深度学习高级话题-李宏毅 （2017）
https://www.youtube.com/watch?v=IzHoNwlCGnE&list=PLJV_el3uVTsPMxPbjeX7PicgWbY7F8wW9
深度学习高级话题（李宏毅）2017
Advanced Topics in Deep Learning (Hung-yi Lee, NTU)
李宏毅
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Review_ Basic Structures for Deep Learning Models (Part I)
01:28:26
Review_ Basic Structures for Deep Learning Models (Part II)
39:56
Computational Graph & Backpropagation
01:00:54
Deep Learning for Language Modeling
29:58
Spatial Transformer Layer
32:56
Highway Network & Grid LSTM
18:22
Recursive Network
24:58
Conditional Generation by RNN & Attention
01:41:14
Pointer Network
13:34
Batch Normalization
28:58
SELU
25:58
Tuning Hyperparameters
19:37
Interesting things about deep learning
14:31
Generative Adversarial Network
01:59:04
Improved Generative Adversarial Network
02:22:49
RL and GAN for Sentence Generation and Chat-bot
01:29:10
機械学習で美少女化 _ あるいはNEW GAME! の世界
10:36
Imitation Learning
01:22:05
Evaluation of Generative Models
23:48
Ensemble of GAN
08:16
Energy-based GAN
55:36
Video Generation by GAN
06:23
A3C
01:32:29
Gated RNN and Sequence Generation (Recorded at Fall, 2017)
01:59:52
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