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"few-shot-learning" Awesome Lists

awesome-domain-adaptation

A collection of AWESOME things about domian adaptation

adversarial-learning awesome-list domain-adaptation few-shot-learning image-translation optimal-transport paper transfer-learning zero-shot-learning

5,264 stars
882 forks
790 projects

Last updated: 27 Apr 2025

Awesome-Prompt-Engineering

This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc

chatgpt chatgpt-api deep-learning few-shot-learning gpt gpt-3 machine-learning openai prompt prompt-based-learning

4,518 stars
425 forks
147 projects

Last updated: 28 May 2025

Awesome-Meta-Learning

A curated list of Meta Learning papers, code, books, blogs, videos, datasets and other resources.

deep-meta-learning few-shot-learning meta-reinforcement metalearning one-shot-learning zero-shot-learning

1,532 stars
298 forks
95 projects

Last updated: 20 Apr 2025

Awesome_Prompting_Papers_in_Computer_Vision

A curated list of prompt-based paper in computer vision and vision-language learning.

adapter few-shot-learning parameter-efficient-tuning prompt-learning prompt-tuning visual-prompt zero-shot-learning

919 stars
72 forks
172 projects

Last updated: 24 Apr 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: 22 Apr 2025

awesome-few-shot-gnn

An index of algorithms for few-shot learning/meta-learning on graphs

few-shot-learning graph-neural-networks meta-learning

148 stars
19 forks
58 projects

Last updated: 30 Apr 2025

awesome-few-shot-meta-learning

awesome few shot / meta learning papers

conference-paper deep-learning few-shot-learning meta-learning metric-learning one-shot-learning

53 stars
5 forks
98 projects

Last updated: 31 Mar 2025

Awesome_Few_Shot_Learning

Advances of few-shot learning, especially for NLP applications.

