View Code? Open in Web Editor
NEW
My own implementation on various types of deep generative models
deep-generative-models's Introduction
My own implementation on various types of deep generative models
Variational Auto Encoder (VAE)
Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering (VaDE)
Info-WassersteinGAN with Gradient Penalty and Consistency Term regularizations (Info-WGAN-GP-CT)
- I. Gulrajani, F. Ahmed, M. Arjovsky, V. Dumoulin, and A. C. Courville, "Improved Training of Wasserstein GANs", In NIPS, 2017.
- X. Wei, Z. Liu, L. Wang, and B. Gong, "Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect", International Conference on Learning Representations (ICLR), 2018.
deep-generative-models's People
Contributors
Watchers