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The 2021 schedule is still incomplete
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Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Entropic gradient descent algorithms and wide flat minima
In Poster Session 08
Fabrizio Pittorino · Carlo Lucibello · Christoph Feinauer · Gabriele Perugini · Carlo Baldassi · Elizaveta Demyanenko · Riccardo Zecchina
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Variational State-Space Models for Localisation and Dense 3D Mapping in 6 DoF
In Poster Session 08
Atanas Mirchev · Baris Kayalibay · Patrick van der Smagt · Justin Bayer
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
A Gradient Flow Framework For Analyzing Network Pruning
In Poster Session 08
Ekdeep Singh Lubana · Robert Dick
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Multiplicative Filter Networks
In Poster Session 08
Rizal Fathony · Anit Kumar Sahu · Devin Willmott · Zico Kolter
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks
In Poster Session 08
Robert Csordas · Sjoerd van Steenkiste · Jürgen Schmidhuber
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Few-Shot Bayesian Optimization with Deep Kernel Surrogates
In Poster Session 08
Martin Wistuba · Josif Grabocka
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Unbiased Teacher for Semi-Supervised Object Detection
In Poster Session 08
Yen-Cheng Liu · Chih-Yao Ma · Zijian He · Chia-Wen Kuo · Kan Chen · Peizhao Zhang · Bichen Wu · Zsolt Kira · Peter Vajda
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Graph Traversal with Tensor Functionals: A Meta-Algorithm for Scalable Learning
In Poster Session 08
Elan Markowitz · Keshav Balasubramanian · Mehrnoosh Mirtaheri · Sami Abu-El-Haija · Bryan Perozzi · Greg Ver Steeg · Aram Galstyan
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Learning advanced mathematical computations from examples
In Poster Session 08
François Charton · Amaury Hayat · Guillaume Lample
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
You Only Need Adversarial Supervision for Semantic Image Synthesis
In Poster Session 08
Edgar Schoenfeld · Vadim Sushko · Dan Zhang · Juergen Gall · Bernt Schiele · Anna Khoreva
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching
In Poster Session 08
Jonas Geiping · Liam H Fowl · Ronny Huang · Wojciech Czaja · Gavin Taylor · Michael Moeller · Tom Goldstein
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Sliced Kernelized Stein Discrepancy
In Poster Session 08
Wenbo Gong · Yingzhen Li · José Miguel Hernández Lobato
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Early Stopping in Deep Networks: Double Descent and How to Eliminate it
In Poster Session 08
Reinhard Heckel · Fatih Furkan Yilmaz
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Evaluation of Neural Architectures Trained With Square Loss vs Cross-Entropy in Classification Tasks
In Poster Session 08
Like Hui · Misha Belkin
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Coupled Oscillatory Recurrent Neural Network (coRNN): An accurate and (gradient) stable architecture for learning long time dependencies
In Poster Session 08
T. Konstantin Rusch · Siddhartha Mishra
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Self-supervised Visual Reinforcement Learning with Object-centric Representations
In Poster Session 08
Andrii Zadaianchuk · Maximilian Seitzer · Georg Martius
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
TropEx: An Algorithm for Extracting Linear Terms in Deep Neural Networks
In Poster Session 08
Martin Trimmel · Henning Petzka · Cristian Sminchisescu
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
HyperDynamics: Meta-Learning Object and Agent Dynamics with Hypernetworks
In Poster Session 08
Zhou Xian · Shamit Lal · Hsiao-Yu Tung · Anthony Platanios · Katerina Fragkiadaki
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Anytime Sampling for Autoregressive Models via Ordered Autoencoding
In Poster Session 08
Yilun Xu · Yang Song · Sahaj Garg · Linyuan Gong · Rui Shu · Aditya Grover · Stefano Ermon
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Iterated learning for emergent systematicity in VQA
In Poster Session 08
Ankit Vani · Max Schwarzer · Yuchen Lu · Eeshan Dhekane · Aaron Courville
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Orthogonalizing Convolutional Layers with the Cayley Transform
In Poster Session 08
Asher Trockman · Zico Kolter
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
More or Less: When and How to Build Convolutional Neural Network Ensembles
In Poster Session 08
Abdul Wasay · Stratos Idreos
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Provably robust classification of adversarial examples with detection
In Poster Session 08
Fatemeh Sheikholeslami · Ali Lotfi · Zico Kolter
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Pre-training Text-to-Text Transformers for Concept-centric Common Sense
In Poster Session 08
Wangchunshu Zhou · Dong-Ho Lee · Ravi Kiran Selvam · Seyeon Lee · Xiang Ren
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Faster Binary Embeddings for Preserving Euclidean Distances
In Poster Session 08
Jinjie Zhang · Rayan Saab
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Neural Networks for Learning Counterfactual G-Invariances from Single Environments
In Poster Session 08
S Chandra Mouli · Bruno Ribeiro
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
OPAL: Offline Primitive Discovery for Accelerating Offline Reinforcement Learning
In Poster Session 08
Anurag Ajay · Aviral Kumar · Pulkit Agrawal · Sergey Levine · Ofir Nachum
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Modeling the Second Player in Distributionally Robust Optimization
In Poster Session 08
Paul Michel · Tatsunori Hashimoto · Graham Neubig
