【 李宏毅深度学习合辑 】Advanced Topics in Deep Learning (Hung-yi Lee, NTU)(中文)

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2018-02-05 01:16:09
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https://www.youtube.com 作者:李宏毅 转载自:https://www.youtube.com/watch?v=IzHoNwlCGnE&list=PLJV_el3uVTsPMxPbjeX7PicgWbY7F8wW9 【 李宏毅深度学习合辑 】Advanced Topics in Deep Learning (Hung-yi Lee, NTU)(中文) 微博:宫帅USTC
原:帅帅家的人工智障
视频选集
(1/25)
1Review_ Basic Structures for Deep Learning Models (Part I)
01:28:25
2Review_ Basic Structures for Deep Learning Models (Part II)
39:55
3Computational Graph & Backpropagation
01:00:54
4Deep Learning for Language Modeling
29:58
5Spatial Transformer Layer
32:55
6Highway Network & Grid LSTM
18:22
7Recursive Network
24:58
8Conditional Generation by RNN & Attention
01:41:14
9Pointer Network
13:34
10Batch Normalization
28:57
11SELU
25:57
12Capsule
25:27
13Tuning Hyperparameters
19:37
14Interesting things about deep learning
14:31
15Generative Adversarial Network
01:59:03
16Improved Generative Adversarial Network
02:22:48
17RL and GAN for Sentence Generation and Chat-bot
01:29:10
18機械学習で美少女化 _ あるいはNEW GAME! の世界
10:35
19Imitation Learning
01:22:05
20Evaluation of Generative Models
23:48
21Ensemble of GAN
08:15
22Energy-based GAN
55:36
23Video Generation by GAN
06:23
24A3C
01:32:28
25Gated RNN and Sequence Generation (Recorded at Fall, 2017)
01:59:52
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