文章目录
Self-supervised Learning Framework
Auto-encoder(Dimension Reduction)
其它降维的方法:PCA,t-SNE
Why Auto-encoder?(变化是有限的)
De-noising Auto-encoder
Auto-Encoder的应用
Feature Disentangle
Discrete Latent Representation(从连续到离散)
Text as Representation
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More Applications
Generator
Compression
Anomaly Detection(作业)