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Chaos of Learning Beyond Zero-sum and Coordination via Game Decompositions
In Poster Session 08
Yun Kuen Cheung · Yixin Tao
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds
In Poster Session 08
Yujia Liu · Stefano D'Aronco · Konrad Schindler · Jan D Wegner
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows
In Poster Session 08
Kashif Rasul · Abdul-Saboor Sheikh · Ingmar Schuster · Urs Bergmann · Roland Vollgraf
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Anchor & Transform: Learning Sparse Embeddings for Large Vocabularies
In Poster Session 08
Paul Pu Liang · Manzil Zaheer · Yuan Wang · Amr Ahmed
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
DeepAveragers: Offline Reinforcement Learning By Solving Derived Non-Parametric MDPs
In Poster Session 08
aayam shrestha · Stefan Lee · Prasad Tadepalli · Alan Fern
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Benchmarks for Deep Off-Policy Evaluation
In Poster Session 08
Justin Fu · Mohammad Norouzi · Ofir Nachum · George Tucker · ziyu wang · Alexander Novikov · Sherry Yang · Michael Zhang · Yutian Chen · Aviral Kumar · Cosmin Paduraru · Sergey Levine · Thomas Paine
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Growing Efficient Deep Networks by Structured Continuous Sparsification
In Poster Session 08
Xin Yuan · Pedro Savarese · Michael Maire
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Training independent subnetworks for robust prediction
In Poster Session 08
Marton Havasi · Rodolphe Jenatton · Stanislav Fort · Jeremiah Zhe Liu · Jasper Snoek · Balaji Lakshminarayanan · Andrew Dai · Dustin Tran
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Learning Task-General Representations with Generative Neuro-Symbolic Modeling
In Poster Session 08
Reuben Feinman · Brenden Lake
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Average-case Acceleration for Bilinear Games and Normal Matrices
In Poster Session 08
Carles Domingo i Enrich · Fabian Pedregosa · Damien Scieur
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
IsarStep: a Benchmark for High-level Mathematical Reasoning
In Poster Session 08
Wenda Li · Lei Yu · Yuhuai Wu · Lawrence Paulson
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
NAS-Bench-ASR: Reproducible Neural Architecture Search for Speech Recognition
In Poster Session 08
Abhinav Mehrotra · Alberto Gil Couto Pimentel Ramos · Sourav Bhattacharya · Łukasz Dudziak · Ravichander Vipperla · Thomas C Chau · Mohamed Abdelfattah · Samin Ishtiaq · Nicholas Lane
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Graph Information Bottleneck for Subgraph Recognition
In Poster Session 08
Junchi Yu · Tingyang Xu · Yu Rong · Yatao Bian · Junzhou Huang · Ran He
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Neural Synthesis of Binaural Speech From Mono Audio
In Poster Session 08
Alexander Richard · Dejan Markovic · Israel Gebru · Steven Krenn · Gladstone A Butler · Fernando Torre · Yaser Sheikh
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Boost then Convolve: Gradient Boosting Meets Graph Neural Networks
In Poster Session 08
Sergei Ivanov · Liudmila Prokhorenkova
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Differentiable Trust Region Layers for Deep Reinforcement Learning
In Poster Session 08
Fabian Otto · Philipp Becker · Vien A Ngo · Hanna Ziesche · Gerhard Neumann
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
My Body is a Cage: the Role of Morphology in Graph-Based Incompatible Control
In Poster Session 08
Vitaly Kurin · Maximilian Igl · Tim Rocktaeschel · Wendelin Boehmer · Shimon Whiteson
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Theoretical bounds on estimation error for meta-learning
In Poster Session 08
James Lucas · Mengye Ren · Irene Raissa KAMENI KAMENI · Toniann Pitassi · Richard Zemel
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Exploring the Uncertainty Properties of Neural Networks’ Implicit Priors in the Infinite-Width Limit
In Poster Session 08
Ben Adlam · Jaehoon Lee · Lechao Xiao · Jeffrey Pennington · Jasper Snoek
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Perceptual Adversarial Robustness: Defense Against Unseen Threat Models
In Poster Session 08
Cassidy Laidlaw · Sahil Singla · Soheil Feizi
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking
In Poster Session 08
Michael Schlichtkrull · Nicola De Cao · Ivan Titov
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Human-Level Performance in No-Press Diplomacy via Equilibrium Search
In Poster Session 08
Jonathan Gray · Adam Lerer · Anton Bakhtin · Noam Brown
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Learning Mesh-Based Simulation with Graph Networks
In Poster Session 08
Tobias Pfaff · Meire Fortunato · Alvaro Sanchez Gonzalez · Peter Battaglia
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration
In Poster Session 08
Xavier Puig · Tianmin Shu · Shuang Li · Zilin Wang · Yuan-Hong Liao · Joshua B Tenenbaum · Sanja Fidler · Antonio Torralba
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Sharpness-aware Minimization for Efficiently Improving Generalization
In Poster Session 08
Pierre Foret · Ariel Kleiner · Hossein Mobahi · Behnam Neyshabur
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Generative Time-series Modeling with Fourier Flows
In Poster Session 08
Ahmed Alaa · Alex Chan · Mihaela van der Schaar
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Mastering Atari with Discrete World Models
In Poster Session 08
Danijar Hafner · Timothy Lillicrap · Mohammad Norouzi · Jimmy Ba
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Creative Sketch Generation
In Poster Session 08
Songwei Ge · Vedanuj Goswami · Larry Zitnick · Devi Parikh
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
How Does Mixup Help With Robustness and Generalization?
