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Search results for disentangled representations
disentangled-representations
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57 search results found
Disentangling Vae
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668
Experiments for understanding disentanglement in VAE latent representations
Von
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479
[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.
Awesome Vaes
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448
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
Mixnmatch
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427
Pytorch implementation of MixNMatch
Speechsplit
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401
Unsupervised Speech Decomposition Via Triple Information Bottleneck
Joint Vae
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384
Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation 🌟
Hisd
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361
Official pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR2021 Oral).
Beta Vae
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262
Pytorch implementation of β-VAE
3d Sdn
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246
[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics
Finegan
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203
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery
Autopst
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190
Global Rhythm Style Transfer Without Text Transcriptions
Factored3d
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162
Code release for "Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene"
Dover
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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.
Factorvae
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144
Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)
Defmo
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119
[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
Disent
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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
Disco
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78
[ICLR2022] Code for "Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View"
Speechsplit2
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75
Official implementation of SpeechSplit2
Linguistic Style Transfer
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75
Neural network parametrized objective to disentangle and transfer style and content in text
Dna Gan
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64
DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images
Adn
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54
ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction
Dmt
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51
Disentangled Makeup Transfer with Generative Adversarial Network
Y Ae
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48
Official Tensorflow implementation of the paper "Y-Autoencoders: disentangling latent representations via sequential-encoding"
Variational Sparse Coding
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47
Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge
Retriever
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39
[ICLR2022] Code for "Retriever: Learning Content-Style Representation as a Token-Level Bipartite Graph"
Stars
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37
[ECCV 2022 oral] Official PyTorch implementation of the paper "Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors"
Domainintersectiondifference
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37
Pytorch implementation of of "Domain Intersection and Domain Difference" (ICCV 2019)
Disentanglement_tutorial
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37
This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and serves as a roadmap for the disentanglement aficionados.
Concept Based Xai
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37
Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI
Drnet
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36
PyTorch implementation of the NIPS 2017 paper - Unsupervised Learning of Disentangled Representations from Video
Clsr
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33
The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)
Shot Vae
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33
The implementation of the SHOT-VAE model in paper "SHOT-VAE: Semi-supervised Deep Generative Models With Label-aware ELBO Approximations"
Deep Active Inference Mc
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28
Deep active inference agents using Monte-Carlo methods
Synpg
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27
Code for our EACL-2021 paper "Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs".
Awesome Representation Learning Cv Paperandcode
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22
Awesome-Representation-Learning-CV-PaperAndCodes, lasted development in the representation learning area.
Dccf
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22
[SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"
Multiviewsketch Garment
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17
3DV 2022 ORAL Github Repository of Garment Ideation: Iterative View-Aware Sketch-Based Garment Modeling
Fitness Aqa
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16
Fitness Action Quality Assessment or your AI-Fitness Coach [ECCV 2022]
Linguistic Style Transfer Pytorch
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16
Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch
Cs Dismo
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16
[ICCVW 2021] Rethinking Content and Style: Exploring Bias for Unsupervised Disentanglement
Asp2vec
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15
Unsupervised Differentiable Multi-aspect Network Embedding (asp2vec) (KDD2020)
Chyvae
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15
Code for our paper -- Hyperprior Induced Unsupervised Disentanglement of Latent Representations (AAAI 2019)
Odin Ai
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15
Orgainzed Digital Intelligent Network (O.D.I.N)
Pipnet
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15
PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)
Disentangled_graph_collaborative_filtering
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15
Disentagnled Graph Collaborative Filtering, SIGIR2020
Infogan Cr
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15
InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs, ICML 2020
Householdergan
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13
ICCV23 "Householder Projector for Unsupervised Latent Semantics Discovery"
Representation Learning Reading List
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13
Repository lists useful papers related to representation learning with links to research papers, conference names and year of publish.
Discont
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12
Code for the paper "DisCont: Self-Supervised Visual Attribute Disentanglement using Context Vectors".
Reasoning Shortcuts
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10
Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts
Sdnet
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9
Spatial Decomposition Network - TensorFlow
Guideddisent
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7
[TPAMI 2023] Code for inference of our TPAMI and ECCV papers on model-guided disentanglement for GANs.
Mmd_vae
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7
This repo contains the code for our AAAI-Workshop paper "Learning disentangled representations from 12-lead electrograms: application in localizing the origin of Ventricular Tachycardia"
Tdgan
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6
This is the code repository of model TDGAN. Paper: Facial Expression Recognition with Two-branch Disentangled Generative Adversarial Network.
Neurips2019 Disentanglement Challenge
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6
Dpath_gae
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5
Disentangled representation learning model for digital pathology data as a custom similarity metric for deformable image registration.
Infogan Pytorch
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5
🎨 A PyTorch implementation of InfoGAN.
1-57 of 57 search results
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