Latest News
AI now enables robots to adapt rapidly to changing real world conditions
Researchers from Facebook, UC Berkeley, and Carnegie Mellon University have developed AI that can help legged robots or other machines to adapt to changing conditions in the real world in fractions of a second.
Open-Source AI Tools
We share our open source frameworks, tools, libraries, and models for everything from research exploration to large-scale production deployment.
Open-Source AI Research
We're advancing the state-of-the-art in artificial intelligence through fundamental and applied research in open collaboration with the community.
Notable Papers
RESEARCH
ML APPLICATIONS
GrokNet: Unified Computer Vision Model Trunk and Embeddings For Commerce
Sean Bell
Yiqun Liu
Sami Alsheikh
Yina Tang...
KDD
COMPUTER VISION
Live Face De-Identification in Video
Oran Gafni
Lior Wolf
Yaniv Taigman
International Conference on Computer Vision (ICCV)
RESEARCH
Single-Network Whole-Body Pose Estimation
Gines Hidalgo
Yaadhav Raaj
Haroon Idrees
Donglai Xiang...
International Conference on Computer Vision (ICCV)
SPEECH & AUDIO
A Universal Music Translation Network
Noam Mor
Lior Wolf
Adam Polyak
Yaniv Taigman
International Conference on Learning Representations (ICLR)
Latest Publications
August 30, 2021
NLP
SUPERB: Speech processing Universal PERformance Benchmark
Self-supervised learning (SSL) has proven vital for advancing research in natural language processing (NLP) and computer vision (CV). …
Shu-wen Yang, Po-Han Chi, Yung-Sung Chuang, Cheng-I Jeff Lai, Kushal Lakhotia, Yist Y. Lin, Andy T. Liu, Jiatong Shi, Xuankai Chang, Guan-Ting Lin, Tzu-Hsien Huang, Wei-Cheng Tseng, Ko-tik Lee, Da-Rong Liu, Zili Huang, Shuyan Dong, Shang-Wen, Shinji Watanabe, Abdelrahman Mohamed, Hung-yi Lee
August 30, 2021
August 09, 2021
COMPUTER VISION
GRAPHICS
Deep Relightable Appearance Models for Animatable Faces
We present a method for building high-fidelity animatable 3D face models that can be posed and rendered with novel lighting environments in real-time. …
Sai Bi, Stephen Lombardi,Shunsuke Saito, Tomas Simon, Shih-en Wei, Kevyn McPhail, Ravi Ramamoorthi, Yaser Sheikh, Jason Saragih
August 09, 2021
August 09, 2021
GRAPHICS
COMPUTER VISION
Control Strategies for Physically Simulated Characters Performing Two-player Competitive Sports
In two-player competitive sports, such as boxing and fencing, athletes often demonstrate efficient and tactical movements during a competition …
Jungdam Won, Deepak Gopinath, Jessica Hodgins
August 09, 2021
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We share our open source frameworks, tools, libraries, and models for everything from research exploration to large-scale production deployment.
