![](\"https:\/\/blogger.googleusercontent.com\/img\/b\/R29vZ2xl\/AVvXsEiaXU0Qnf7lWC70SIqFUj3KcinepmKmqVwu369RYcajoFZI0UGtej6ZGJD7c0GsXJk_Wjg08CnBLtE7lLlz__azqzUNCgflaTp3F9mZyIxX7HBzJEdTN19WMlfVsu4mTww-LLhvZ4hhWqdVCQqjQbrOk6VumBCH6dA2YwdATT6I_QLKLHSUz_Upnw6zlg\/s1200\/Google%20Rwanda%20Logo-02.jpg\")
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\nThe Eleventh International Conference on Learning Representations<\/a> (ICLR 2023) is being held this week as a hybrid event in Kigali, Rwanda. We are proud to be a Diamond Sponsor<\/a> of ICLR 2023, a premier conference on deep learning, where Google researchers contribute at all levels. This year we are presenting over 100 papers and are actively involved in organizing and hosting a number of different events, including workshops and interactive sessions.\n<\/p>\n <\/p>\n \nIf you\u2019re registered for ICLR 2023, we hope you\u2019ll visit the Google booth to learn more about the exciting work we\u2019re doing across topics spanning representation and reinforcement learning, theory and optimization, social impact, safety and privacy, and applications from generative AI to speech and robotics. Continue below to find the many ways in which Google researchers are engaged at ICLR 2023, including workshops, papers, posters and talks (Google affiliations in bold<\/strong>).\n<\/p>\n <\/p>\n \nBoard Members include: Shakir Mohamed<\/em><\/strong>, Tara Sainath<\/em><\/strong>\n<\/p>\n \nSenior Program Chairs include: Been Kim<\/em><\/strong>\n<\/p>\n \nWorkshop Chairs include: Aisha Walcott-Bryant<\/em><\/strong>, Rose Yu<\/em><\/strong>\n<\/p>\n \nDiversity, Equity & Inclusion Chairs include: Rosanne Liu<\/em><\/strong>\n<\/p>\n \nEmergence of Maps in the Memories of Blind Navigation Agents<\/a> \nDreamFusion: Text-to-3D Using 2D Diffusion<\/a> \nLearned Optimizers: Why They’re the Future, Why They\u2019re Hard, and What They Can Do Now<\/a> \nKaggle@ICLR 2023: ML Solutions in Africa<\/a> \nReincarnating Reinforcement Learning<\/a> (Reincarnating RL) \nTrustworthy and Reliable Large-Scale Machine Learning Models<\/a> \nPhysics for Machine Learning<\/a> (Physics4ML) \nAI for Agent-Based Modelling Community<\/a> (AI4ABM) \nMathematical and Empirical Understanding of Foundation Models<\/a> (ME-FoMo) \nNeurosymbolic Generative Models 2023<\/a> (NeSy-GeMs) \nWhat Do We Need for Successful Domain Generalization?<\/a> \nThe 4th Workshop on Practical ML for Developing Countries: Learning Under Limited\/Low Resource Settings<\/a> \nMachine Learning for Remote Sensing<\/a> \nMultimodal Representation Learning (MRL): Perks and Pitfalls<\/a> \nPitfalls of Limited Data and Computation for Trustworthy ML<\/a> \nSparsity in Neural Networks: On Practical Limitations and Tradeoffs Between Sustainability and Efficiency<\/a> \nTime Series Representation Learning for Health<\/a> \nDeep