stem/AI/Neural Networks/CNN/GAN/cGAN.md
andy 236a5eac06 vault backup: 2023-05-31 22:51:45
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
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636 B

Conditional GAN

  • Hard to control with [AM](../Interpretation.md#Activation Maximisation)
    • Unconditional GAN
  • Condition synthesis on a class label
  • Concatenate unconditional code with conditioning vector
    • Label
  • No longer unsupervised
    • Everything labelled
      • Fake images and dataset
    • Requires pairing

cgan cgan-example

Image Conditioning Vector

icv-pos-neg-examples icv-results

Text Encoding

  • word2vec

word2vec