Deep Generative Model

Digit Fantasies by a Deep Generative Model

• demo: http://www.dpkingma.com/sgvb_mnist_demo/demo.html

Max-margin Deep Generative Models

• arXiv: http://arxiv.org/abs/1504.06787
• github: https://github.com/zhenxuan00/mmdgm

Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks(CatGAN)

• arXiv: http://arxiv.org/abs/1511.06390

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks(DCGAN)

• arXiv: http://arxiv.org/abs/1511.06434
• github: https://github.com/Newmu/dcgan_code

Auxiliary Deep Generative Models

• arxiv: http://arxiv.org/abs/1602.05473