In Poster Session 08
Linjun Zhang · Zhun Deng · Kenji Kawaguchi · Amirata Ghorbani · James Zou
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Learning to Represent Action Values as a Hypergraph on the Action Vertices
In Poster Session 08
Arash Tavakoli · Mehdi Fatemi · Petar Kormushev
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
RODE: Learning Roles to Decompose Multi-Agent Tasks
In Poster Session 08
Tonghan Wang · Tarun Gupta · Anuj Mahajan · Bei Peng · Shimon Whiteson · Chongjie Zhang
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Property Controllable Variational Autoencoder via Invertible Mutual Dependence
In Poster Session 08
Xiaojie Guo · Yuanqi Du · Liang Zhao
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization
In Poster Session 08
Alexander Korotin · Lingxiao Li · Justin Solomon · Evgeny Burnaev
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
SEED: Self-supervised Distillation For Visual Representation
In Poster Session 08
Zhiyuan Fang · Jianfeng Wang · Lijuan Wang · Lei Zhang · 'YZ' Yezhou Yang · Zicheng Liu
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Unsupervised Audiovisual Synthesis via Exemplar Autoencoders
In Poster Session 08
Kangle Deng · Aayush Bansal · Deva Ramanan
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Learning Generalizable Visual Representations via Interactive Gameplay
In Poster Session 08
Luca Weihs · Aniruddha Kembhavi · Kiana Ehsani · Sarah M Pratt · Winson Han · Alvaro Herrasti · Eric Kolve · Dustin Schwenk · Roozbeh Mottaghi · Ali Farhadi
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning
In Poster Session 08
Valerie Chen · Abhinav Gupta · Kenneth Marino
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Long-tail learning via logit adjustment
In Poster Session 08
Aditya Krishna Menon · Sadeep Jayasumana · Ankit Singh Rawat · Himanshu Jain · Andreas Veit · Sanjiv Kumar
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
Federated Learning via Posterior Averaging: A New Perspective and Practical Algorithms
In Poster Session 08
Maruan Al-Shedivat · Jennifer Gillenwater · Eric P Xing · Afshin Rostamizadeh
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
DARTS-: Robustly Stepping out of Performance Collapse Without Indicators
In Poster Session 08
Xiangxiang Chu · Victor Wang · Bo Zhang · Shun Lu · Xiaolin Wei · Junchi Yan
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Geometry-Aware Gradient Algorithms for Neural Architecture Search
In Poster Session 08
Liam Li · Mikhail Khodak · Nina Balcan · Ameet Talwalkar
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
For self-supervised learning, Rationality implies generalization, provably
In Poster Session 08
Yamini Bansal · Gal Kaplun · Boaz Barak
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients
In Poster Session 08
Brenden Petersen · Mikel Landajuela Larma · Terrell N Mundhenk · Claudio Santiago · Soo Kim · Joanne Kim
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT) @ Virtual
On the Bottleneck of Graph Neural Networks and its Practical Implications
In Poster Session 08
Uri Alon · Eran Yahav
[ Slides] 
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Optimism in Reinforcement Learning with Generalized Linear Function Approximation
In Poster Session 08
Yining Wang · Ruosong Wang · Simon Du · Akshay Krishnamurthy
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
Probabilistic Numeric Convolutional Neural Networks
In Poster Session 08
Marc Finzi · Roberto Bondesan · Max Welling
[ Paper ]
Poster
Wed May 05 09:00 AM -- 11:00 AM (PDT)
HyperGrid Transformers: Towards A Single Model for Multiple Tasks
In Poster Session 08
Yi Tay · Zhe Zhao · Dara Bahri · Donald Metzler · Da-Cheng Juan
[ Paper ]