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CS 236 Entropy Regularized Conditional GANs

Example usage

Running conditional gan (train_cond.py) with regularization term 0.0002

$ python main.py --dataset cifar10 --model presgan --lambda 0.0002

Files: hmc.py -> HMC Sampling, train_cond.py -> Main conditional gan training with nets_cond.py architecture.

Entropy on MNIST Mnist

Entropy Saturation on CelebA (0.0002) CelebA

Entropy Saturation on Cifar-10 0.0002) Saturation

Modulated Lambda on Entropy Saturation on Cifar 10 - 0.0002 Adapted

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