An open API service indexing awesome lists of open source software.

"self-supervised-learning" Awesome Lists

awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

deep-learning graph-mining graph-neural-networks graph-self-supervised-learning machine-learning pre-training pretraining self-supervised-learning

1,687 stars
160 forks
440 projects

Last updated: 29 Sep 2025

awesome-graph-self-supervised-learning

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

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

1,406 stars
167 forks
76 projects

Last updated: 30 Apr 2025

awesome-contrastive-self-supervised-learning

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

deep-learning hacktoberfest-accepted representation-learning self-supervised-learning transfer-learning unsupervised-learning

1,289 stars
128 forks
87 projects

Last updated: 15 Sep 2025

openstl

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

artificial-intelligence attention-mechanism awesome-list awesome-lists benchmark computer-vision deep-learning mlp predictive-learning pytorch

998 stars
169 forks
43 projects

Last updated: 14 Oct 2025

Awesome-Deep-Graph-Clustering

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

clustering data-mining data-mining-algorithms deep-clustering deep-learning gcn graph-convolutional-networks graph-embedding graph-neural-networks graphclustering

946 stars
147 forks
207 projects

Last updated: 14 Sep 2025

Awesome-Self-Supervised-Papers

Paper bank for Self-Supervised Learning

awesome cvpr2020 self-supervised self-supervised-learning sota

581 stars
59 forks
127 projects

Last updated: 03 Sep 2025

awesome-pretrain-on-molecules

[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models

awesome chemical-language-models computational-chemistry drug-discovery drug-discovery-and-development finetuning gnns graph-representation-learning molecular-representation-learning molecule

531 stars
59 forks
242 projects

Last updated: 14 Aug 2025

awesome-state-of-depth-completion

Current state of supervised and unsupervised depth completion methods

3d-reconstruction 3d-vision awesome benchmark computer-vision depth-completion kitti machine-learning self-supervised-learning supervised-learning

487 stars
24 forks
71 projects

Last updated: 22 Sep 2025

awesome-self-supervised-learning-for-graphs

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

contrastive-learning deep-learning graph-representation-learning machine-learning self-supervised-learning

387 stars
44 forks
67 projects

Last updated: 03 Sep 2025

Awesome-MIM

[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)

awesome-list awesome-mim bert computer-vision deep-learning generative-models gpt mae masked-autoencoder masked-image-modeling

343 stars
17 forks
485 projects

Last updated: 25 Aug 2025

awesome-self-supervised-multimodal-learning

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

awesome-list machine-learning multimodal-learning self-supervised-learning

263 stars
8 forks
195 projects

Last updated: 30 Jul 2025

Awesome-Foundation-Models-for-Weather-and-Climate

A comprehesive survey about foundation models for weather and cliamte data understanding.

ai4earth ai4science climate climate-change dataset deep-learning foundation-models large-language-models largemodel machine-learning

252 stars
34 forks
184 projects

Last updated: 09 Sep 2025

Awesome-Vision-Transformer-Collection

Variants of Vision Transformer and its downstream tasks

awesome backbone computer-vision deep-learning detection explainable-ai generative-model lidar-point-cloud pose-estimation segmentation

244 stars
29 forks
261 projects

Last updated: 18 Aug 2025

awesome-self-supervised-learning-for-tabular-data

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

artificial-intelligence deep-learning machine-learning self-supervised-learning tabular-data

197 stars
13 forks
51 projects

Last updated: 15 Sep 2025

Awesome-Mixup

[Survey] Awesome List of Mixup Augmentation and Beyond (https://arxiv.org/abs/2409.05202)

awesome-list awesome-mixup computer-vision data-augmentation deep-learning graph image-classification mixup natural-language-processing self-supervised-learning

157 stars
11 forks
483 projects

Last updated: 13 Oct 2025

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

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

157 stars
15 forks
75 projects

Last updated: 11 Aug 2025

awesome-video-self-supervised-learning

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

artificial-intelligence awesome-list computer-vision deep-learning machine-learning representation-learning self-supervised-learning video video-analysis

151 stars
4 forks
359 projects

Last updated: 02 Sep 2025

awesome-artificial-intelligence-research

A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.

artificial-intelligence automl awesome-list computer-vision deep-learning detection domain-adaptation generative-adversarial-network graph-neural-networks incremental-learning

128 stars
14 forks
92 projects

Last updated: 03 Sep 2025

awesome-sslrec-papers

A Comprehensive Survey of Self-Supervised Learning for Recommendation

contrastive-learning graph-neural-networks recommendation recommender-systems self-supervised-learning

119 stars
6 forks
177 projects

Last updated: 11 Sep 2025

awesome-foundation-models-on-graphs

A collection of graph foundation models including papers, codes, and datasets.

data-augmentation deep-learning few-shot-learning foundation-models graph-classification graph-foundation-model graph-neural-networks graph-representation-learning knowlege-graph link-prediction

