Search Results - RepositoryStats

145

771

other

15

Experiments for understanding disentanglement in VAE latent representations

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

Created 2019-01-30

270 commits to master branch, last one about a year ago

Awesome-VAEs matthewvowels1

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759

unknown

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

vae awesome-list deep-learning disentanglement generative-model variational-bayes unsupervised-learning variational-inference representation-learning variational-autoencoder variational-auto-encoder disentangled-representations

Created 2019-08-12

57 commits to master branch, last one 3 years ago

dsprites-dataset google-deepmind

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469

apache-2.0

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Dataset to assess the disentanglement properties of unsupervised learning methods

vae dataset beta-vae dsprites disentanglement

Created 2017-05-09

3 commits to master branch, last one 7 years ago

tlgan harskish

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175

other

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Time-Lapse Disentanglement With Conditional GANs [SIGGRAPH 2022]

timelapse time-lapse disentanglement generative-adversarial-network

Created 2020-11-18

7 commits to master branch, last one about a year ago

disent nmichlo

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117

mit

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🧶 Modular VAE disentanglement framework for python built with PyTorch Lightning ▸ Including metrics and datasets ▸ With strongly supervised, weakly supervised and unsupervised methods ▸ Easily config...

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

Created 2020-04-16

1,533 commits to main branch, last one about a year ago

chemCPA theislab

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88

mit

5

Code for "Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution", NeurIPS 2022.

genomics single-cell perturbation drug-discovery disentanglement transfer-learning

Created 2021-07-06

175 commits to main branch, last one 7 months ago

HiCMD bismex

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unknown

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[CVPR2020] Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification

cvpr reid re-id regdb cvpr2020 person-reid regdb-dataset sysu-features disentanglement sysu-evaluation person-reidentification representation-learning person-re-identification cross-modality-re-identification

Created 2019-11-22

51 commits to master branch, last one 3 years ago

linguistic-style-transfer-pytorch h3lio5

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68

unknown

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

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

Created 2019-12-25

269 commits to master branch, last one 4 years ago

Learning-Disentangled-Representations-via-Mutual-Information-Estimation MehdiZouitine

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68

mit

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Pytorch implementation of Learning Disentangled Representations via Mutual Information Estimation (ECCV 2020)

gan pytorch deep-learning disentanglement mutual-information representation-learning disentangled-representations generative-adversarial-network

Created 2021-07-18

33 commits to master branch, last one 2 years ago

CLSR tsinghua-fib-lab

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mit

0

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

recommendation disentanglement recommender-system contrastive-learning disentangled-representations

Created 2022-01-18

9 commits to main branch, last one about a year ago

OroJaR csyxwei

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67

bsd-2-clause

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Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation (ICCV 2021)

iccv2021 disentanglement

Created 2021-07-24

19 commits to master branch, last one 2 years ago

disentanglement_tutorial vios-s

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unknown

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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.

disentanglement computer-vision-application medical-imaging-application disentangled-representations content-style-disentanglement

Created 2021-07-30

49 commits to main branch, last one about a year ago

irc-disentanglement jkkummerfeld

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other

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Dataset and model for disentangling chat on IRC

irc nlp dynet dialog dataset dialogue neural-network disentanglement natural-language-processing

Created 2018-10-13

43 commits to master branch, last one 6 months ago

concept-based-xai dmitrykazhdan

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49

mit

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Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI

vae xai concept library explainability explainable-ai disentanglement interpretability weak-supervision model-explanation concept-extraction concept-explanation weakly-supervised-learning disentangled-representations

Created 2021-04-07

62 commits to main branch, last one about a year ago

overlord avivga

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other

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Official pytorch implementation of "Scaling-up Disentanglement for Image Translation", ICCV 2021.

iccv pytorch stylegan stylegan2 disentanglement generative-models image-translation face-manipulations image-to-image-translation

Created 2020-05-14

136 commits to main branch, last one 2 years ago

spin vectominist

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37

mit

1

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

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

Created 2023-05-17

5 commits to main branch, last one about a year ago