"Deep Generative Modeling": Introductory Examples

AI that generates human faces which have never been seen before. The future is now 😁

Code accompanying the notMIWAE paper

Discovering de novo shared transcriptional programs in single cancer cells

Code, documentation, and tutorials for the DGD model trained on bulk RNA-Seq data.

Importance Weighted Autoencoders in TensorFlow 2, reproducing results from the IWAE paper with 1 or 2 stochastic layers

Superclass-class conditional Gaussian mixture model for learning fine-grained embeddings

Repository of a research project on the use of deep generative diffusion models to analyze morphological relationships in human brain structures.