ima-vae

Experiments for understanding disentanglement in VAE latent representations

A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.

Official implementation of VQMIVC: One-shot (any-to-any) Voice Conversion @ Interspeech 2021 + Online playing demo!

Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)

Time-Lapse Disentanglement With Conditional GANs [SIGGRAPH 2022]

Official implementation of SpeechSplit2

? Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily configured and run with Hydra config ▸ Inspired by disentanglement_lib

Deep active inference agents using Monte-Carlo methods

Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)

Deep Learning for Computer Vision (CommE 5052) in NTU