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

1,728 stars
167 forks
440 projects

Last updated: 24 Jun 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

1,436 stars
165 forks
76 projects

Last updated: 18 Jun 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

1,309 stars
125 forks
87 projects

Last updated: 02 Jun 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

1,012 stars
154 forks
242 projects

Last updated: 15 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

541 stars
57 forks
242 projects

Last updated: 04 Jul 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

513 stars
24 forks
71 projects

Last updated: 28 May 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

365 stars
17 forks
752 projects

Last updated: 30 Jun 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

354 stars
19 forks
485 projects

Last updated: 30 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

294 stars
38 forks
184 projects

Last updated: 15 Jun 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
28 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

211 stars
16 forks
242 projects

Last updated: 21 Jun 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

172 stars
6 forks
366 projects

Last updated: 06 Jun 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

131 stars
14 forks
177 projects

Last updated: 03 Jul 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

123 stars
7 forks
177 projects

Last updated: 30 Jun 2026

awesome-continual-self-supervised-learning

List of papers that combine self-supervision and continual learning

continual-learning self-supervised-learning

79 stars
2 forks
44 projects

Last updated: 28 Jun 2026

awesome-self-supervised-learning

Curated List of papers on Self-Supervised Representation Learning

awesome-list awesome-lists self-supervised-learning

20 stars
1 forks
68 projects

Last updated: 09 Jun 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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dotnet 29 architecture 29 saas 29 pentesting 29 microsoft 29 prompts 29 smart-contracts 28 mobile 28 csharp 28 openclaw 28 reverse-engineering 28 slam 27 windows 27 angular 27 science 27 object-detection 27 cryptography 27 music 27 links 27 ai-agent 27 best-practices 27 tensorflow 27 data-analysis 26 self-supervised-learning 26 pytorch 26 serverless 26 image-generation 26 osint 26 library 26 data-mining 25 django 25 foundation-models 25 kotlin 25 knowledge-graph 25 seo 25 jobs 25 learning-resources 25 coding 25 git 25 embedded 25 nextjs 25 3d 25 time-series 24 markdown 24 computer-graphics 24 sql 24 infosec 24 ui 24 devsecops 24 segmentation 24 neural-networks 24 mathematics 24 chatbot 24 awsome-list 24 audio 23 mcp-server 23 autonomous-driving 23 apple 23 unity 23 engineering 23 game-engine 23 blog 23 roadmap 23 awesomeness 23 reasoning 23 interview 23 chinese 23 website 22 video-generation 22 startups 22 c 22 python3 22 startup 22 networking 22 visualization 22 deeplearning 22 programming-language 22 federated-learning 22 cloud-computing 22 apps 21 plugins 21 graphql 21 blogs 21 decentralized 21 benchmark 21 statistics 21 gpt-3 21 r 21 finance 21 hacktoberfest-accepted 21 llama 21 monitoring 21 awsome 21 software-development 21 cursor 20 curated 20 embodied-ai 20 graph 20 opendata 20 azure 20 js 20 deepseek 20 mcp-servers 20 terminal 20 machinelearning 20 youtube 20 vibe-coding 19 gpt-4 19 text-to-image 19 optimization 19 data-structures 19 stable-diffusion 19 speech-recognition 19 big-data 19 transformers 19 raspberry-pi 19 llm-agents 19 codex 19 langchain 19 backend 19 autonomous-agents 18 prompt 18 cloud-native 18 ai-safety 18 generative-art 18 claude-skills 18 telegram 18 aigc 18 representation-learning 18 bugbounty 18 front-end 18 guidelines 18 vlm 18 swiftui 18 laravel 18 analytics 18 quantization 17 gis 17 generative-model 17 dart 17 code 17 nerf 17 autonomous-vehicles 17 webgl 17 pentest 17 cheatsheet 17 bash 17 animation 17 containers 17 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multimodal-learning 14 wasm 14 android-library 14 frameworks 14 generative-adversarial-network 14 3d-graphics 14 bug-bounty 13 webdevelopment 13 cyber-security 13 application 13 sre 13 model-compression 13 storage 13 automl 13 edge-computing 13 transfer-learning 13 uav 13 interview-questions 13 healthcare 13 ui-design 13 unicorns 13 rest-api 13 semantic-segmentation 13 observability 13 cicd 13 developer 13 sustainability 13 infrastructure 13 trading 13 workflow 13 rl 13 svelte 13 wordpress 13 ecommerce 13 microservice 13 dapp 13 pwa 13 datos-abiertos 13 ai-security 13 search 13 objective-c 13 quantum-computing 13 sysadmin 13 gan 13 mobile-development 13 ctf 13 continual-learning 13 threat-intelligence 13 open-science 13 programming-languages 13 planning 13 utilities 13 fuzzing 12 ai-art 12 graphics-programming 12 vision-and-language 12 speech-to-text 12 guide 12 authentication 12 cross-platform 12 search-engine 12 email 12 infrastructure-as-code 12 web-design 12 cuda 12 compliance 12 elasticsearch 12 gpu 12 static-site-generator 12 article 12 leadership 12 simulation 12 privacy-tools 12 neuroscience 12 ros2 12 chain-of-thought 12 rails 12 static-analysis 12 ux 12 geospatial 12 text-to-video 12 free-software 12 postgresql 12 software-architecture 12 minecraft 12 es6 12 webapp 12 question-answering 12 machine-learning-algorithms 12 vector-database 12 time-series-analysis 12 xai 12 creative-coding 12 image 12 multi-agent-systems 11 datascience 11 arduino 11 test-automation 11 flutter-apps 11 qwen 11 font 11 packages 11 management 11 cvpr 11 lua 11 apis 11 hacking-tools 11 llm-security 11 design-systems 11 course 11 swift-library 11 3d-reconstruction 11 python-library 11 incident-response 11 elixir 11 students 11 reading-list 11 indonesia 11 writing 11 climate-change 11 hacktoberfest2020 11 webpack 11 anime 11 few-shot-learning 11 drone 11 free-tutorials 11 in-context-learning 11