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0 "continual-learning" Awesome Lists

awesome-diffusion-categorized

collection of diffusion model papers categorized by their subareas

continual-learning controlnet detection diffusion diffusion-model diffusion-models few-shot image-edit inpainting inversion

2,139 stars
98 forks
6,653 projects

Last updated: 06 Feb 2026

awesome-machine-unlearning

Awesome Machine Unlearning (A Survey of Machine Unlearning)

continual-learning data-deletion data-privacy data-removal deep-unlearning feature-injection federated-unlearning few-shot-unlearning forgetting gdpr

922 stars
75 forks
264 projects

Last updated: 21 Jan 2026

continual-learning-papers

Continual Learning papers list, curated by ContinualAI

awesome-list continual-learning lifelong-learning online-learning papers

686 stars
58 forks
370 projects

Last updated: 20 Jan 2026

Awesome-Model-Merging-Methods-Theories-Applications

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2025.

attack-defense continual-learning diffusion-models ensemble-learning federated-learning few-shot-learning foundation-models generalization generative-model knowledge-fusion

650 stars
36 forks
737 projects

Last updated: 24 Jan 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

347 stars
17 forks
752 projects

Last updated: 27 Jan 2026

awesome-refreshing-llms

EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.

awesome-list continual-learning knowledge-editing large-language-models llm llms natural-language-processing nlp paper pretrained-language-model

136 stars
11 forks
118 projects

Last updated: 17 Oct 2025

awesome-continual-self-supervised-learning

List of papers that combine self-supervision and continual learning

continual-learning self-supervised-learning

75 stars
2 forks
44 projects

Last updated: 18 Dec 2025

awesome-continual-leaning-with-ptms

This is a curated list of "Continual Learning with Pretrained Models" research.

adapters awesome continual-learning diffusion-models embodied-ai large-language-models mixture-of-experts parameter-efficient-tuning pretrained-models prompt-tuning

20 stars
0 forks
247 projects

Last updated: 21 Jan 2026

awesome-incremental-generative-learning

Awesome Incremental / Continual / Lifelong Generative Learning

catastrophic-forgetting continual-learning generative-model incremental-learning lifelong-machine-learning

