A curated list of awesome self-supervised methods

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

A comprehensive list of awesome contrastive self-supervised learning papers.

A curated list for awesome self-supervised learning for graphs.

A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).

[T-PAMI] A curated list of self-supervised multimodal learning resources.

A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)

A curated list of awesome self-supervised learning methods in videos

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

List of papers that combine self-supervision and continual learning

A curated list of awesome graph & self-supervised-learning-based recommendation.

Awesome Self-supervised papers in CV, NLP, Graph, Recommendation, ML and so on.

Curated List of papers on Self-Supervised Representation Learning

List of reference,algorithms, applications in SSL in RS (contribution are welcome)

A curated list of Heterophilous Graph Self-Supervised Learning papers.

awesome video representation learning

A comprehensive list of awesome self-supervised speech representation learning papers.

Awesome Self-Supervised Vision Learning

Paper list for anyone who are interested in self-supervised learning on 3D point cloud.

awesome video-based self-supervised learning methods in recently years

Collect related works about self-supervised video representation learning

A curated list of awesome masked autoencoder in self-supervised learning

Overview of self-supervised learning of tiny models, including distillation-based methods (aks. self-supervised distillation) and non-distillation methods.

paperlist for self-supervised learning, classified by method

A curated list of awesome 3D self-supervised methods

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A Systematic Review on Self-Supervised Learning for Audio Signal: Taxonomy, Applications and Future Trends

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Awesome Self-Supervised Learning