李宏毅机器学习2019(国语)
【李宏毅机器学习2019(国语)】“Machine Learning (Hung-yi Lee, 2019)” by 李宏毅 http://t.cn/Exykrk9 video:http://t.cn/ExykrkC
视频选集
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The Next Step for Machine Learning
15:27
Anomaly Detection (1:7)
13:23
Anomaly Detection (2:7)
14:10
Anomaly Detection (3:7)
14:05
Anomaly Detection (4:7)
04:07
Anomaly Detection (5:7)
12:18
Anomaly Detection (6:7)
12:20
Anomaly Detection (7:7)
06:02
Attack ML Models (1:8)
06:06
Attack ML Models (2:8)
11:43
Attack ML Models (3:8)
07:03
Attack ML Models (4:8)
08:12
Attack ML Models (5:8)
06:38
Attack ML Models (6:8)
09:27
Attack ML Models (7:8)
08:03
Attack ML Models (8:8)
10:11
Explainable ML (1:8)
13:51
Explainable ML (2:8)
14:08
Explainable ML (3:8)
06:08
Explainable ML (4:8)
07:15
Explainable ML (5:8)
08:13
Explainable ML (6:8)
07:27
Explainable ML (7:8)
08:03
Explainable ML (8:8)
07:16
Life Long Learning (1:7)
13:51
Life Long Learning (2:7)
07:25
Life Long Learning (3:7)
12:04
Life Long Learning (4:7)
04:40
Life Long Learning (5:7)
03:19
Life Long Learning (6:7)
14:15
Life Long Learning (7:7)
11:35
Meta Learning - MAML (1:9)
07:41
Meta Learning - MAML (2:9)
07:52
Meta Learning - MAML (3:9)
10:21
Meta Learning - MAML (4:9)
05:14
Meta Learning - MAML (5:9)
13:22
Meta Learning - MAML (6:9)
06:33
Meta Learning - MAML (7:9)
08:54
Meta Learning - MAML (8:9)
05:11
Meta Learning - MAML (9:9)
06:53
Meta Learning - Gradient Descent as LSTM (1:3)
11:40
Meta Learning - Gradient Descent as LSTM (2:3)
10:06
Meta Learning - Gradient Descent as LSTM (3:3)
10:39
Meta Learning – Metric-based (1:3)
10:30
Meta Learning – Metric-based (2:3)
05:15
Meta Learning – Metric-based (3:3)
11:30
Meta Learning - Train+Test as RNN
07:48
More about Auto-encoder (1:4)
13:39
More about Auto-encoder (2:4)
06:11
More about Auto-encoder (3:4)
12:29
More about Auto-encoder (4:4)
14:52
Network Compression (1_6)
08:24
Network Compression (2_6)
12:44
Network Compression (3_6)
08:33
Network Compression (4_6)
06:37
Network Compression (5_6)
11:53
Network Compression (6_6)
13:08
GAN (Quick Review)
38:05
Flow-based Generative Model
01:07:52
Transformer
49:32
ELMO, BERT, GPT
01:04:52
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