Popular GitHub Repositories for Disentangled Representations

Unsupervised Speech Decomposition Via Triple Information Bottleneck

[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

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

ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction

[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects

Neural network parametrized objective to disentangle and transfer style and content in text

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

Disentangled Makeup Transfer with Generative Adversarial Network

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

[ECCV 2022 oral] Official PyTorch implementation of the paper "Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors"

DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images

Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge

[SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"

[ICLR2022] Code for "Retriever: Learning Content-Style Representation as a Token-Level Bipartite Graph"

Official Tensorflow implementation of the paper "Y-Autoencoders: disentangling latent representations via sequential-encoding", Pattern Recognition Letters (2020)

Pytorch implementation of of "Domain Intersection and Domain Difference" (ICCV 2019)