stem/AI/Neural Networks/CNN/GAN/cGAN.md
andy 5f167f25a4 vault backup: 2023-06-04 22:30:39
Affected files:
.obsidian/app.json
.obsidian/workspace-mobile.json
.obsidian/workspace.json
STEM/AI/Neural Networks/CNN/CNN.md
STEM/AI/Neural Networks/CNN/GAN/cGAN.md
STEM/AI/Neural Networks/MLP/Back-Propagation.md
2023-06-04 22:30:39 +01:00

638 B

Conditional GAN

  • Hard to control with AM
    • 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