伯克利《深度无监督学习》课程(2020)

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2020-02-08 10:05:16
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【伯克利课程:深度无监督学习(2020)】《CS294-158-SP20 Deep Unsupervised Learning Spring 2020》by Pieter Abbeel, Peter Chen, Jonathan Ho, Aravind Srinivas http://t.cn/A6PVpuHL
新浪微博 @爱可可-爱生活 http://weibo.com/fly51fly
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(1/12)
自动连播
L1 Introduction
01:10:02
L2 Autoregressive Models
02:27:24
L3 Flow Models
01:56:54
L4 Latent Variable Models (VAE)
02:19:34
L5 Implicit Models -- GANs Part I
02:32:32
L6 Implicit Models _ GANs part II
02:09:14
L7 Self-Supervised Learning
02:20:42
L8 Round-up of Strengths and Weaknesses of Unsupervised Learning Methods
41:52
L9 Semi-Supervised Learning and Unsupervised Distribution Alignment
02:16:00
L10 Compression
03:09:49
L11 Language Models -- guest instructor- Alec Radford (OpenAI)
02:38:20
L12 Representation Learning for Reinforcement Learning
02:01:56
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