LirongWu/awesome-graph-self-supervised-learning

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

Size: 428 KB - Last synced: 5 days ago - Pushed: 3 months ago - Stars: 1,291 - Forks: 160

anthonyweidai/FullRot_WRMix

Official implementation of Any Region Can Be Perceived Equally and Effectively on Rotation Pretext Task Using Full Rotation and Weighted-Region Mixture

Language: Python - Size: 1.64 MB - Last synced: 20 days ago - Pushed: 21 days ago - Stars: 1 - Forks: 0

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

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

Size: 1.56 MB - Last synced: 6 days ago - Pushed: 3 months ago - Stars: 135 - Forks: 13

idsia-robotics/leds-as-pretext

Language: Python - Size: 62.4 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

emadeldeen24/eval_ssl_ssc

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

Language: Python - Size: 77.1 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 19 - Forks: 3

YangLiu9208/TCGL

[IEEE T-IP 2022] TCGL: Temporal Contrastive Graph for Self-supervised Video Representation Learning

Language: Python - Size: 805 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 20 - Forks: 4

dtmlinh/QuickDraw-Unsupervised-ML

Comparison of Feature Extraction Methods on Free-hand Sketches

Language: Jupyter Notebook - Size: 1.85 MB - Last synced: 10 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0

zhangyifei01/Unsupervised-Visual-Representation-Learning

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

Size: 715 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 24 - Forks: 2

ToshiHayashi/OCITN

One-class classification approach using error of image transformation into one image

Language: Jupyter Notebook - Size: 1.94 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 3 - Forks: 0

zhangyifei01/Self-supervised-Video-Representation-Learning

Overview of self-supervised video representation learning methods.

Size: 8.79 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0