28 Open Source Disentangled Representations Software Projects
Free and open source disentangled representations code projects including engines, APIs, generators, and tools.
Junyanz Von 486 ⭐
[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.
Joint Vae 394 ⭐
Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation :star2:
Awesome Vaes 317 ⭐
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
Finegan 203 ⭐
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery
Factored3D 164 ⭐
Code release for "Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene"
Factorvae 155 ⭐
Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)
Linguistic Style Transfer 94 ⭐
Neural network parametrized objective to disentangle and transfer style and content in text
Y Ae 48 ⭐
Official Tensorflow implementation of the paper "Y-Autoencoders: disentangling latent representations via sequential-encoding"
Drnet 38 ⭐
PyTorch implementation of the NIPS 2017 paper - Unsupervised Learning of Disentangled Representations from Video
Disentangled_graph_collaborative_filtering 46 ⭐
Disentagnled Graph Collaborative Filtering, SIGIR2020
Domainintersectiondifference 36 ⭐
Pytorch implementation of of "Domain Intersection and Domain Difference" (ICCV 2019)
Variational Sparse Coding 32 ⭐
Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge
Linguistic Style Transfer Pytorch 30 ⭐
Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch
Chyvae 15 ⭐
Code for our paper -- Hyperprior Induced Unsupervised Disentanglement of Latent Representations (AAAI 2019)
Aaai2021 260 18 ⭐
The implementation of the SHOT-VAE model in paper "SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations"
Infogan Cr 15 ⭐
InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs, ICML 2020