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The Top 23 Disentangled Representations Open Source Projects

Open source projects categorized as Disentangled Representations
Categories > Disentangled Representations
Disentangling Vae ⭐ 668
Experiments for understanding disentanglement in VAE latent representations
most recent commit a year ago
Von ⭐ 479
[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.
most recent commit 4 years ago
Awesome Vaes ⭐ 448
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
most recent commit 3 years ago
Mixnmatch ⭐ 427
Pytorch implementation of MixNMatch
most recent commit 4 years ago
Speechsplit ⭐ 401
Unsupervised Speech Decomposition Via Triple Information Bottleneck
most recent commit 2 years ago
Joint Vae ⭐ 384
Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation 🌟
most recent commit 5 years ago
Hisd ⭐ 361
Official pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR2021 Oral).
most recent commit 2 years ago
Beta Vae ⭐ 262
Pytorch implementation of β-VAE
most recent commit 6 years ago
3d Sdn ⭐ 246
[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics
most recent commit 5 years ago
Finegan ⭐ 203
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery
most recent commit 4 years ago
Autopst ⭐ 190
Global Rhythm Style Transfer Without Text Transcriptions
most recent commit a year ago
Factored3d ⭐ 162
Code release for "Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene"
most recent commit 5 years ago
Dover ⭐ 155
[ICCV 2023, Official Code] for paper "Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives". Official Weights and Demos provided.
most recent commit 6 months ago
Factorvae ⭐ 144
Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)
most recent commit 6 years ago
Defmo ⭐ 119
[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
most recent commit 2 years ago
Disent ⭐ 87
🧶 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
total releases 34most recent commit a year ago
Disco ⭐ 78
[ICLR2022] Code for "Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View"
most recent commit 2 years ago
Speechsplit2 ⭐ 75
Official implementation of SpeechSplit2
most recent commit 2 years ago
Linguistic Style Transfer ⭐ 75
Neural network parametrized objective to disentangle and transfer style and content in text
most recent commit 5 years ago
Dna Gan ⭐ 64
DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images
most recent commit 6 years ago
Adn ⭐ 54
ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction
most recent commit 4 years ago
Dmt ⭐ 51
Disentangled Makeup Transfer with Generative Adversarial Network
most recent commit 5 years ago
Y Ae ⭐ 48
Official Tensorflow implementation of the paper "Y-Autoencoders: disentangling latent representations via sequential-encoding"
most recent commit 4 years ago
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