Learning for Code<\/a> (DL4C) \nTiny Papers Showcase Day<\/a> (a DEI initiative) \nEvolve Smoothly, Fit Consistently: Learning Smooth Latent Dynamics for Advection-Dominated Systems<\/a> \nQuantifying Memorization Across Neural Language Models<\/a> \nEmergence of Maps in the Memories of Blind Navigation Agents<\/a> (Outstanding Paper Award<\/em>) \nOffline Q-Learning on Diverse Multi-task Data Both Scales and Generalizes<\/a>\u00a0(see blog post<\/a>) \nReAct: Synergizing Reasoning and Acting in Language Models<\/a>\u00a0(see blog post<\/a>) \nPrompt-to-Prompt Image Editing with Cross-Attention Control<\/a> \nDreamFusion: Text-to-3D Using 2D Diffusion<\/a> (Outstanding Paper Award<\/em>) \nA System for Morphology-Task Generalization via Unified Representation and Behavior Distillation<\/a> \nSample-Efficient Reinforcement Learning by Breaking the Replay Ratio Barrier<\/a> \nDichotomy of Control: Separating What You Can Control from What You Cannot<\/a> \nFast and Precise: Adjusting Planning Horizon with Adaptive Subgoal Search<\/a> \nThe Trade-Off Between Universality and Label Efficiency of Representations from Contrastive Learning<\/a> \nSparsity-Constrained Optimal Transport<\/a> \nUnmasking the Lottery Ticket Hypothesis: What’s Encoded in a Winning Ticket’s Mask?<\/a> \nExtreme Q-Learning: MaxEnt RL without Entropy<\/a> \nDraft, Sketch, and Prove: Guiding Formal Theorem Provers with Informal Proofs<\/a> \nSimPer: Simple Self-Supervised Learning of Periodic Targets<\/a> \nSocratic Models: Composing Zero-Shot Multimodal Reasoning with Language<\/a> \nWhat Learning Algorithm Is In-Context Learning? Investigations with Linear Models<\/a> \nPreference Transformer: Modeling Human Preferences Using Transformers for RL<\/a> \nIterative Patch Selection for High-Resolution Image Recognition<\/a> \nOpen-Vocabulary Object Detection upon Frozen Vision and Language Models<\/a> \n(Certified!!) Adversarial Robustness for Free!<\/a> \nREPAIR: REnormalizing Permuted Activations for Interpolation Repair<\/a> \nDiscrete Predictor-Corrector Diffusion Models for Image Synthesis<\/a> \nFeature Reconstruction From Outputs Can Mitigate Simplicity Bias in Neural Networks<\/a> \nAn Exact Poly-time Membership-Queries Algorithm for Extracting a Three-Layer ReLU Network<\/a> \nLanguage Models Are Multilingual Chain-of-Thought Reasoners<\/a> \nScaling Forward Gradient with Local Losses<\/a> \nTreeformer: Dense Gradient Trees for Efficient Attention Computation<\/a> \nLilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification<\/a> \nDiffusER: Diffusion via Edit-Based Reconstruction<\/a> \nLeveraging Unlabeled Data to Track Memorization<\/a> \nA Mixture-of-Expert Approach to RL-Based Dialogue Management<\/a> \nEasy Differentially Private Linear Regression<\/a> \nKwikBucks: Correlation Clustering with Cheap-Weak and Expensive-Strong