Publications

Publication

November 16, 2021

NLP

Can Transformers Jump Around Right in Natural Language? Assessing Performance Transfer from SCAN

Rahma Chaabouni, Roberto Dessì, Evgeny Kharitonov

November 16, 2021

Publication

November 16, 2021

COMPUTER VISION

How Meta is working to assess fairness in relation to race in the U.S. across its products and systems

Rachad Alao, Miranda Bogen, Jingang Miao Ilya Mironov, Jonathan Tannen

November 16, 2021

Publication

November 08, 2021

ROBOTICS

COMPUTER VISION

A Differentiable Recipe for Learning Visual Non-Prehensile Planar Manipulation

Bernardo Aceituno, Alberto Rodriguez, Shubham Tulsiani, Abhinav Gupta, Mustafa Mukadam

November 08, 2021

Publication

October 14, 2021

GRAPHICS

COMPUTER VISION

Ego4D: Around the World in 3,000 Hours of Egocentric Video

Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Ramakrishnan, Fiona Ryan,Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, …

October 14, 2021

Publication

October 12, 2021

COMPUTER VISION

LiRA: Learning Visual Speech Representations from Audio through Self-supervision

Pingchuan Ma, Rodrigo Mira, Stavros Petridis, Bjorn W. Schuller,Maja Pantic

October 12, 2021

Publication

October 01, 2021

COMPUTER VISION

CONVERSATIONAL AI

DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue

Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beiram, Alborz Geramifard, Satwik Kottur

October 01, 2021

Publication

September 27, 2021

RANKING & RECOMMENDATIONS

Transformers4Rec: Bridging the Gap between NLP and Sequential / Session-Based Recommendation

Gabriel de Souza Pereira Moreira, Sara Rabhi, Jeong Min Lee, Ronay Ak, Even Oldridge

September 27, 2021

Publication

August 29, 2021

NLP

Many-Speakers Single Channel Speech Separation with Optimal Permutation Training

Shaked Dovrat,Eliya Nachmani, Lior Wolf

August 29, 2021

Publication

August 09, 2021

COMPUTER VISION

GRAPHICS

Deep Relightable Appearance Models for Animatable Faces

Sai Bi, Stephen Lombardi,Shunsuke Saito, Tomas Simon, Shih-en Wei, Kevyn McPhail, Ravi Ramamoorthi, Yaser Sheikh, Jason Saragih

August 09, 2021

Publication

August 09, 2021

GRAPHICS

COMPUTER VISION

Control Strategies for Physically Simulated Characters Performing Two-player Competitive Sports

Jungdam Won, Deepak Gopinath, Jessica Hodgins

August 09, 2021

Publication

August 01, 2021

GRAPHICS

COMPUTER VISION

Evaluation Examples Are Not Equally Informative: How Should That Change NLP Leaderboards?

Pedro Rodriguez, Joe Barrow, Alexander Hoyle, John P. Lalor, Robin Jia, Jordan Boyd-Graber

August 01, 2021

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