深度无监督学习(伯克利) 2019 by Pieter Abbeel, Peter Chen, Jonathan Ho, Aravind Srinivas

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2019-02-19 08:01:44
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【伯克利新课:深度无监督学习】《CS294-158 Deep Unsupervised Learning Spring 2019》by Pieter Abbeel, Peter Chen, Jonathan Ho, Aravind Srinivas http://t.cn/EV0G9ka
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视频选集
(12/14)
Logistics & Motivation & Autoregressive Models
02:51:08
Autoregressive Models & Lossless Compression & Flow Models
02:28:40
Flow Models & Latent Variable Models
02:20:39
Latent Variable Models & Bits-Back Coding
02:29:49
Latent Variable Models - wrap-up & ANS coding & Implicit Models / Generative Adv
02:42:27
Implicit Models / Generative Adversarial Networks & Non-Generative Representatio
02:25:50
Non-Generative Representation Learning
02:11:11
Strengths/Weaknesses of Unsupervised Learning Methods & Semi-Supervised Learning
01:14:38
GPT-2 by Ilya Sutskever
48:48
9a: Unsupervised Distribution Alignment
01:09:17
9b: Guest Lecture by Alyosha Efros
01:31:06
10: Language Models (Alec Radford)
02:03:31
11: Representation Learning in Reinforcement Learning
02:11:27
12: Guest Lecture by Aaron van den Oord
01:41:06
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