Signals<\/a> \nMassively Scaling Heteroscedastic Classifiers<\/a> \nThe Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers<\/a> \nCompositional Semantic Parsing with Large Language Models<\/a> \nExtremely Simple Activation Shaping for Out-of-Distribution Detection<\/a> \nLong Range Language Modeling via Gated State Spaces<\/a> \nInvestigating Multi-task Pretraining and Generalization in Reinforcement Learning<\/a> \nLearning Low Dimensional State Spaces with Overparameterized Recurrent Neural Nets<\/a> \nWeighted Ensemble Self-Supervised Learning<\/a> \nCalibrating Sequence Likelihood Improves Conditional Language Generation<\/a> \nSMART: Sentences as Basic Units for Text Evaluation<\/a> \nLeveraging Importance Weights in Subset Selection<\/a> \nProto-Value Networks: Scaling Representation Learning with Auxiliary Tasks<\/a> \nAn Extensible Multi-modal Multi-task Object Dataset with Materials<\/a> \nMeasuring Forgetting of Memorized Training Examples<\/a> \nBidirectional Language Models Are Also Few-Shot Learners<\/a> \nIs Attention All That NeRF Needs?<\/a> \nAutomating Nearest Neighbor Search Configuration with Constrained Optimization<\/a> \nStatic Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions<\/a> \nComposing Ensembles of Pre-trained Models via Iterative Consensus<\/a> \n\u039b-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection Among Cells<\/a> \nBlurring Diffusion Models<\/a> \nPart-Based Models Improve Adversarial Robustness<\/a> \nLearning in Temporally Structured Environments<\/a> \nSlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models<\/a> \nRobust Algorithms on Adaptive Inputs from Bounded Adversaries<\/a> \nAgnostic Learning of General ReLU Activation Using Gradient Descent<\/a> \nAnalog Bits: Generating Discrete Data Using Diffusion Models with Self-Conditioning<\/a> \nAny-Scale Balanced Samplers for Discrete Space<\/a> \nAugmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation<\/a> \nBeyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD<\/a> \nCausal Estimation for Text Data with (Apparent) Overlap Violations<\/a> \nContrastive Learning Can Find an Optimal Basis for Approximately View-Invariant Functions<\/a> \nDifferentially Private Adaptive Optimization with Delayed Preconditioners<\/a> \nDistributionally Robust Post-hoc Classifiers Under Prior Shifts<\/a> \nHuman Alignment of Neural Network Representations<\/a> \nImplicit Bias in Leaky ReLU Networks Trained on High-Dimensional Data<\/a> \nKoopman Neural Operator Forecaster for Time-Series with Temporal Distributional Shifts<\/a> \nLatent Variable Representation for Reinforcement Learning<\/a> \nLeast-to-Most Prompting Enables Complex Reasoning in Large Language Models<\/a> \nMind’s Eye: Grounded Language Model Reasoning Through Simulation<\/a> \nMOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models<\/a> \nNovel View Synthesis with Diffusion Models<\/a> \nOn Accelerated Perceptrons and Beyond<\/a> \nOn Compositional Uncertainty Quantification for Seq2seq Graph Parsing<\/a> \nOn the Robustness of Safe Reinforcement Learning Under Observational Perturbations<\/a> \nOnline Low Rank Matrix Completion<\/a>Board and Organizing Committee<\/h2>\n
