skullVAE

AI Toolkit for Healthcare Imaging

Pytorch implementation of MixNMatch

MONAI Label is an intelligent open source image labeling and learning tool.

Unsupervised Speech Decomposition Via Triple Information Bottleneck

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

To learn and reason like humans, AI must first learn to factorise interpretable representations of independent data generative factors (preferably in an unsupervised manner!!). What does all this mean? Go through this tutorial to get an overview of disentanglement in the context of unsupervised visual disentangled representation learning.

[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.

Code for "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR 2021 Oral).

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

Global Rhythm Style Transfer Without Text Transcriptions