LirongWu/awesome-graph-self-supervised-learning

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

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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

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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: 1.65 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 2 - Forks: 0

kangchengX/SelfPretrain-SegFinetune Fork of HanchengZuo/Self-supervised_pretraining_for_segmentation

Pre-text pre-training -> image segmentaion pipelines. Utilize contrastive learning and ViT as Encoder. Studied the effects of dataset sizes, dataset similarity and effects of fine-tuning.

Language: Jupyter Notebook - Size: 44.3 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

saminheydarian/DeepLearning_Course_2021

Deep Learning Course | Home Works | Spring 2021 | Dr. MohammadReza Mohammadi

Language: Jupyter Notebook - Size: 104 MB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

idsia-robotics/leds-as-pretext

Language: Python - Size: 62.4 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years 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 at: almost 2 years ago - Pushed at: almost 2 years 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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 20 - Forks: 4

dtmlinh/QuickDraw-Unsupervised-ML

Comparison of Feature Extraction Methods on Free-hand Sketches

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zhangyifei01/Unsupervised-Visual-Representation-Learning

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

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ToshiHayashi/OCITN

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

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zhangyifei01/Self-supervised-Video-Representation-Learning

Overview of self-supervised video representation learning methods.

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