stem/AI/Neural Networks/CNN/GAN/cGAN.md

Conditional [[GAN]]

- Hard to control with [[Interpretation#Activation Maximisation|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.png]]
![[cgan-example.png]]

# Image Conditioning Vector
![[icv-pos-neg-examples.png]]
![[icv-results.png]]

# Text Encoding
- word2vec

![[word2vec.png]]