Projects in Awesome Lists tagged with disentangled-representations
A curated list of projects in awesome lists tagged with disentangled-representations .
https://github.com/WisconsinAIVision/MixNMatch
Pytorch implementation of MixNMatch
deep-learning disentangled-representations fine-grained gans image-generation image-manipulation pytorch
Last synced: 09 May 2025
https://github.com/wisconsinaivision/mixnmatch
Pytorch implementation of MixNMatch
deep-learning disentangled-representations fine-grained gans image-generation image-manipulation pytorch
Last synced: 12 Apr 2025
https://github.com/yanndubs/disentangling-vae
Experiments for understanding disentanglement in VAE latent representations
beta-tcvae beta-vae celeba chairs-dataset deep-learning disentangled-representations disentanglement dsprites factor-vae fashion-mnist mnist pytorch representation-learning reproducible-research unsupervised-learning vae variational-autoencoder
Last synced: 12 Apr 2025
https://github.com/junyanz/von
[NeurIPS 2018] Visual Object Networks: Image Generation with Disentangled 3D Representation.
3d cyclegan disentangled-representations gans generative-adversarial-network pix2pix pytorch shape-generation
Last synced: 05 Apr 2025
https://github.com/Schlumberger/joint-vae
Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation :star2:
disentangled-representations disentanglement generative-models gumbel-softmax pytorch vae
Last synced: 07 May 2025
https://github.com/imlixinyang/HiSD
Official pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR 2021 Oral).
disentangled-representations gan image-to-image-translation
Last synced: 27 Nov 2024
https://github.com/kkanshul/finegan
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery
computer-vision deep-learning disentangled-representations fine-grained gans generative-adversarial-network image-generation image-manipulation pytorch
Last synced: 08 May 2025
https://github.com/ysymyth/3d-sdn
[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics
3d-sdn 3d-vision deep-learning disentangled-representations gans generative-adversarial-networks pytorch
Last synced: 13 Apr 2025
https://github.com/auspicious3000/AutoPST
Global Rhythm Style Transfer Without Text Transcriptions
disentangled-representations speech-synthesis voice-conversion
Last synced: 11 Apr 2025
https://github.com/rozumden/DeFMO
[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
cvpr2021 dataset deblurring deep-learning disentangled-representations fast-moving-objects motion-blur semi-supervised-learning synthetic-dataset-generation temporal-super-resolution
Last synced: 23 Apr 2025
https://github.com/xiangwang1223/disentangled_graph_collaborative_filtering
Disentagnled Graph Collaborative Filtering, SIGIR2020
collaborative-filtering disentangled-graph-neural-networks disentangled-representations distance-correlation graph-neural-networks independence-modeling neural-collaborative-filtering personalized-recommendation recommendation recommender-system sigir2020
Last synced: 14 Apr 2025
https://github.com/nmichlo/disent
🧶 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
autoencoders configurable datasets disentangled-representations disentanglement metric-learning metrics python python3 pytorch pytorch-lightning representation-learning vae
Last synced: 08 May 2025
https://github.com/honlan/dmt
Disentangled Makeup Transfer with Generative Adversarial Network
computer-vision deep-learning disentangled-representations generative-adversarial-network makeup-transfer tensorflow
Last synced: 12 Apr 2025
https://github.com/tsinghua-fib-lab/CLSR
The official implementation of "Disentangling Long and Short-Term Interests for Recommendation" (WWW '22)
contrastive-learning disentangled-representations disentanglement recommendation recommender-system
Last synced: 28 Nov 2024
https://github.com/h3lio5/linguistic-style-transfer-pytorch
Implementation of "Disentangled Representation Learning for Non-Parallel Text Style Transfer(ACL 2019)" in Pytorch
acl adversarial-learning disentangled-representations disentanglement latent-representations natural-language-generation pytorch style-transfer text-style-transfer variational-autoencoder
Last synced: 27 Nov 2024
https://sirui-xu.github.io/STARS/
[ECCV 2022 oral] Official PyTorch implementation of the paper "Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors"
deep-learning disentangled-representations eccv2022 generative-model graph-neural-networks human-motion-prediction motion-forecasting motion-prediction pytorch
Last synced: 23 Apr 2025
https://github.com/Sirui-Xu/STARS
[ECCV 2022 oral] Official PyTorch implementation of the paper "Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors"
deep-learning disentangled-representations eccv2022 generative-model graph-neural-networks human-motion-prediction motion-forecasting motion-prediction pytorch
Last synced: 23 Apr 2025
https://github.com/prinsphield/dna-gan
DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images
disentangled-representations generative-adversarial-network image-manipulation multi-attribute representation-learning
Last synced: 30 Apr 2025
https://github.com/mpatacchiola/y-ae
Official Tensorflow implementation of the paper "Y-Autoencoders: disentangling latent representations via sequential-encoding", Pattern Recognition Letters (2020)
autoencoders disentangled-representations generative-model mnist paper tensorflow y-autoencoder
Last synced: 11 Apr 2025
https://github.com/explanare/ravel
Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
causal-intervention disentangled-representations interpretability intervention probing sparse-autoencoder
Last synced: 12 Apr 2025
https://github.com/trungnt13/odin-ai
Orgainzed Digital Intelligent Network (O.D.I.N)
bayesian-methods deep-learning deep-neural-networks disentangled-representations disentanglement-learning factor-vae generative-model graph-algorithms image-processing machine-learning natural-language-processing probabilistic-graphical-models probabilistic-programming semi-supervised-learning speech-processing text-processing variational-autoencoder variational-autoencoders
Last synced: 20 Mar 2025
https://github.com/hechth/dpath_gae
Disentangled representation learning model for digital pathology data as a custom similarity metric for deformable image registration.
digital-pathology-data disentangled-representations image-analysis tensorflow-experiments
Last synced: 09 Feb 2025
https://github.com/suzuki-2001/pytorch-provlae
Pytorch Implementation of proVLAE
3dshapes beta-vae disentangled-representations disentanglement imagenet mnist pytorch vae
Last synced: 03 Dec 2024
https://github.com/kiwi0fruit/talking-regressor
It's a repo for figuring out ways how to get automatic text summaries to Auto-ML models that perform regression (get compressed and factorized latent representation). Ideally it should be even able to answer questions on properties of that model.
beta-tcvae beta-vae disentangled-representations gpt gpt-2 gpt2 language-model vae
Last synced: 05 Mar 2025
https://github.com/lukaszbinden/learning-object-representations-by-mixing-scenes
Learning Object Representations by Mixing Scenes, MSc thesis, University of Bern, Switzerland
computer-vision disentangled-representations machine-learning representation-learning tensorflow unsupervised-learning
Last synced: 31 Mar 2025
