https://github.com/yanndubs/disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

beta-tcvae beta-vae celeba chairs-dataset deep-learning disentangled-representations disentanglement dsprites factor-vae fashion-mnist mnist pytorch representation-learning reproducible-research unsupervised-learning vae variational-autoencoder

Last synced: 12 Apr 2025

https://github.com/deepmind/dsprites-dataset

Dataset to assess the disentanglement properties of unsupervised learning methods

beta-vae dataset disentanglement dsprites vae

Last synced: 14 Dec 2024

https://github.com/google-deepmind/dsprites-dataset

Dataset to assess the disentanglement properties of unsupervised learning methods

beta-vae dataset disentanglement dsprites vae

Last synced: 27 Nov 2024

https://github.com/Schlumberger/joint-vae

Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation :star2:

disentangled-representations disentanglement generative-models gumbel-softmax pytorch vae

Last synced: 07 May 2025

https://github.com/harskish/tlgan

Time-Lapse Disentanglement With Conditional GANs [SIGGRAPH 2022]

disentanglement generative-adversarial-network time-lapse timelapse

Last synced: 19 Dec 2024

https://github.com/nmichlo/disent

🧶 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

autoencoders configurable datasets disentangled-representations disentanglement metric-learning metrics python python3 pytorch pytorch-lightning representation-learning vae

Last synced: 08 May 2025

https://github.com/tsinghua-fib-lab/CLSR

The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)

contrastive-learning disentangled-representations disentanglement recommendation recommender-system

Last synced: 28 Nov 2024

https://github.com/h3lio5/linguistic-style-transfer-pytorch

Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch

acl adversarial-learning disentangled-representations disentanglement latent-representations natural-language-generation pytorch style-transfer text-style-transfer variational-autoencoder

Last synced: 27 Nov 2024

https://github.com/vectominist/spin

Official code for Interspeech 2023 paper "Self-supervised Fine-tuning for Improved Content Representations by Speaker-invariant Clustering"

clustering disentanglement self-supervised-learning speech-processing speech-recognition

Last synced: 02 Dec 2024

https://github.com/csinva/matching-with-gans

Matching in GAN latent space for better bias benchmarking and semantic image editing. 👶🏻🧒🏾👩🏼‍🦰👱🏽‍♂️👴🏾

ai bias causal-inference computer-vision deep-learning disentanglement facial-recognition fairness gan ml neural-network python3 pytorch stylegan2

Last synced: 06 May 2025

https://github.com/mseitzer/neurips2019-disentanglement-challenge

disentangled-representations disentanglement neurips-2019 variational-autoencoder

Last synced: 12 Apr 2025

https://github.com/csinva/local-vae

Making locally disentangled vaes.

disentanglement neural-network pytorch vae

Last synced: 02 Apr 2025

https://github.com/suzuki-2001/pytorch-provlae

Pytorch Implementation of proVLAE

3dshapes beta-vae disentangled-representations disentanglement imagenet mnist pytorch vae

Last synced: 03 Dec 2024

https://github.com/minitechy/betavae_variants

beta-VAE variants trained using deep neural networks on the dSprites dataset with PyTorch

beta-vae deep-neural-networks disentanglement dsprites mig mutual-information pytorch sap

Last synced: 15 Mar 2025