Outstanding Paper awards<\/h2>\n
\n
Erik Wijmans<\/em>, Manolis Savva<\/em>, Irfan Essa<\/em><\/strong>, Stefan Lee<\/em>, Ari S. Morcos<\/em>, Dhruv Batra<\/em>\n<\/p>\n
\n
Ben Poole<\/em><\/strong>, Ajay Jain<\/em>, Jonathan T. Barron<\/em><\/strong>, Ben Mildenhall<\/em><\/strong>\n<\/p>\nKeynote speaker<\/h2>\n
\n
\nJascha Sohl-Dickstein
\n<\/i><\/b><\/p>\nWorkshops<\/h2>\n
\n
Organizers include: Julia Elliott<\/i><\/b>, Phil Culliton<\/i><\/b>, Ray Harvey
\n<\/i><\/b>
Facilitators: Julia Elliot<\/i><\/b>, Walter Reade
\n<\/i><\/b><\/p>\n
\n
Organizers include: Rishabh Agarwal<\/i><\/b>, Ted Xiao<\/i><\/b>, Max Schwarzer
\n<\/i><\/b>
Speakers include: Sergey Levine
\n<\/i><\/b>
Panelists include: Marc G. Bellemare<\/i><\/b>, Sergey Levine
\n<\/i><\/b><\/p>\n
\n
Organizers include: Sanmi Koyejo
\n<\/i><\/b>
Speakers include: Nicholas Carlini
\n<\/i><\/b><\/p>\n
\n
Speakers include: Yasaman Bahri
\n<\/i><\/b><\/p>\n
\n
Organizers include: Pablo Samuel Castro
\n<\/i><\/b><\/p>\n
\n
Organizers include: Mathilde Caron<\/i><\/b>, Tengyu Ma<\/i><\/b>, Hanie Sedghi
\n<\/i><\/b>
Speakers include: Yasaman Bahri<\/i><\/b>, Yann Dauphin
\n<\/i><\/b><\/p>\n
\n
Organizers include: Kevin Ellis
\n<\/i><\/b>
Speakers include: Daniel Tarlow<\/i><\/b>, Tuan Anh Le
\n<\/i><\/b><\/p>\n
\n
Panelists include: Boqing Gong
\n<\/i><\/b><\/p>\n
\n
Keynote Speaker: Adji Bousso Dieng
\n<\/i><\/b><\/p>\n
\n
Speakers include: Abigail Annkah
\n<\/i><\/b><\/p>\n
\n
Organizers include: Petra Poklukar
\n<\/i><\/b>
Speakers include: Arsha Nagrani
\n<\/i><\/b><\/p>\n
\n
Organizers include: Prateek Jain
\n<\/i><\/b>
Speakers include: Nicholas Carlini<\/i><\/b>, Praneeth Netrapalli
\n<\/i><\/b><\/p>\n
\n
Organizers include: Trevor Gale<\/i><\/b>, Utku Evci
\n<\/i><\/b>
Speakers include: Aakanksha Chowdhery<\/i><\/b>, Jeff Dean
\n<\/i><\/b><\/p>\n
\n
Speakers include: Katherine Heller
\n<\/i><\/b><\/p>\n
\n
Organizers include: Gabriel Orlanski
\n<\/i><\/b>
Speakers include: Alex Polozov<\/i><\/b>, Daniel Tarlow
\n<\/i><\/b><\/p>\nAffinity Workshops<\/h2>\n
\n
Organizers include: Rosanne Liu
\n<\/i><\/b><\/p>\nPapers<\/h2>\n
\n
\nZhong Yi Wan<\/i><\/b>, Leonardo Zepeda-Nunez<\/i><\/b>, Anudhyan Boral<\/i><\/b>, Fei Sha
\n<\/i><\/b><\/p>\n
\n
\nNicholas Carlini<\/i><\/b>, Daphne Ippolito<\/i><\/b>, Matthew Jagielski<\/i><\/b>, Katherine Lee<\/i><\/b>, Florian Tramer<\/i><\/b>, Chiyuan Zhang
\n<\/i><\/b><\/p>\n
\n
\nErik Wijmans<\/i>, Manolis Savva<\/i>, Irfan Essa<\/i><\/b>, Stefan Lee<\/i>, Ari S. Morcos<\/i>, Dhruv Batra
