GitHub topics: disentangled-representations

Repositories

EmilienDupont/infogan

Keras implementation of InfoGAN (work in progress)

Language: Python - Size: 5.86 KB - Last synced at: over 2 years ago - Pushed at: over 8 years ago - Stars: 12 - Forks: 4

lukaszbinden/learning-object-representations-by-mixing-scenes

Learning Object Representations by Mixing Scenes, MSc thesis, University of Bern, Switzerland

Language: Python - Size: 8.3 MB - Last synced at: 7 months ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

kozistr/improved-ContentDisentanglement

PyTorch implementation of "Emerging Disentanglement in Auto-Encoder Based Unsupervised Image Content Transfer" - tuned version

Language: Python - Size: 43.8 MB - Last synced at: 3 months ago - Pushed at: about 6 years ago - Stars: 4 - Forks: 0

Prasanna1991/MMD_VAE

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"

Language: Python - Size: 10.7 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 9 - Forks: 1

clear-nus/correlated-ellipses

Correlated Ellipses dataset for measuring disentanglement when the factors of variation are correlated. See our paper "Hyperprior Induced Unsupervised Disentanglement of Latent Representations" (AAAI 2019)

Language: Jupyter Notebook - Size: 14.5 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

deepak0004/Disentangling_Factors

Language: Python - Size: 13.8 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 1

imatge-upc/DisNet-2018-tfm Fork of carlosargal/DisNet-2018-tfm

Video Understanding through the Disentanglement of Appearance and Motion

Language: Python - Size: 83 KB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

Related Keywords

disentangled-representations 107 deep-learning 33 vae 23 disentanglement 22 pytorch 21 unsupervised-learning 19 variational-autoencoder 17 representation-learning 14 generative-adversarial-network 12 gan 12 generative-model 11 beta-vae 8 gans 8 machine-learning 7 tensorflow 7 dsprites 7 semi-supervised-learning 6 deep-neural-networks 6 contrastive-learning 5 graph-neural-networks 5 voice-conversion 5 style-transfer 5 celeba 5 recommender-system 4 self-supervised-learning 4 variational-inference 4 factor-vae 4 image-generation 4 mnist 4 medical-imaging 4 latent-representations 3 collaborative-filtering 3 python 3 xai 3 computer-vision 3 content-style-disentanglement 3 autoencoders 3 vae-pytorch 3 generative-models 3 chairs-dataset 3 beta-tcvae 3 image-manipulation 3 speech-synthesis 2 content-style 2 explainable-ai 2 neural-network 2 domain-shift 2 variational-autoencoders 2 awesome-list 2 contrastive-loss 2 causality 2 generator 2 factorvae 2 adversarial-learning 2 3d-reconstruction 2 paper 2 representation 2 reproducible-research 2 clustering 2 image-to-image-translation 2 recommendation 2 deblurring 2 semantic-segmentation 2 dataset 2 image-translation 2 fine-grained 2 concept 2 concepts 2 metric-learning 2 interpretability 2 metrics 2 image-reconstruction 2 transfer-learning 2 autoencoder 2 fashion-mnist 2 disentanglement-learning 2 infogan 2 natural-language-processing 2 miccai 2 dynamic-graphs 1 adversarial-networks 1 amodal-perception 1 neurips-2019 1 sap 1 fourier-methods 1 model-selection 1 model-centrality 1 mig 1 infogan-cr 1 factorvae-metric 1 disentangled 1 dynamic 1 distribution-shift 1 som 1 digital-pathology-data 1 casia-dataset 1 visual-attributes 1 context-vectors 1 center-loss 1 tensorflow-experiments 1