CVPR 2021 Keynote -- Pieter Abbeel -- Towards a General Solution for Robotics.

L2 Autoregressive Models -- CS294-158 SP24 Deep Unsupervised Learning -- UC Berkeley Spring 2024

Theoretical Foundations of Graph Neural Networks

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L10 Semisupervised Learning and Unsupervised Distribution Alignment -- UC Berkeley Sprint 2024

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L2 Deep Q-Learning (Foundations of Deep RL Series)

L13b Neural Radiance Fields -- Guest Lecturer Ben Mildenhall

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L1 Introduction -- CS294-158 SP24 Deep Unsupervised Learning -- UC Berkeley Spring 2024

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Yann LeCun: "Energy-Based Self-Supervised Learning"

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NeurIPS 2020 Tutorial: Deep Implicit Layers

The Narrated Transformer Language Model

L7 Self-Supervised Learning (Spring 2024, UC Berkeley) -- Pieter Abbeel & Philipp Wu

L9 Generative Video -- UC Berkeley, Spring 2024 -- Wilson Yan

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L3 Policy Gradients and Advantage Estimation (Foundations of Deep RL Series)