Latest News
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
June 11, 2021
COMPUTER VISION
Lips Don’t Lie: A Generalisable and Robust Approach to Face Forgery Detection
Although current deep learning-based face forgery detectors achieve impressive performance in constrained scenarios …
Alexandros Haliassos, Konstantinos Vougioukas, Stavros Petridis, Maja Pantic
June 11, 2021
May 29, 2021
NLP
Autoregressive Entity Retrieval
Entities are at the center of how we represent and aggregate knowledge. For instance, Encyclopedias such as Wikipedia are structured by entities …
Nicola De Cao, , Gautier Izacard, Sebastian Riedel, Fabio Petroni
May 29, 2021
May 07, 2021
CORE MACHINE LEARNING
THEORY
Tilted Empirical Risk Minimization
Empirical risk minimization (ERM) is typically designed to perform well on the average loss, which can result in estimators that are sensitive to outliers …
Tian Li, Ahmad Beirami, Maziar Sanjabi, Virginia Smith
May 07, 2021
May 07, 2021
SYSTEMS RESEARCH
Ditto: Fair and robust federated learning through personalization
Fairness and robustness are two important concerns for federated learning systems. …
Tian Li, Shengyuan Hu, Ahmad Beirami, Virginia Smith
May 07, 2021
Help Us Pioneer the Future of AI
We share our open source frameworks, tools, libraries, and models for everything from research exploration to large-scale production deployment.
