Generative Models Research

Models

NICE: Nonlinear Independent Components Estimation [arxiv]

• Implemented in models/nice directory

Generated Samples

Samples generated by NICE after 10 epochs of training on MNIST

Samples generated by NICE after 10 epochs of training on MNIST

MMD-based Kernel Learning Method

• Implemented in notebooks/563_project.ipynb