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19 search results found

Disentangling Vae ⭐ 668

Experiments for understanding disentanglement in VAE latent representations

Awesome Vaes ⭐ 448

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

Mixnmatch ⭐ 427

Pytorch implementation of MixNMatch

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

Finegan ⭐ 203

FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery

Factored3d ⭐ 162

Code release for "Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene"

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

[ICLR2022] Code for "Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View"

Linguistic Style Transfer ⭐ 75

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

ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction

Disentangled Makeup Transfer with Generative Adversarial Network

Retriever ⭐ 39

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

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

Domainintersectiondifference ⭐ 37

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

Deep Active Inference Mc ⭐ 28

Deep active inference agents using Monte-Carlo methods

Cs Dismo ⭐ 16

[ICCVW 2021] Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement

Orgainzed Digital Intelligent Network (O.D.I.N)

Representation Learning Reading List ⭐ 13

Repository lists useful papers related to representation learning with links to research papers, conference names and year of publish.

Spatial Decomposition Network - TensorFlow

Infogan Pytorch ⭐ 5

🎨 A PyTorch implementation of InfoGAN.

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