115 stars
10 forks
242 projects

Last updated: 12 Oct 2025

awesome-continual-self-supervised-learning

List of papers that combine self-supervision and continual learning

continual-learning self-supervised-learning

68 stars
2 forks
44 projects

Last updated: 06 Aug 2025

awesome-self-supervised-learning

Curated List of papers on Self-Supervised Representation Learning

awesome-list awesome-lists self-supervised-learning

14 stars
1 forks
68 projects

Last updated: 22 Sep 2025

awesome-self-supervised-speech-representation-learning

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

awesome awesome-list deep-learning fairseq machine-learning representation-learning self-supervised-learning speech-processing

11 stars
0 forks
40 projects

Last updated: 12 Aug 2025

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penetration-testing 24 git 24 pytorch 24 unity 23 cryptography 23 serverless 23 hacktoberfest-accepted 23 library 23 engineering 23 awsome-list 23 embedded 23 coding 23 markdown 23 r 23 ui 22 roadmap 22 self-hosted 22 neural-networks 22 mobile 22 data-analysis 22 ai-agents 22 mathematics 22 infosec 22 best-practices 22 gpt-4 22 python3 22 game-engine 22 blog 21 segmentation 21 free-tutorials 21 interview 21 sql 21 prompt-engineering 21 apple 21 visualization 21 awesomeness 21 gpt-3 21 knowledge-graph 21 cli 21 startups 21 audio 21 kotlin 21 opendata 21 3d 20 mlops 20 cloud-computing 20 federated-learning 20 blogs 20 apps 20 chinese 20 programming-language 20 azure 20 deeplearning 20 c 20 learning-resources 20 guidelines 20 website 20 jobs 20 youtube 20 autonomous-driving 20 data-mining 20 awsome 20 statistics 19 raspberry-pi 19 graph 19 marketing 19 time-series 19 agents 19 chatbot 19 js 19 reasoning 19 foundation-models 19 saas 19 front-end 18 nextjs 18 llama 18 curated 18 startup 18 ai-tools 18 representation-learning 18 bash 18 graphql 18 machinelearning 18 reverse-engineering 18 bugbounty 18 knowledge 17 algorithm 17 cloud-native 17 software-development 17 generative-art 17 optimization 17 code 17 backend 17 containers 17 language 17 transformers 17 decentralized 17 aigc 17 stable-diffusion 17 cheatsheet 17 image-processing 17 analytics 16 cms 16 networking 16 nerf 16 articles 16 data-structures 16 webgl 16 microservices 16 big-data 16 seo 16 bert 16 pentest 15 monitoring 15 resource 15 dart 15 open-data 15 detection 15 icons 15 autonomous-vehicles 15 animation 15 technology 15 readme 15 graphics 15 ros 15 mac 14 code-generation 14 node 14 p2p 14 distributed-systems 14 recommender-system 14 terminal 14 mysql 14 prompt 14 react-components 14 telegram 14 language-model 14 videos 14 oss 14 large-language-model 14 performance 14 vuejs 14 webassembly 14 selfhosted 14 art 14 data-engineering 14 diffusion 14 unicorns 14 android-development 14 android-library 14 finance 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question-answering 11 design-systems 11 ui-design 11 threat-intelligence 11 ctf 11 developer 11 ux 11 point-cloud 11 haskell 11 free-software 11 programming-languages 11 vibe-coding 11 article 11 cuda 11 unity3d 11 climate-change 11 hosting 11 benchmark 11 sysadmin 11 open-science 11 hacktoberfest2020 11 mllm 11 infrastructure-as-code 11 ecommerce 11 planning 11 automl 11 few-shot-learning 11 book 11 vision-and-language 11 front-end-development 11 3d-graphics 11 yolo 11 google 11 cvpr 11 course 11 webpack 11 creative-coding 11 databases 11 application 11 objective-c 11 beginner-friendly 11 rl 11 rest-api 11 semantic-web 10 templates 10 datascience 10 interpretability 10 solana 10 hacking-tools 10 movies 10 explainable-ai 10 network 10 bot 10 chatgpt-api 10 speech-processing 10 cv 10 ansible 10 cyber-security 10 workflow 10 golang-library 10 android-application 10 fpga 10 vision-language-model 10 3d-reconstruction 10 ide 10 gpts 10 medical-imaging 10 utilities 10 deepseek-r1 10 augmented-reality 10 in-context-learning 10 docs 10 vr 10 text-mining 10 operating-system 10 geospatial 10 bookmarks 10 unsupervised-learning 10 arduino 10 management 10 neuroscience 10 time-series-analysis 10 bug-bounty 10 malware 10 hacktoberfest2021 10 functional-programming 10 students 10 model-compression 10 machine-learning-algorithms 10 claude 10 langchain 10 reading-list 10 webdesign 10 authentication 10 podcasts 10 system-design 10 flutter-apps 10 android-app 10 writing 10 social-network 10 semantic-segmentation 10 sentiment-analysis 9 infrastructure 9 json 9 jupyter-notebook 9 politics 9 data-analytics 9 webdev 9 edge-computing 9 trading 9 fairness 9 tool 9 reference 9 exploit 9 prompts 9 drones 9 material-design 9 best-of 9 anime 9 knowledge-base 9 python-library 9 microservices-architecture 9 compiler 9 leadership 9 blockchain-technology 9 flask 9 indonesia 9 erlang 9 software-architecture 9 math 9 lua 9