Search Results - RepositoryStats

awesome-graph-self-supervised-learning LirongWu

166

1.4k

unknown

16

Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"

pre-training pretext-task deep-learning machine-learning data-augmentation transfer-learning graph-neural-networks unsupervised-learning representation-learning self-supervised-learning

Created 2019-05-24

45 commits to main branch, last one about a month ago

awesome-self-supervised-learning-in-medical-imaging SaeedShurrab

13

137

unknown

3

This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medical images computing field

pretext-task research-paper medical-imaging downstream-tasks knowledge-transfer contrastive-learning medical-image-dataset medical-image-processing self-supervised-learning

Created 2021-07-02

46 commits to master branch, last one about a month ago

Unsupervised-Visual-Representation-Learning zhangyifei01

5

37

unknown

4

Overview of unsupervised visual representation learning (or self-supervised learning, unsupervised pre-training) methods.

pre-training pretext-task computer-vision transfer-learning pattern-recognition contrastive-learning unsupervised-learning visual-representation representation-learning self-supervised-learning

Created 2022-06-19

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

eval_ssl_ssc emadeldeen24

5

33

mit

1

[TNSRE 2023] Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation

evaluation pretext-task deep-learning sleep-staging label-efficient contrastive-learning unsupervised-learning representation-learning self-supervised-learning sleep-stage-classification

Created 2022-10-08

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