25 results found Sort:

WisconsinAIVision
MixNMatch WisconsinAIVision
190
978
unknown
56
Pytorch implementation of MixNMatch
gans pytorch fine-grained deep-learning image-generation image-manipulation disentangled-representations
Created 2019-11-26
57 commits to master branch, last one 3 years ago
YannDubs
disentangling-vae YannDubs
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
matthewvowels1
Awesome-VAEs matthewvowels1
77
759
unknown
32
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
auspicious3000
SpeechSplit auspicious3000
92
622
mit
23
Unsupervised Speech Decomposition Via Triple Information Bottleneck
voice-conversion unsupervised-learning disentangled-representations
Created 2020-06-24
11 commits to master branch, last one 2 years ago
imlixinyang
HiSD imlixinyang
51
384
other
7
Official pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR2021 Oral).
gan image-to-image-translation disentangled-representations
Created 2021-03-02
43 commits to main branch, last one about a year ago
kkanshul
finegan kkanshul
43
277
bsd-2-clause
15
FineGAN: Unsupervised Hierarchical Disentanglement for Fine-grained Object Generation and Discovery
gans pytorch fine-grained deep-learning computer-vision image-generation image-manipulation disentangled-representations generative-adversarial-network
Created 2018-11-27
31 commits to master branch, last one 3 years ago
auspicious3000
AutoPST auspicious3000
34
251
mit
5
Global Rhythm Style Transfer Without Text Transcriptions
speech-synthesis voice-conversion disentangled-representations
Created 2021-06-10
7 commits to main branch, last one about a year ago
VQAssessment
DOVER VQAssessment
23
222
mit
3
[ICCV 2023, Official Code] for paper "Exploring Video Quality Assessment on User Generated Contents from Aesthetic and Technical Perspectives". Official Weights and Demos provided.
aesthetic-assessment technical-assessment video-quality-assessment disentangled-representations blind-video-quality-assessment
Created 2022-11-09
75 commits to master branch, last one 6 months ago
rozumden
DeFMO rozumden
24
169
mit
4
[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
dataset cvpr2021 deblurring motion-blur deep-learning fast-moving-objects semi-supervised-learning temporal-super-resolution disentangled-representations synthetic-dataset-generation
Created 2021-02-06
52 commits to master branch, last one 2 years ago
xrenaa
DisCo xrenaa
9
132
unknown
11
[ICLR2022] Code for "Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View"
gan gans pytorch deep-learning generative-model unsupervised-learning pytorch-implementation disentangled-representations generative-adversarial-network
Created 2021-02-19
40 commits to main branch, last one 2 years ago
biggytruck
SpeechSplit2 biggytruck
15
122
unknown
2
Official implementation of SpeechSplit2
voice-conversion unsupervised-learning speech-disentanglement disentangled-representations
Created 2022-02-10
8 commits to main branch, last one about a year ago
nmichlo
disent nmichlo
19
117
mit
4
🧶 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
zfountas
deep-active-inference-mc zfountas
12
74
gpl-3.0
4
Deep active inference agents using Monte-Carlo methods
dsprites animal-ai active-inference cognitive-science monte-carlo-methods variational-inference cognitive-architectures machine-learning-models monte-carlo-tree-search variational-autoencoders disentangled-representations model-based-reinforcement-learning
Created 2020-06-03
22 commits to master branch, last one 2 years ago
h3lio5
linguistic-style-transfer-pytorch h3lio5
21
68
unknown
3
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
MehdiZouitine
Learning-Disentangled-Representations-via-Mutual-Information-Estimation MehdiZouitine
8
68
mit
2
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
tsinghua-fib-lab
CLSR tsinghua-fib-lab
18
67
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
Sirui-Xu
STARS Sirui-Xu
4
61
mit
4
[ECCV 2022 oral] Official PyTorch implementation of the paper "Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors"
pytorch eccv2022 deep-learning generative-model motion-prediction motion-forecasting graph-neural-networks human-motion-prediction disentangled-representations
Created 2022-04-02
48 commits to main branch, last one about a year ago
Alfo5123
Variational-Sparse-Coding Alfo5123
5
56
mit
6
Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge
iclr pytorch sparse-coding reproducible-research unsupervised-learning variational-autoencoder disentangled-representations
Created 2018-10-26
86 commits to master branch, last one 4 years ago
vios-s
disentanglement_tutorial vios-s
8
55
unknown
3
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
M-Nauta
PIPNet M-Nauta
16
54
unknown
2
PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)
xai pytorch concepts cvpr2023 prototypes transparency explainable-ai part-prototypes interpretable-ml image-classification prototypical-learning interpretable-deep-learning disentangled-representations interpretable-machine-learning explainable-artificial-intelligence
Created 2023-03-24
15 commits to main branch, last one 3 months ago
xrenaa
Retriever xrenaa
2
53
unknown
18
[ICLR2022] Code for "Retriever: Learning Content-Style Representation as a Token-Level Bipartite Graph"
deep-learning style-transfer generative-model voice-conversion co-part-segmentation unsupervised-learning disentangled-representations content-style-disentanglement
Created 2022-02-15
15 commits to main branch, last one about a year ago
dmitrykazhdan
concept-based-xai dmitrykazhdan
5
49
mit
7
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
HKUDS
DCCF HKUDS
5
47
unknown
4
[SIGIR'2023] "DCCF: Disentangled Contrastive Collaborative Filtering"
recommender-system contrastive-learning graph-neural-networks collaborative-filtering self-supervised-learning disentangled-representations
Created 2023-04-23
16 commits to main branch, last one 2 months ago
ParitoshParmar
Fitness-AQA ParitoshParmar
24
41
other
7
Fitness Action Quality Assessment or your AI-Fitness Coach [ECCV 2022]
gym fitness fitness-app exercise-app fitness-dataset fitness-tracker pose-estimation domain-knowledge action-recognition video-understanding action-understanding motion-disentangling exercise-pose-analysis representation-learning self-supervised-learning action-quality-assessment pose-contrastive-learning fine-grained-classification disentangled-representations pose-appearance-disentangling
Created 2022-03-01
40 commits to main branch, last one about a year ago
uclanlp
synpg uclanlp
13
38
mit
8
Code for our EACL-2021 paper "Generating Syntactically Controlled Paraphrases without Using Annotated Parallel Pairs".
paraphrase-generation disentangled-representations
Created 2021-01-14
13 commits to master branch, last one 2 years ago