring Massive Multitask Language Understanding
In Poster Session 09
Dan Hendrycks · Collin Burns · Steven Basart · Andy Zou · Mantas Mazeika · Dawn Song · Jacob Steinhardt
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Learning Manifold Patch-Based Representations of Man-Made Shapes
In Poster Session 09
Dmitriy Smirnov · Mikhail Bessmeltsev · Justin Solomon
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Filtered Inner Product Projection for Crosslingual Embedding Alignment
In Poster Session 09
Vin Sachidananda · Ziyi Yang · Chenguang Zhu
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness
In Poster Session 09
Sang Michael Xie · Ananya Kumar · Robbie Jones · Fereshte Khani · Tengyu Ma · Percy Liang
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
Adaptive Universal Generalized PageRank Graph Neural Network
In Poster Session 09
Eli Chien · Jianhao Peng · Pan Li · Olgica Milenkovic
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
GANs Can Play Lottery Tickets Too
In Poster Session 09
Xuxi Chen · Zhenyu Zhang · Yongduo Sui · Tianlong Chen
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Efficient Conformal Prediction via Cascaded Inference with Expanded Admission
In Poster Session 09
Adam Fisch · Tal Schuster · Tommi Jaakkola · Regina Barzilay
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
Efficient Wasserstein Natural Gradients for Reinforcement Learning
In Poster Session 09
Ted Moskovitz · Michael Arbel · Ferenc Huszar · Arthur Gretton
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective
In Poster Session 09
Wuyang Chen · Xinyu Gong · Zhangyang Wang
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Learning Long-term Visual Dynamics with Region Proposal Interaction Networks
In Poster Session 09
Haozhi Qi · Xiaolong Wang · Deepak Pathak · Yi Ma · Jitendra Malik
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
Efficient Reinforcement Learning in Factored MDPs with Application to Constrained RL
In Poster Session 09
Xiaoyu Chen · Jiachen Hu · Lihong Li · Liwei Wang
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
Learning with Instance-Dependent Label Noise: A Sample Sieve Approach
In Poster Session 09
Hao Cheng · Zhaowei Zhu · Xingyu Li · Yifei Gong · Xing Sun · Yang Liu
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Individually Fair Gradient Boosting
In Poster Session 09
Alexander Vargo · Fan Zhang · Mikhail Yurochkin · Yuekai Sun
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Modelling Hierarchical Structure between Dialogue Policy and Natural Language Generator with Option Framework for Task-oriented Dialogue System
In Poster Session 09
Jianhong Wang · Yuan Zhang · Tae-Kyun Kim · Yunjie Gu
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Effective and Efficient Vote Attack on Capsule Networks
In Poster Session 09
Jindong Gu · Baoyuan Wu · Volker Tresp
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Learning with Feature-Dependent Label Noise: A Progressive Approach
In Poster Session 09
Yikai Zhang · Songzhu Zheng · Pengxiang Wu · Mayank Goswami · Chao Chen
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ Parameters
In Poster Session 09
Aston Zhang · Yi Tay · Shuai Zhang · Alvin Chan · Anh Tuan Luu · Siu Hui · Jie Fu
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
INT: An Inequality Benchmark for Evaluating Generalization in Theorem Proving
In Poster Session 09
Yuhuai Wu · Albert Jiang · Jimmy Ba · Roger Grosse
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Deep Neural Tangent Kernel and Laplace Kernel Have the Same RKHS
In Poster Session 09
Lin Chen · Sheng Xu
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Conservative Safety Critics for Exploration
In Poster Session 09
Homanga Bharadhwaj · Aviral Kumar · Nicholas Rhinehart · Sergey Levine · Florian Shkurti · Animesh Garg
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Model-Based Visual Planning with Self-Supervised Functional Distances
In Poster Session 09
Stephen Tian · Suraj Nair · Frederik Ebert · Sudeep Dasari · Benjamin Eysenbach · Chelsea Finn · Sergey Levine
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Control-Aware Representations for Model-based Reinforcement Learning
In Poster Session 09
Brandon Cui · Yinlam Chow · Mohammad Ghavamzadeh
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
Empirical or Invariant Risk Minimization? A Sample Complexity Perspective
In Poster Session 09