awesome-list few-shot-learning machine-learning natural-language-processing

30 stars
4 forks
338 projects

Last updated: 01 Jan 2025

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23 django 23 r 23 game-engine 22 osint 22 best-practices 22 cryptography 22 gpt-3 22 awsome-list 22 serverless 22 markdown 22 mobile 22 infosec 22 microsoft 22 gpt-4 22 coding 21 data-analysis 21 ui 21 self-hosted 21 kotlin 21 knowledge-graph 21 hacktoberfest-accepted 21 awesomeness 21 apple 21 python3 21 engineering 21 neural-networks 21 multimodal 21 data-mining 20 segmentation 20 youtube 20 slam 20 jobs 20 opendata 20 mathematics 20 programming-language 20 visualization 20 website 20 startups 20 apps 20 audio 20 roadmap 20 cloud-computing 20 guidelines 20 azure 19 c 19 graph 19 3d 19 raspberry-pi 19 interview 19 sql 19 chinese 19 federated-learning 19 awsome 19 prompt-engineering 19 deeplearning 19 chatbot 18 saas 18 blog 18 machinelearning 18 marketing 18 graphql 18 js 18 llama 18 front-end 18 mcp 18 time-series 18 bash 18 bugbounty 18 blogs 18 cli 18 curated 17 knowledge 17 microservices 17 statistics 17 generative-art 17 stable-diffusion 17 language 17 algorithm 17 nextjs 17 containers 17 decentralized 17 startup 17 aigc 17 representation-learning 17 learning-resources 17 mlops 17 optimization 17 foundation-models 17 code 17 webgl 16 analytics 16 articles 16 image-processing 16 cheatsheet 16 data-structures 16 bert 16 networking 16 autonomous-driving 16 resource 15 big-data 15 graphics 15 pentest 15 transformers 15 software-development 15 cloud-native 15 autonomous-vehicles 15 seo 15 nerf 15 monitoring 15 readme 15 ros 15 technology 15 reverse-engineering 15 detection 15 p2p 14 node 14 performance 14 distributed-systems 14 terminal 14 mac 14 large-language-model 14 prompt 14 multimodal-deep-learning 14 mysql 14 devsecops 14 backend 14 telegram 14 recommender-system 14 ai-agents 14 react-components 14 vuejs 14 animation 14 webassembly 14 android-development 14 android-library 14 agents 14 selfhosted 14 dart 14 icons 14 data-engineering 14 art 13 pose-estimation 13 deep-reinforcement-learning 13 speech-recognition 13 unicorns 13 podcast 13 finance 13 evm 13 guide 13 rails 13 open-data 13 generative-adversarial-network 13 reasoning 13 foss 13 plugins 13 search 13 gis 13 elasticsearch 13 remote-sensing 13 dotnet-core 13 microservice 13 laravel 13 swiftui 13 command-line 13 wasm 12 graphics-programming 12 font 12 pwa 12 anomaly-detection 12 language-model 12 dapp 12 es6 12 malware-analysis 12 leetcode 12 storage 12 fuzzing 12 frameworks 12 cms 12 svelte 12 wordpress 12 quantum-computing 12 static-analysis 12 gan 12 oss 12 search-engine 12 transfer-learning 12 ecommerce 12 discord 12 gaming 12 text-to-image 12 image 12 postgresql 12 videos 12 code-generation 11 point-cloud 11 npm 11 vscode 11 cvpr 11 bookmarks 11 question-answering 11 course 11 objective-c 11 webpack 11 unity3d 11 design-systems 11 multimodal-learning 11 automl 11 webapp 11 beginner-friendly 11 ui-design 11 front-end-development 11 vision-and-language 11 rest-api 11 programming-languages 11 3d-graphics 11 sysadmin 11 databases 11 free-software 11 hacktoberfest2020 11 creative-coding 11 deepseek 11 application 11 cuda 11 ctf 11 open-science 11 yolo 11 planning 11 network 11 sustainability 11 cross-platform 11 android-application 10 android-app 10 developer 10 indonesia 10 ansible 10 students 10 reading-list 10 solana 10 image-generation 10 webdevelopment 10 management 10 machine-learning-algorithms 10 guides 10 geospatial 10 threat-intelligence 10 hacking-tools 10 arduino 10 datascience 10 time-series-analysis 10 edge-computing 10 operating-system 10 rag 10 gpu 10 interpretability 10 bot 10 benchmark 10 interview-questions 10 gpts 10 model-compression 10 unsupervised-learning 10 fpga 10 movies 10 climate-change 10 speech-processing 10 golang-library 10 authentication 10 text-mining 10 chatgpt-api 10 haskell 10 hosting 10 hacktoberfest2021 10 semantic-web 10 docs 10 flutter-apps 10 medical-imaging 10 diffusion 10 cv 10 vr 10 writing 10 multimodal-large-language-models 9 material-design 9 utilities 9 knowledge-base 9 functional-programming 9 augmented-reality 9 ionic 9 semantic-segmentation 9 infrastructure-as-code 9 math 9 flutter-examples 9 ide 9 explainable-ai 9 mcp-server 9 shell 9 jupyter-notebook 9 reference 9 system-design 9 sentiment-analysis 9 profile 9 chrome 9 webcomponents 9 sre 9 in-context-learning 9 simulation 9 podcasts 9 video-generation 9 trading 9 quantization 9 microservices-architecture 9 bug-bounty 9 linux-desktop 9 book 9 malware 9 article 9 neuroscience 9 blockchain-technology 9 mobile-development 9 anime 9 awesome-ai 9 websites 9 fairness 9 conference 9 classification 9 python-library 9 google 9 flask 9 reddit 9 swift-library 9 few-shot-learning 9 news 9 3d-reconstruction 9 email 9 generative-model 9 arkit 9 applications 9 cyber-security 9 chain-of-thought 9 ux 9 privacy-tools 9 elixir 9 unix 9 static-site-generator 9 leadership 9 vlm 9 erlang 9 exploit 9 social-network 9