disentangled-representations topic

🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily config...

nmichlo

[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics

ysymyth

Official pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR2021 Oral).

imlixinyang

Experiments for understanding disentanglement in VAE latent representations

YannDubs

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

junyanz

ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction

liaohaofu

Pytorch implementation of MixNMatch

WisconsinAIVision

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

matthewvowels1

Pytorch implementation of β-VAE

1Konny

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

1Konny