\n<\/i><\/p>\n
\nAviral Kumar<\/i><\/b>, Rishabh Agarwal<\/i><\/b>, Xingyang Geng<\/i>, George Tucker<\/i><\/b>, Sergey Levine
\n<\/i><\/b><\/p>\n
\nShunyu Yao<\/i>*, Jeffrey Zhao<\/i><\/b>, Dian Yu<\/i><\/b>, Nan Du<\/i><\/b>, Izhak Shafran<\/i><\/b>, Karthik R. Narasimhan<\/i>, Yuan Cao
\n<\/i><\/b><\/p>\n
\n
\nAmir Hertz<\/i><\/b>, Ron Mokady<\/i><\/b>, Jay Tenenbaum<\/i><\/b>, Kfir Aberman<\/i><\/b>, Yael Pritch<\/i><\/b>, Daniel Cohen-Or
\n<\/i><\/b><\/p>\n
\n
\nBen Poole<\/b><\/i>, Ajay Jain<\/i>, Jonathan T. Barron<\/i><\/b>, Ben Mildenhall
\n<\/i><\/b><\/p>\n
\n
\nHiroki Furuta<\/i><\/b>, Yusuke Iwasawa<\/i>, Yutaka Matsuo<\/i>, Shixiang Shane Gu
\n<\/i><\/b><\/p>\n
\n
\nPierluca D’Oro<\/i>, Max Schwarzer<\/i><\/b>, Evgenii Nikishin<\/i>, Pierre-Luc Bacon<\/i>, Marc G Bellemare<\/i><\/b>, Aaron Courville
\n<\/i><\/p>\n
\n
\nSherry Yang<\/i><\/b>, Dale Schuurmans<\/i><\/b>, Pieter Abbeel<\/i>, Ofir Nachum
\n<\/i><\/b><\/p>\n
\n
\nMicha\u0142 Zawalski<\/i>, Micha\u0142 Tyrolski<\/i>, Konrad Czechowski<\/i>, Tomasz Odrzyg\u00f3\u017ad\u017a<\/i>, Damian Stachura<\/i>, Piotr Piekos<\/i>, Yuhuai Wu<\/i><\/b>, \u0141ukasz Kucinski<\/i>, Piotr Mi\u0142os
\n<\/i><\/p>\n
\n
\nZhenmei Shi<\/i>, Jiefeng Chen<\/i>, Kunyang Li<\/i>, Jayaram Raghuram<\/i>, Xi Wu<\/i><\/b>, Yingyu Liang<\/i>, Somesh Jha
\n<\/i><\/p>\n
\n
\nTianlin Liu<\/i>*, Joan Puigcerver<\/i><\/b>, Mathieu Blondel
\n<\/i><\/b><\/p>\n
\n
\nMansheej Paul<\/i>, Feng Chen<\/i>, Brett W. Larsen<\/i>, Jonathan Frankle<\/i>, Surya Ganguli<\/i>, Gintare Karolina Dziugaite
\n<\/i><\/b><\/p>\n
\n
\nDivyansh Garg<\/i>, Joey Hejna<\/i>, Matthieu Geist,<\/i><\/b> Stefano Ermon
\n<\/i><\/p>\n
\n
\nAlbert Qiaochu Jiang<\/i>, Sean Welleck<\/i>, Jin Peng Zhou<\/i><\/b>, Timothee Lacroix<\/i>, Jiacheng Liu<\/i>, Wenda Li<\/i>, Mateja Jamnik<\/i>, Guillaume Lample<\/i>, Yuhuai Wu
\n<\/i><\/b><\/p>\n
\n
\nYuzhe Yang<\/i>, Xin Liu<\/i>, Jiang Wu<\/b><\/i>, Silviu Borac<\/b><\/i>, Dina Katabi<\/i>, Ming-Zher Poh<\/i><\/b>, Daniel McDuff
\n<\/i><\/b><\/p>\n
\n
\nAndy Zeng<\/i><\/b>, Maria Attarian<\/i><\/b>, Brian Ichter<\/i><\/b>, Krzysztof Marcin Choromanski<\/i><\/b>, Adrian Wong<\/i><\/b>, Stefan Welker<\/i><\/b>, Federico Tombari<\/i><\/b>, Aveek Purohit<\/i><\/b>, Michael S. Ryoo<\/i><\/b>, Vikas Sindhwani<\/i><\/b>, Johnny Lee<\/i><\/b>, Vincent Vanhoucke<\/i><\/b>, Pete Florence
\n<\/i><\/b><\/p>\n
\n
\nEkin Akyurek<\/i>*, Dale Schuurmans<\/i><\/b>, Jacob Andreas<\/i>, Tengyu Ma<\/i>*, Denny Zhou
\n<\/i><\/b><\/p>\n
\n
\nChangyeon Kim<\/i>, Jongjin Park<\/i>, Jinwoo Shin<\/i>, Honglak Lee<\/i>, Pieter Abbeel<\/i>, Kimin Lee
\n<\/i><\/b><\/p>\n
\n
\nBenjamin Bergner<\/i>, Christoph Lippert<\/i>, Aravindh Mahendran
\n<\/i><\/b><\/p>\n
\n
\nWeicheng Kuo<\/i><\/b>, Yin Cui<\/i><\/b>, Xiuye Gu<\/i><\/b>, AJ Piergiovanni<\/i><\/b>, Anelia Angelova
