[TPAMI 2023] Generative Multi-Label Zero-Shot Learning

An experiment in VAE-based artistic style transfer by embedding fiddling.

PyTorch implemented generative models for CelebA dataset: DCGAN, LSGAN, WGAN, WGANGP, InfoGAN, BEGAN, VAE, VAEGAN

A series of machine learning models built to downscale tropical cyclone rainfall

Simple Tensorflow implementation of the paper Autoencoding Beyond Pixels Using a Similarity Metric

Adversarial Nouveau Variational Autoencoder

In this repository, we focus on the compression of images and video (sequence of image frames) using deep generative models and show that they achieve a better performance in compression ratio and perceptual quality. We explore the use of VAEGANs for this task.

Learning Face Recognition Unsupervisedly by Disentanglement and Self-Augmentation (ICRA 2020)