andy
236a5eac06
Affected files: .obsidian/app.json .obsidian/appearance.json .obsidian/workspace.json Money/Markets/Commodity.md STEM/AI/Neural Networks/CNN/CNN.md STEM/AI/Neural Networks/CNN/GAN/CycleGAN.md STEM/AI/Neural Networks/CNN/GAN/DC-GAN.md STEM/AI/Neural Networks/CNN/GAN/cGAN.md STEM/AI/Neural Networks/CV/Data Manipulations.md STEM/AI/Neural Networks/MLP/Back-Propagation.md STEM/CS/Code Types.md STEM/CS/Compilers.md STEM/Quantum/Confinement.md
512 B
512 B
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
