22 lines
446 B
Markdown
22 lines
446 B
Markdown
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Cycle Consistent GAN
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- G
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- $x \rightarrow y$
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- F
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- $y \rightarrow x$
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- Aims to bridge gap across domains
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- Zebras-horses
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- Audi-BMW
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- Learn bidirectional mapping function
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- Transitivity regularises training
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- $x \rightarrow y'$
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- $y' \rightarrow x''$
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- $x == x''$
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- Cycle consistency
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- Requires two datasets
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- One for each domain
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- Not directly paired
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- Unlike edge map $\rightarrow$ bag
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![[cyclegan.png]]
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![[cyclegan-results.png]]
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