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

0 "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

1,725 stars
166 forks
440 projects

Last updated: 20 May 2026

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

1,435 stars
165 forks
76 projects

Last updated: 19 May 2026

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

1,310 stars
125 forks
87 projects

Last updated: 29 May 2026

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

1,108 stars
188 forks
43 projects

Last updated: 29 May 2026

Awesome-Deep-Graph-Clustering

[IEEE T-KDE 2026] 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

1,011 stars
154 forks
242 projects

Last updated: 07 Jun 2026

Awesome-Self-Supervised-Papers

Paper bank for Self-Supervised Learning

awesome cvpr2020 self-supervised self-supervised-learning sota

587 stars
57 forks
127 projects

Last updated: 13 May 2026

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

537 stars
58 forks
242 projects

Last updated: 13 Apr 2026

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

510 stars
24 forks
71 projects

Last updated: 24 Apr 2026

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

391 stars
44 forks
67 projects

Last updated: 16 Mar 2026

awesome-forgetting-in-deep-learning

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.

beneficial-forgetting catastrophic-forgetting continual-learning coreset-selection data-free-knolwedge-distillation deep-learning domain-adaptation federated-learning forgetting generative-model

362 stars
17 forks
752 projects

Last updated: 19 May 2026

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

353 stars
19 forks
485 projects

Last updated: 08 May 2026

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

293 stars
38 forks
184 projects

Last updated: 25 May 2026

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

278 stars
8 forks
195 projects

Last updated: 09 May 2026

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

256 stars
29 forks
261 projects

Last updated: 19 May 2026

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

212 stars
13 forks
62 projects

Last updated: 13 Apr 2026

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

199 stars
15 forks
242 projects

Last updated: 07 May 2026

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

170 stars
5 forks
366 projects

Last updated: 14 Apr 2026

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

169 stars
11 forks
483 projects

Last updated: 23 Apr 2026

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

160 stars
16 forks
75 projects

Last updated: 30 Apr 2026

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

127 stars
14 forks
156 projects

Last updated: 12 May 2026

awesome-sslrec-papers

[ACM CSUR] "A Comprehensive Survey of Self-Supervised Learning for Recommendation"

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

122 stars
7 forks
177 projects

Last updated: 23 May 2026

awesome-continual-self-supervised-learning

List of papers that combine self-supervision and continual learning

continual-learning self-supervised-learning

80 stars
2 forks
44 projects

Last updated: 04 Mar 2026

awesome-self-supervised-learning

Curated List of papers on Self-Supervised Representation Learning

awesome-list awesome-lists self-supervised-learning

18 stars
1 forks
68 projects

Last updated: 10 Mar 2026

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

12 stars
0 forks
40 projects

Last updated: 13 Feb 2026

awesome-loss-functions

📚 350+ loss functions across 25+ AI subdomains — classification, GANs, diffusion, LLM alignment, RL, contrastive learning, audio, video, time series, and more. Chronologically ordered with paper links, math formulas, and implementations.

awesome awesome-list computer-vision contrastive-learning deep-learning diffusion-models gan generative-models knowledge-distillation llm-alignment

3 stars
0 forks
341 projects

Last updated: 14 Mar 2026

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pentesting 27 windows 27 best-practices 27 object-detection 27 tensorflow 27 slam 27 saas 27 microsoft 27 links 27 music 27 csharp 27 angular 26 serverless 26 self-supervised-learning 26 library 26 reverse-engineering 26 pytorch 26 data-analysis 26 osint 25 infosec 25 django 25 jobs 25 prompts 25 git 25 knowledge-graph 25 data-mining 25 sql 25 3d 25 coding 25 embedded 24 awsome-list 24 anthropic 24 kotlin 24 chatbot 24 nextjs 24 mathematics 24 time-series 24 learning-resources 24 markdown 24 computer-graphics 24 neural-networks 24 visualization 23 programming-language 23 game-engine 23 roadmap 23 c 23 autonomous-driving 23 unity 23 image-generation 23 interview 23 segmentation 23 ui 23 open-data 23 blog 23 software-development 23 engineering 23 chinese 23 seo 22 monitoring 22 awesomeness 22 python3 22 apple 22 deeplearning 22 skills 22 foundation-models 22 networking 22 startup 22 statistics 22 startups 22 ai-agent 22 audio 22 openclaw 22 free-tutorials 21 finance 21 blogs 21 website 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edge-computing 13 wordpress 13 unicorns 13 automl 13 model-compression 13 sre 13 webdevelopment 13 claude-skills 13 copilot 13 cyber-security 13 postgresql 13 mobile-development 13 solana 13 sysadmin 13 interview-questions 13 pwa 13 transfer-learning 13 planning 13 developer 13 microservice 13 minecraft 13 uav 13 quantum-computing 13 multi-agent 13 svelte 13 infrastructure 13 yolo 13 frameworks 13 mllm 13 objective-c 13 storage 13 gan 13 bug-bounty 13 utilities 13 search 13 dapp 13 ecommerce 13 cicd 13 continual-learning 13 workflow 13 rl 13 semantic-segmentation 13 programming-languages 13 3d-graphics 12 guide 12 graphics-programming 12 ai-art 12 vector-database 12 cross-platform 12 privacy-tools 12 ui-design 12 creative-coding 12 question-answering 12 vision-and-language 12 es6 12 email 12 infrastructure-as-code 12 cuda 12 search-engine 12 observability 12 rails 12 threat-intelligence 12 static-analysis 12 ux 12 fuzzing 12 elasticsearch 12 image 12 article 12 authentication 12 time-series-analysis 12 software-architecture 12 static-site-generator 12 application 12 chain-of-thought 12 ai-coding 12 datascience 12 ctf 12 webapp 12 web-design 12 speech-to-text 12 free-software 11 movies 11 reading-list 11 packages 11 course 11 incident-response 11 llm-agents 11 hosting 11 gpu 11 unsupervised-learning 11 elixir 11 students 11 unity3d 11 anime 11 neuroscience 11 simulation 11 healthcare 11 lua 11 math 11 open-science 11 knowledge-base 11 leadership 11 drone 11 swift-library 11 climate-change 11 compliance 11 point-cloud 11 cv 11 embedded-systems 11 font 11 geospatial 11 3d-reconstruction 11 machine-learning-algorithms 11 hacktoberfest2020 11 book 11 vr 11 webpack 11 test-automation 11 writing 11 few-shot-learning 11 evaluation 11 trading 11 arduino 11 in-context-learning 11 podcasts 11 cvpr 11 fpga 11 ros2 11 adversarial-attacks 10 blockchain-technology 10 data-analytics 10