Andy Pack
6882b75949
Affected files: .obsidian/graph.json .obsidian/workspace.json STEM/AI/Neural Networks/CNN/GAN/CycleGAN.md STEM/AI/Neural Networks/CNN/GAN/DC-GAN.md STEM/AI/Neural Networks/CNN/GAN/GAN.md STEM/AI/Neural Networks/CNN/GAN/StackGAN.md STEM/AI/Neural Networks/CNN/GAN/cGAN.md STEM/AI/Neural Networks/CV/Visual Search/Visual Search.md Tattoo/Artists.md Tattoo/Engineering.md Tattoo/Flowers.md Tattoo/Music.md Tattoo/Plans.md Tattoo/Sources.md
551 B
551 B
| tags | |||
|---|---|---|---|
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Cycle Consistent GAN
- G
x \rightarrow y
- F
y \rightarrow x
- Aims to bridge gap across domains
- Zebras-horses
- Audi-BMW
- Learn bidirectional mapping function
- Transitivity regularises training
x \rightarrow y'y' \rightarrow x''x == x''- Cycle consistency
- Requires two datasets
- One for each domain
- Not directly paired
- Unlike edge map
\rightarrowbag
- Unlike edge map
