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Josh Tenenbaum — Person Summaries

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Pieter Abbeel on Research Directions (Full Stack Deep Learning - November 2019)

The Full Stack · 3 min read

Research frontiers in deep learning are increasingly about learning systems that can adapt quickly—often with only a few examples or trials—while...

Few-Shot LearningModel-Agnostic Meta-LearningMeta Reinforcement Learning

Lecture 12: Research Directions (Full Stack Deep Learning - Spring 2021)

The Full Stack · 3 min read

Deep learning research is shifting from “interesting ideas” to “rapidly deployable tools,” and the lecture’s through-line is that the fastest...

Research DirectionsUnsupervised LearningContrastive Learning

Lecture 10: Research Directions - Full Stack Deep Learning - March 2019

The Full Stack · 3 min read

Research momentum in deep learning has accelerated to the point where thousands of papers arrive every month, making it impossible for any one person...

Few-Shot LearningModel-Agnostic Meta-LearningReinforcement Learning