Kartik Ahuja · Jun Wang · Amit Dhurandhar · Karthikeyan Shanmugam · Kush R Varshney
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
On the Critical Role of Conventions in Adaptive Human-AI Collaboration
In Poster Session 09
Andy Shih · Arjun Sawhney · Jovana Kondic · Stefano Ermon · Dorsa Sadigh
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Meta Back-Translation
In Poster Session 09
Hieu Pham · Xinyi Wang · Yiming Yang · Graham Neubig
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Wandering within a world: Online contextualized few-shot learning
In Poster Session 09
Mengye Ren · Michael L Iuzzolino · Michael Mozer · Richard Zemel
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Empirical Analysis of Unlabeled Entity Problem in Named Entity Recognition
In Poster Session 09
Yangming Li · lemao liu · Shuming Shi
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Mixed-Features Vectors and Subspace Splitting
In Poster Session 09
Alejandro Pimentel-Alarcón · Daniel L Pimentel-Alarcón
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
Graph-Based Continual Learning
In Poster Session 09
Binh Tang · David S Matteson
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Revisiting Dynamic Convolution via Matrix Decomposition
In Poster Session 09
Yunsheng Li · Yinpeng Chen · Xiyang Dai · mengchen liu · Dongdong Chen · Ye Yu · Lu Yuan · Zicheng Liu · Mei Chen · Nuno Vasconcelos
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
Is Attention Better Than Matrix Decomposition?
In Poster Session 09
Zhengyang Geng · Meng-Hao Guo · Hongxu None Chen · Xia Li · Ke Wei · Zhouchen Lin
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Beyond Categorical Label Representations for Image Classification
In Poster Session 09
Boyuan Chen · Yu Li · Sunand Raghupathi · Hod Lipson
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
Evolving Reinforcement Learning Algorithms
In Poster Session 09
John Co-Reyes · Yingjie Miao · Daiyi Peng · Esteban Real · Quoc V Le · Sergey Levine · Honglak Lee · Aleksandra Faust
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
NBDT: Neural-Backed Decision Tree
In Poster Session 09
Alvin Wan · Lisa Dunlap · Daniel Ho · Jihan Yin · Scott Lee · Suzanne Petryk · Sarah A Bargal · Joseph E Gonzalez
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling
In Poster Session 09
Benedikt Boecking · Willie Neiswanger · Eric P Xing · Artur Dubrawski
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
Mind the Pad -- CNNs Can Develop Blind Spots
In Poster Session 09
Bilal Alsallakh · Narine Kokhlikyan · Vivek Miglani · Jun Yuan · Orion Reblitz-Richardson
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
A PAC-Bayesian Approach to Generalization Bounds for Graph Neural Networks
In Poster Session 09
Renjie Liao · Raquel Urtasun · Richard Zemel
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Estimating Lipschitz constants of monotone deep equilibrium models
In Poster Session 09
Chirag Pabbaraju · Ezra Winston · Zico Kolter
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT) @ Virtual
Learning and Evaluating Representations for Deep One-Class Classification
In Poster Session 09
Kihyuk Sohn · Chun-Liang Li · Jinsung Yoon · Minho Jin · Tomas Pfister
[ Slides] 
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
In Search of Lost Domain Generalization
In Poster Session 09
Ishaan Gulrajani · David Lopez-Paz
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Fast And Slow Learning Of Recurrent Independent Mechanisms
In Poster Session 09
Kanika Madan · Nan Rosemary Ke · Anirudh Goyal · Bernhard Schoelkopf · Yoshua Bengio
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Estimating informativeness of samples with Smooth Unique Information
In Poster Session 09
Hrayr Harutyunyan · Alessandro Achille · Giovanni Paolini · Orchid Majumder · Avinash Ravichandran · Rahul Bhotika · Stefano Soatto
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Protecting DNNs from Theft using an Ensemble of Diverse Models
In Poster Session 09
Sanjay Kariyappa · Atul Prakash · Moinuddin K Qureshi
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Influence Functions in Deep Learning Are Fragile
In Poster Session 09
Samyadeep Basu · Phil Pope · Soheil Feizi
[ Paper ]
Poster
Wed May 05 05:00 PM -- 07:00 PM (PDT)
Task-Agnostic Morphology Evolution
In Poster Session 09
Donald Hejna III · Pieter Abbeel · Lerrel Pinto
[ Paper ]