\n<\/b><\/i><\/p>\n
\n
\nNicholas Carlini<\/i><\/b>, Florian Tram\u00e9r<\/i><\/b>, Krishnamurthy (Dj) Dvijotham<\/i><\/b>, Leslie Rice<\/i>, Mingjie Sun<\/i>, J. Zico Kolter
\n<\/i><\/p>\n
\n
\nKeller Jordan<\/i>, Hanie Sedghi<\/i><\/b>, Olga Saukh<\/i>, Rahim Entezari<\/i>, Behnam Neyshabur
\n<\/i><\/b><\/p>\n
\n
\nJos\u00e9 Lezama<\/i><\/b>, Tim Salimans<\/i><\/b>, Lu Jiang<\/i><\/b>, Huiwen Chang<\/b><\/i>, Jonathan Ho<\/i><\/b>, Irfan Essa
\n<\/i><\/b><\/p>\n
\n
\nSravanti Addepalli<\/i><\/b>, Anshul Nasery<\/i><\/b>, Praneeth Netrapalli<\/i><\/b>, Venkatesh Babu R.<\/i>, Prateek Jain
\n<\/i><\/b><\/p>\n
\n
\nAmit Daniely<\/i><\/b>, Elad Granot
\n<\/i><\/p>\n
\n
\nFreda Shi<\/i><\/b>, Mirac Suzgun<\/i><\/b>, Markus Freitag<\/i><\/b>, Xuezhi Wang<\/i><\/b>, Suraj Srivats<\/i>, Soroush Vosoughi<\/i>, Hyung Won Chung<\/i><\/b>, Yi Tay<\/i><\/b>, Sebastian Ruder<\/i><\/b>, Denny Zhou<\/i><\/b>, Dipanjan Das<\/i><\/b>, Jason Wei
\n<\/i><\/b><\/p>\n
\n
\nMengye Ren<\/i>*, Simon Kornblith<\/i><\/b>, Renjie Liao<\/i>, Geoffrey Hinton
\n<\/i><\/b><\/p>\n
\n
\nLovish Madaan<\/i><\/b>, Srinadh Bhojanapalli<\/i><\/b>, Himanshu Jain<\/i><\/b>, Prateek Jain
\n<\/i><\/b><\/p>\n
\n
\nSharath Girish<\/i>, Kamal Gupta<\/i>, Saurabh Singh<\/i><\/b>, Abhinav Shrivastava
\n<\/i><\/p>\n
\n
\nMachel Reid<\/i><\/b>, Vincent J. Hellendoorn<\/i>, Graham Neubig
\n<\/i><\/p>\n
\n
\nMahsa Forouzesh<\/i>, Hanie Sedghi<\/i><\/b>, Patrick Thiran
\n<\/i><\/p>\n
\n
\nYinlam Chow<\/i><\/b>, Aza Tulepbergenov<\/i><\/b>, Ofir Nachum<\/i><\/b>, Dhawal Gupta<\/i><\/b>, Moonkyung Ryu<\/i><\/b>, Mohammad Ghavamzadeh<\/i><\/b>, Craig Boutilier
\n<\/i><\/b><\/p>\n
\n
\nKareem Amin<\/i><\/b>, Matthew Joseph<\/i><\/b>, Monica Ribero<\/i><\/b>, Sergei Vassilvitskii
\n<\/i><\/b><\/p>\n
\n
\nSandeep Silwal<\/i>*, Sara Ahmadian<\/i><\/b>, Andrew Nystrom<\/i><\/b>, Andrew McCallum<\/i><\/b>, Deepak Ramachandran<\/i><\/b>, Mehran Kazemi
\n<\/i><\/b><\/p>\n
\n
\nMark Collier<\/i><\/b>, Rodolphe Jenatton<\/i><\/b>, Basil Mustafa<\/i><\/b>, Neil Houlsby<\/i><\/b>, Jesse Berent<\/i><\/b>, Effrosyni Kokiopoulou
\n<\/i><\/b><\/p>\n
\n
\nZonglin Li<\/i><\/b>, Chong You<\/i><\/b>, Srinadh Bhojanapalli<\/i><\/b>, Daliang Li<\/i><\/b>, Ankit Singh Rawat<\/i><\/b>, Sashank J. Reddi<\/i><\/b>, Ke Ye<\/i><\/b>, Felix Chern<\/i><\/b>, Felix Yu<\/i><\/b>, Ruiqi Guo<\/i><\/b>, Sanjiv Kumar
\n<\/i><\/b><\/p>\n
\n
\nAndrew Drozdov<\/i><\/b>, Nathanael Scharli<\/i><\/b>, Ekin Akyurek<\/i><\/b>, Nathan Scales<\/i><\/b>, Xinying Song<\/i><\/b>, Xinyun Chen<\/i><\/b>, Olivier Bousquet<\/i><\/b>, Denny Zhou
\n<\/i><\/b><\/p>\n
\n
\nAndrija Djurisic<\/i>, Nebojsa Bozanic<\/i>, Arjun Ashok<\/i>, Rosanne Liu
\n<\/i><\/b><\/p>\n
\n
\nHarsh Mehta<\/i><\/b>, Ankit Gupta<\/i>, Ashok Cutkosky<\/i>, Behnam Neyshabur
\n<\/i><\/p>\n
\n
