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"data-augmentation" Awesome Lists

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-Knowledge-Distillation-of-LLMs

This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.

alignment compression data-augmentation data-synthesis feedback instruction-following kd knowledge-distillation large-language-model llm

1,122 stars
67 forks
347 projects

Last updated: 04 Aug 2025

Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

cross-domain-learning data-augmentation event-arguments event-detection event-extraction few-shot-learning in-context-learning information-extraction knowledge-graph-construction large-language-models

1,006 stars
60 forks
438 projects

Last updated: 08 Sep 2025

Awesome-Few-Shot-Image-Generation

A curated list of papers, code and resources pertaining to few-shot image generation.

data-augmentation few-shot-generation few-shot-image-generation few-shot-learning

374 stars
46 forks
42 projects

Last updated: 28 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-mixed-sample-data-augmentation

A collection of awesome things about mixed sample data augmentation

data-augmentation mixed-sample

132 stars
15 forks
61 projects

Last updated: 31 May 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

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43 dataset 43 development 43 data 42 gpt 42 developer-tools 42 github 42 cryptocurrency 41 exercises 41 security-tools 41 typescript 40 vue 39 data-visualization 39 opensource 38 gamedev 38 documentation 37 collections 36 docker 36 ml 35 database 35 generative-ai 35 software 35 research 34 aws 33 paper-list 33 reactjs 33 courses 33 iot 33 web-development 33 neural-network 33 automation 32 testing 32 framework 32 diffusion-models 31 game 31 graph-neural-networks 30 projects 30 hardware 29 video 29 ruby 29 algorithms 29 productivity 29 solidity 29 cpp 29 community 29 smart-contracts 28 libraries 28 transformer 28 games 28 architecture 28 flutter 28 dotnet 27 links 27 bioinformatics 27 tensorflow 27 agent 27 api 27 multimodal 27 windows 26 crypto 26 react-native 26 mcp 26 csharp 26 software-engineering 26 computer-graphics 25 defi 25 music 25 angular 25 osint 24 object-detection 24 slam 24 git 24 pentesting 24 penetration-testing 24 django 24 pytorch 24 science 24 microsoft 24 self-supervised-learning 24 coding 23 engineering 23 r 23 awsome-list 23 markdown 23 cryptography 23 unity 23 library 23 hacktoberfest-accepted 23 serverless 23 embedded 23 3d 22 prompt-engineering 22 self-hosted 22 neural-networks 22 infosec 22 gpt-4 22 ai-agents 22 sql 22 data-analysis 22 game-engine 22 python3 22 mobile 22 roadmap 22 mathematics 22 best-practices 22 ui 22 segmentation 21 audio 21 cli 21 awesomeness 21 knowledge-graph 21 gpt-3 21 startups 21 interview 21 blog 21 visualization 21 opendata 21 kotlin 21 free-tutorials 21 apple 21 federated-learning 20 chinese 20 blogs 20 youtube 20 data-mining 20 website 20 learning-resources 20 cloud-computing 20 awsome 20 c 20 mlops 20 deeplearning 20 programming-language 20 guidelines 20 azure 20 autonomous-driving 20 apps 20 jobs 20 graph 19 saas 19 agents 19 raspberry-pi 19 statistics 19 time-series 19 reasoning 19 foundation-models 19 js 19 marketing 19 chatbot 19 ai-tools 19 startup 18 representation-learning 18 nextjs 18 machinelearning 18 bash 18 aigc 18 curated 18 graphql 18 reverse-engineering 18 bugbounty 18 llama 18 front-end 18 algorithm 17 decentralized 17 stable-diffusion 17 code 17 language 17 software-development 17 transformers 17 cloud-native 17 image-processing 17 optimization 