April 26 - May 1, 2020

ICLR 2020

View information on Facebook AI’s published papers and presentations at ICLR 2020

Visit the Virtual ICLR Booth

Starting April 26th - May 1st, attendees can visit the ICLR website to chat with Facebook engineers, researchers, program managers, and recruiters virtually.

Download the Schedule

Featured Speakers

Devi Parikh

Keynote Speaker “AI Systems That Can See And Talk” with Live Q+A

April 29, 2020 at 12 noon ET

Yann LeCun

Keynote Speaker with Yoshua Bengio “Reflections from the Turing Award Winners” with Live Q+A

April 30, 2020 at 12 noon ET

Facebook Publications at ICLR 2020

April 25, 2020

RESEARCH

And the bit goes down: Revisiting the quantization of neural networks

Pierre Stock, Armand Joulin, Rémi Gribonval, Benjamin Graham, Hervé Jégou

April 25, 2020

February 21, 2020

RESEARCH

Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection

Michael Tsang, Dehua Cheng, Hanpeng Liu, Xue Feng, Eric Zhou, Yan Liu

February 21, 2020

February 14, 2020

RESEARCH

Fair Resource Allocation in Federated Learning

Tian Li, Maziar Sanjabi, Ahmad Beirami, Virginia Smith

February 14, 2020

April 25, 2020

RESEARCH

Permutation Equivariant Models for Compositional Generalization in Language

Jonathan Gordon, David Lopez-Paz, Marco Baroni, Diane Bouchacourt

April 25, 2020

April 26, 2020

RESEARCH

SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum

Jianyu Wang, Vinayak Tantia, Nicolas Ballas, Michael Rabbat

April 26, 2020

April 26, 2020

RESEARCH

ML APPLICATIONS

Discovering Motor Programs by Recomposing Demonstrations

Tanmay Shankar, Shubham Tulsiani, Lerrel Pinto, Abhinav Gupta

April 26, 2020

April 27, 2020

RESEARCH

ML APPLICATIONS

The Early Phase of Neural Network Training

Jonathan Frankle, David J. Schwab, Ari Morcos

April 27, 2020

February 14, 2020

RESEARCH

NLP

RTFM: Generalizing to Novel Environment via Reading

Victor Zhong, Tim Rocktäschel, Edward Grefenstette

February 14, 2020

February 21, 2020

RESEARCH

RESEARCH

CoPhy: Counterfactual Learning of Physical Dynamics

Fabien Baradel, Natalia Neverova, Julien Mille, Greg Mori, Christian Wolf

February 21, 2020

February 14, 2020

RESEARCH

Uncertainty-guided Continual Learning with Bayesian Neural Networks

Sayna Ebrahimi, Mohamed Elhoseiny, Trevor Darrell, Marcus Rohrbach

February 14, 2020

April 26, 2020

RESEARCH

COMPUTER VISION

DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames

Erik Wijmans, Abhishek Kadian, Ari Morcos, Stefan Lee, Irfan Essa, Devi Parikh, Manolis Savva, Dhruv Batra

April 26, 2020

April 20, 2020

RESEARCH

A Closer Look at the Optimization Landscapes of Generative Adversarial Networks

Hugo Berard, Gauthier Gidel, Amjad Almahairi, Pascal Vincent, Simon Lacoste-Julien

April 20, 2020

April 27, 2020

RESEARCH

NLP

vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations

Alexei Baevski, Steffen Schneider, Michael Auli

April 27, 2020

April 27, 2020

RESEARCH

ML APPLICATIONS

Generalization through Memorization: Nearest Neighbor Language Models

Urvashi Khandelwal, Omer Levy, Dan Jurafsky, Luke Zettlemoyer, Mike Lewis

April 27, 2020

April 27, 2020

RESEARCH

NLP

Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring

Samuel Humeau, Kurt Shuster, Marie-Anne Lachaux, Jason Weston

April 27, 2020

April 25, 2020

RESEARCH

ML APPLICATIONS

RIDE: Rewarding Impact-Driven Exploration for Procedurally-Generated Environments

Roberta Raileanu, Tim Rocktäschel

April 25, 2020

April 26, 2020

RESEARCH

ML APPLICATIONS

Reducing Transformer Depth on Demand with Structured Dropout

Angela Fan, Edouard Grave, Armand Joulin

April 26, 2020

April 25, 2020

RESEARCH

Dynamics-aware Embeddings

William F. Whitney, Rajat Agarwal, Kyunghyun Cho, Abhinav Gupta

April 25, 2020

April 25, 2020

RESEARCH

COMPUTER VISION

Decoupling Representation and Classifier for Long-Tailed Recognition

Bingyi Kang, Saining Xie, Marcus Rohrbach, Zhicheng Yan, Albert Gordo, Jiashi Feng, Yannis Kalantidis

April 25, 2020

April 25, 2020

RESEARCH

Energy-Based Models for Atomic-Resolution Protein Conformations

Yilun Du, Joshua Meier, Jerry Ma, Rob Fergus, Alexander Rives

April 25, 2020

April 25, 2020

RESEARCH

Intrinsic Motivation for Encouraging Synergistic Behavior

Rohan Chitnis, Shubham Tulsiani, Saurabh Gupta, Abhinav Gupta

April 25, 2020

Help Us Pioneer the Future of AI

Facebook is seeking Research Scientists, Software Engineers and Interns to join our teams. We are hiring for locations such as London, Menlo Park, Montreal, New York, Paris, Pittsburgh, Seattle, Tel Aviv, and Zurich.