\nAdrien Ali Taiga<\/i><\/b>, Rishabh Agarwal<\/i><\/b>, Jesse Farebrother<\/i><\/b>, Aaron Courville<\/i>, Marc G. Bellemare
\n<\/i><\/b><\/p>\n
\n
\nEdo Cohen-Karlik<\/i>, Itamar Menuhin-Gruman<\/i>, Raja Giryes<\/i>, Nadav Cohen<\/i>, Amir Globerson
\n<\/i><\/b><\/p>\n
\n
\nYangjun Ruan<\/i>*, Saurabh Singh<\/i><\/b>, Warren Morningstar<\/i><\/b>, Alexander A. Alemi<\/i><\/b>, Sergey Ioffe<\/i><\/b>, Ian Fischer<\/i><\/b>, Joshua V. Dillon
\n<\/i><\/b><\/p>\n
\n
\nYao Zhao<\/i><\/b>, Misha Khalman<\/i><\/b>, Rishabh Joshi<\/i><\/b>, Shashi Narayan<\/i><\/b>, Mohammad Saleh<\/i><\/b>, Peter J. Liu
\n<\/i><\/b><\/p>\n
\n
\nReinald Kim Amplayo<\/i><\/b>, Peter J. Liu<\/i><\/b>, Yao Zhao<\/i><\/b>, Shashi Narayan
\n<\/i><\/b><\/p>\n
\n
\nGui Citovsky<\/i><\/b>, Giulia DeSalvo<\/i><\/b>, Sanjiv Kumar<\/i><\/b>, Srikumar Ramalingam<\/i><\/b>, Afshin Rostamizadeh<\/i><\/b>, Yunjuan Wang<\/i>*\n<\/p>\n
\n
Jesse Farebrother<\/b><\/i>, Joshua Greaves<\/i><\/b>, Rishabh Agarwal<\/i><\/b>, Charline Le Lan<\/i>, Ross Goroshin<\/i><\/b>, Pablo Samuel Castro<\/i><\/b>, Marc G. Bellemare
\n<\/i><\/b><\/p>\n
\n
\nTrevor Standley<\/i>, Ruohan Gao<\/i>, Dawn Chen<\/i><\/b>, Jiajun Wu<\/i>, Silvio Savarese
\n<\/i><\/p>\n
\n
\nMatthew Jagielski<\/i><\/b>, Om Thakkar<\/i><\/b>, Florian Tram\u00e9r<\/i>, Daphne Ippolito<\/i><\/b>, Katherine Lee<\/i><\/b>, Nicholas Carlini<\/i><\/b>, Eric Wallace<\/i>, Shuang Song<\/i><\/b>, Abhradeep Thakurta<\/i><\/b>, Nicolas Papernot<\/i><\/b>, Chiyuan Zhang
\n<\/i><\/b><\/p>\n
\n
\nAjay Patel<\/i>, Bryan Li<\/i>, Mohammad Sadegh Rasooli<\/i>, Noah Constant<\/i><\/b>, Colin Raffel<\/i>, Chris Callison-Burch
\n<\/i><\/p>\n
\n
\nMukund Varma T.<\/i>, Peihao Wang<\/i>, Xuxi Chen<\/i>, Tianlong Chen<\/i>, Subhashini Venugopalan<\/i><\/b>, Zhangyang Wang
\n<\/i><\/p>\n
\n
\nPhilip Sun<\/i><\/b>, Ruiqi Guo<\/i><\/b>, Sanjiv Kumar
\n<\/i><\/b><\/p>\n
\n
\nDavid Bieber<\/i><\/b>, Rishab Goel<\/i>, Daniel Zheng<\/i><\/b>, Hugo Larochelle<\/i><\/b>, Daniel Tarlow
\n<\/i><\/b><\/p>\n
\n
\nShuang Li<\/i>, Yilun Du<\/i>, Joshua B. Tenenbaum<\/i>, Antonio Torralba<\/i>, Igor Mordatch
\n<\/i><\/b><\/p>\n
\n
\nSajad Movahedi<\/i>, Melika Adabinejad<\/i>, Ayyoob Imani<\/i>, Arezou Keshavarz<\/i>, Mostafa Dehghani<\/i><\/b>, Azadeh Shakery<\/i>, Babak N. Araabi
\n<\/i><\/p>\n
\n
\nEmiel Hoogeboom<\/i><\/b>, Tim Salimans
\n<\/i><\/b><\/p>\n
\n
\nChawin Sitawarin<\/i>, Kornrapat Pongmala<\/i>, Yizheng Chen<\/i>, Nicholas Carlini<\/i><\/b>, David Wagner
\n<\/i><\/p>\n
\n
\nMatt Jones<\/i><\/b>, Tyler R. Scott<\/i><\/b>, Mengye Ren<\/i><\/b>, Gamaleldin ElSayed<\/i><\/b>, Katherine Hermann<\/b><\/i>, David Mayo<\/i><\/b>, Michael C. Mozer
\n<\/i><\/b><\/p>\n
\n
\nZiyi Wu<\/i>, Nikita Dvornik<\/i>, Klaus Greff<\/i><\/b>, Thomas Kipf<\/i><\/b>, Animesh Garg
\n<\/i><\/p>\n
\n
\nYeshwanth Cherapanamjeri<\/i>, Sandeep Silwal<\/i>, David P. Woodruff<\/i>, Fred Zhang<\/i>, Qiuyi (Richard) Zhang<\/i><\/b>, Samson Zhou
