Our research aims to build cutting-edge AI that can understand, inspire, and connect people to what's most meaningful to them. We push the state of the art in applied research to learn from large, diverse datasets, and build powerful and flexible frameworks that allow us to train and deploy models at huge scale. These technologies power Facebook products like News Feed, Instagram, Ads, and Search.
Our research areas include Deep Learning, Massive Sparse Data, Behavior Modeling, Graph Learning, Representation Learning, Reinforcement Learning, Optimization, Distributed/GPU Training, Multi-Modality, Visualization, etc.
December 03, 2018
Jian Zhang, Jiyan Yang, Hector Yuen
December 03, 2018
Foundational models
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Foundational models