17 containers 17 cheatsheet 17 backend 17 generative-art 17 knowledge 17 nerf 16 bert 16 big-data 16 analytics 16 articles 16 seo 16 webgl 16 cms 16 microservices 16 networking 16 data-structures 16 detection 15 ros 15 resource 15 graphics 15 monitoring 15 animation 15 autonomous-vehicles 15 icons 15 open-data 15 readme 15 mysql 15 pentest 15 technology 15 dart 15 android-development 14 selfhosted 14 language-model 14 deepseek 14 android-library 14 mac 14 performance 14 awesome-ai 14 terminal 14 diffusion 14 distributed-systems 14 node 14 unicorns 14 prompt 14 art 14 finance 14 videos 14 vuejs 14 data-engineering 14 recommender-system 14 devsecops 14 large-language-model 14 multimodal-deep-learning 14 p2p 14 react-components 14 telegram 14 oss 14 webassembly 14 code-generation 14 foss 14 pose-estimation 13 wasm 13 webdevelopment 13 remote-sensing 13 plugins 13 transfer-learning 13 dotnet-core 13 frameworks 13 command-line 13 microservice 13 quantum-computing 13 multimodal-large-language-models 13 text-to-image 13 fuzzing 13 podcast 13 generative-adversarial-network 13 laravel 13 vscode 13 postgresql 13 speech-recognition 13 embodied-ai 13 wordpress 13 malware-analysis 13 gis 13 evm 13 search 13 agentic-ai 13 swiftui 13 deep-reinforcement-learning 13 mcp-server 12 cross-platform 12 sustainability 12 elasticsearch 12 pwa 12 es6 12 interview-questions 12 rails 12 discord 12 infrastructure-as-code 12 leetcode 12 multimodal-learning 12 static-analysis 12 rag 12 vision-and-language 12 webapp 12 video-generation 12 storage 12 generative-model 12 svelte 12 dapp 12 vlm 12 npm 12 static-site-generator 12 image-generation 12 chain-of-thought 12 anomaly-detection 12 developer 12 search-engine 12 image 12 graphics-programming 12 font 12 guide 12 gan 12 gaming 12 creative-coding 11 cuda 11 ecommerce 11 benchmark 11 programming-languages 11 few-shot-learning 11 planning 11 vibe-coding 11 ui-design 11 mllm 11 rl 11 ux 11 hosting 11 article 11 open-science 11 yolo 11 climate-change 11 automl 11 book 11 point-cloud 11 free-software 11 course 11 application 11 cvpr 11 claude 11 unity3d 11 databases 11 rest-api 11 google 11 sysadmin 11 threat-intelligence 11 design-systems 11 objective-c 11 3d-graphics 11 webpack 11 front-end-development 11 beginner-friendly 11 ctf 11 haskell 11 hacktoberfest2020 11 question-answering 11 bug-bounty 10 vr 10 solana 10 prompts 10 webdesign 10 docs 10 deepseek-r1 10 ide 10 hacktoberfest2021 10 workflow 10 in-context-learning 10 social-network 10 time-series-analysis 10 medical-imaging 10 templates 10 speech-processing 10 machine-learning-algorithms 10 flutter-apps 10 gpts 10 reading-list 10 email 10 cyber-security 10 arduino 10 system-design 10 writing 10 hacking-tools 10 interpretability 10 vision-language-model 10 operating-system 10 bookmarks 10 explainable-ai 10 authentication 10 fpga 10 unsupervised-learning 10 datascience 10 augmented-reality 10 malware 10 bot 10 management 10 android-app 10 podcasts 10 students 10 cv 10 network 10 langchain 10 ansible 10 text-mining 10 geospatial 10 chatgpt-api 10 movies 10 semantic-segmentation 10 model-compression 10 functional-programming 10 3d-reconstruction 10 golang-library 10 android-application 10 semantic-web 10 utilities 10 neuroscience 10 classification 9 exploit 9 reference 9 xai 9 mobile-development 9 data-analytics 9 redis 9 material-design 9 jupyter-notebook 9 infrastructure 9 best-of 9 leadership 9 blogging 9 reddit 9 math 9 sre 9 gpu 9 news 9 webcomponents 9 anthropic 9 linux-desktop 9 webdev 9 flask 9 software-architecture 9 quantization 9 sentiment-analysis 9 json 9 simulation 9