\n<\/i><\/p>\n
\n
\nPranjal Awasthi<\/i><\/b>, Alex Tang<\/i>, Aravindan Vijayaraghavan
\n<\/i><\/p>\n
\n
\nTing Chen<\/i><\/b>, Ruixiang Zhang<\/i><\/b>, Geoffrey Hinton
\n<\/i><\/b><\/p>\n
\n
\nHaoran Sun<\/i>*, Bo Dai<\/i><\/b>, Charles Sutton<\/i><\/b>, Dale Schuurmans<\/i><\/b>, Hanjun Dai
\n<\/i><\/b><\/p>\n
\n
\nZiqi Wang<\/i>*, Yuexin Wu<\/i><\/b>, Frederick Liu<\/i><\/b>, Daogao Liu<\/i>, Le Hou<\/i><\/b>, Hongkun Yu<\/i><\/b>, Jing Li<\/i><\/b>, Heng Ji
\n<\/i><\/p>\n
\n
\nKonstantinos E. Nikolakakis<\/i>, Farzin Haddadpour<\/i>, Amin Karbasi<\/i><\/b>, Dionysios S. Kalogerias
\n<\/i><\/p>\n
\n
\nLin Gui<\/i>, Victor Veitch
\n<\/i><\/b><\/p>\n
\n
\nDaniel D. Johnson<\/i><\/b>, Ayoub El Hanchi<\/i>, Chris J. Maddison
\n<\/i><\/p>\n
\n
\nTian Li<\/i>, Manzil Zaheer<\/i>, Ziyu Liu<\/i>, Sashank Reddi<\/i><\/b>, Brendan McMahan<\/i><\/b>, Virginia Smith
\n<\/i><\/p>\n
\n
\nJiaheng Wei<\/i>*, Harikrishna Narasimhan<\/i><\/b>, Ehsan Amid<\/i><\/b>, Wen-Sheng Chu<\/i><\/b>, Yang Liu<\/i>, Abhishek Kumar
\n<\/i><\/b><\/p>\n
\n
\nLukas Muttenthaler<\/i>, Jonas Dippel<\/i>, Lorenz Linhardt<\/i>, Robert A. Vandermeulen<\/i>, Simon Kornblith
\n<\/i><\/b><\/p>\n
\n
\nSpencer Frei<\/i>, Gal Vardi<\/i>, Peter Bartlett<\/i><\/b>, Nathan Srebro<\/i>, Wei Hu
\n<\/i><\/p>\n
\n
\nRui Wang<\/i>*, Yihe Dong<\/i><\/b>, Sercan \u00d6. Arik<\/i><\/b>, Rose Yu
\n<\/i><\/p>\n
\n
\nTongzheng Ren<\/i><\/b>, Chenjun Xiao<\/i>, Tianjun Zhang<\/i><\/b>, Na Li<\/i><\/b>, Zhaoran Wang<\/i>, Sujay Sanghavi<\/i>, Dale Schuurmans<\/i><\/b>, Bo Dai
\n<\/i><\/b><\/p>\n
\n
\nDenny Zhou<\/i><\/b>, Nathanael Scharli<\/i><\/b>, Le Hou<\/i><\/b>, Jason Wei<\/i><\/b>, Nathan Scales<\/i><\/b>, Xuezhi Wang<\/i><\/b>, Dale Schuurmans<\/i><\/b>, Claire Cui<\/i><\/b>, Olivier Bousquet<\/i><\/b>, Quoc Le<\/i><\/b>, Ed Chi
\n<\/i><\/b><\/p>\n
\n
\nRuibo Liu<\/i><\/b>, Jason Wei<\/i><\/b>, Shixiang Shane Gu<\/i><\/b>, Te-Yen Wu<\/i>, Soroush Vosoughi<\/i>, Claire Cui<\/i><\/b>, Denny Zhou<\/i><\/b>, Andrew M. Dai
\n<\/i><\/b><\/p>\n
\n
\nChenglin Yang<\/i>*, Siyuan Qiao<\/i><\/b>, Qihang Yu<\/i>, Xiaoding Yuan<\/i>, Yukun Zhu<\/i><\/b>, Alan Yuille<\/i>, Hartwig Adam<\/i><\/b>, Liang-Chieh Chen
\n<\/i><\/b><\/p>\n
\n
\nDaniel Watson<\/i><\/b>, William Chan<\/i><\/b>,\u00a0Ricardo<\/i><\/b>\u00a0Martin-Brualla<\/i><\/b>, Jonathan Ho<\/i><\/b>, Andrea Tagliasacchi<\/i><\/b>, Mohammad Norouzi<\/i><\/b><\/p>\n
\n
\nGuanghui Wang<\/i>, Rafael Hanashiro<\/i>, Etash Guha<\/i>, Jacob Abernethy
\n<\/i><\/b><\/p>\n
\n
\nZi Lin<\/i>*, Du Phan<\/i><\/b>, Panupong Pasupat<\/i><\/b>, Jeremiah Liu<\/i><\/b>, Jingbo Shang
\n<\/i><\/p>\n
\n
\nZuxin Liu<\/i>, Zijian Guo<\/i>, Zhepeng Cen<\/i>, Huan Zhang<\/i>, Jie Tan<\/i><\/b>, Bo Li<\/i>, Ding Zhao
\n<\/i><\/p>\n
\n
\nPrateek Jain<\/i><\/b>, Soumyabrata Pal
\n<\/i><\/b><\/p>\n