19 stars
5 forks
62 projects

Last updated: 12 Nov 2025

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awesome-list 3,936 awesome 3,581 awesome-lists 552 machine-learning 447 list 422 deep-learning 377 resources 324 ai 259 hacktoberfest 237 python 220 lists 205 llm 200 javascript 193 security 166 programming 164 artificial-intelligence 153 blockchain 140 computer-vision 134 nlp 121 open-source 121 tools 116 large-language-models 116 data-science 111 react 107 chatgpt 102 android 92 curated-list 89 natural-language-processing 88 learning 85 linux 85 devops 81 awesome-readme 81 css 78 papers 77 awesome-resources 76 ethereum 75 ios 75 reinforcement-learning 72 cybersecurity 70 kubernetes 64 rust 64 computer-science 64 nodejs 63 robotics 61 playground 60 collection 60 design 59 game-development 59 free-resources 59 macos 57 getvm 57 free 57 openai 56 java 56 golang 55 frontend 54 tutorials 54 survey 53 privacy 53 bitcoin 52 datasets 51 tutorial 51 developer-tools 51 web 50 hacking 50 web3 49 go 49 llms 48 data 48 php 48 paper 48 education 47 cloud 47 development 45 books 45 dataset 45 swift 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microsoft 25 serverless 25 pytorch 25 self-supervised-learning 25 cli 25 django 25 sql 25 cryptography 25 slam 24 pentesting 24 computer-graphics 24 git 24 data-mining 24 mlops 24 neural-networks 24 osint 24 jobs 24 coding 24 claude 23 unity 23 ui 23 roadmap 23 embedded 23 3d 23 saas 23 learning-resources 23 game-engine 23 awsome-list 23 mathematics 23 mobile 23 best-practices 23 infosec 23 engineering 23 r 23 markdown 23 c 23 nextjs 22 blog 22 visualization 22 software-development 22 reverse-engineering 22 interview 22 startups 22 statistics 22 python3 22 programming-language 22 deeplearning 22 awesomeness 22 knowledge-graph 22 segmentation 22 hacktoberfest-accepted 21 autonomous-driving 21 gpt-3 21 free-tutorials 21 website 21 kotlin 21 audio 21 federated-learning 21 opendata 21 azure 21 apple 21 gpt-4 21 cloud-computing 21 time-series 21 front-end 20 startup 20 chatbot 20 marketing 20 apps 20 guidelines 20 blogs 20 llama 20 js 20 data-structures 20 chinese 20 awsome 20 foundation-models 20 graph 20 machinelearning 20 bugbounty 19 reasoning 19 big-data 19 youtube 19 raspberry-pi 19 transformers 19 gemini 19 decentralized 19 curated 19 code 18 optimization 18 image-generation 18 finance 18 graphql 18 agentic-ai 18 monitoring 18 representation-learning 18 aigc 18 networking 18 bash 18 prompt 18 backend 18 stable-diffusion 18 open-data 17 analytics 17 cloud-native 17 generative-art 17 containers 17 seo 17 cheatsheet 17 anthropic 17 prompts 17 beginner-friendly 17 knowledge 17 autonomous-vehicles 16 image-processing 16 language 16 text-to-image 16 data-engineering 16 rag 16 generative-model 16 microservices 16 bert 16 deepseek 16 webgl 16 algorithm 16 vscode 16 articles 16 nerf 16 devsecops 16 command-line 15 detection 15 laravel 15 dart 15 android-development 15 mysql 15 leetcode 15 embodied-ai 15 telegram 15 resource 15 plugins 15 mcp-server 15 selfhosted 15 ros 15 pentest 15 claude-code 15 malware-analysis 15 readme 15 p2p 15 terminal 15 animation 15 vibe-coding 15 cms 15 evm 15 technology 15 oss 14 large-language-model 14 code-generation 14 vuejs 14 dotnet-core 14 remote-sensing 14 recommender-system 14 wasm 14 webassembly 14 diffusion 14 distributed-systems 14 mac 14 anomaly-detection 14 benchmark 14 vlm 14 databases 14 react-components 14 node 14 videos 14 graphics 14 performance 14 generative-adversarial-network 14 foss 14 icons 14 android-library 14 langchain 14 awesome-ai 14 language-model 14 art 14 google 14 multimodal-deep-learning 14 hosting 13 unicorns 13 multimodal-learning 13 multimodal-large-language-models 13 developer 13 svelte 13 vision-language-model 13 application 13 pwa 13 transfer-learning 13 video-generation 13 postgresql 13 speech-recognition 13 microservice 13 swiftui 13 webdevelopment 13 medical-imaging 13 fuzzing 13 wordpress 13 deep-reinforcement-learning 13 interview-questions 13 pose-estimation 13 gan 13 gis 13 quantum-computing 13 cross-platform 13 podcast 13 frameworks 13 npm 13 search 13 quantization 13 graphics-programming 12 discord 12 yolo 12 search-engine 12 guide 12 infrastructure-as-code 12 static-analysis 12 sustainability 12 model-context-protocol 12 chain-of-thought 12 static-site-generator 12 storage 12 elasticsearch 12 gaming 12 web-design 12 programming-languages 12 automl 12 datascience 12 authentication 12 solana 12 rails 12 model-compression 12 dapp 12 article 12 vision-and-language 12 time-series-analysis 12 mllm 12 image 12 webapp 12 es6 12 workflow 12 semantic-segmentation 12 hacktoberfest2020 11 course 11 font 11 cvpr 11 point-cloud 11 objective-c 11 design-systems 11 cuda 11 ctf 11 machine-learning-algorithms 11 few-shot-learning 11 ui-design 11 open-science 11 minecraft 11 in-context-learning 11 planning 11 unity3d 11 creative-coding 11 cicd 11 system-design 11 webpack 11 rl 11 threat-intelligence 11 golang-library 11 front-end-development 11 rest-api 11 utilities 11 ux 11 llmops 11 unsupervised-learning 11 climate-change 11 sysadmin 11 question-answering 11 ai-agent 11 edge-computing 11 book 11 free-software 11 interpretability 11 3d-graphics 11 3d-reconstruction 11 bookmarks 11 cursor 11 ecommerce 11 writing 11 anime 11 bot 10 software-architecture 10 continual-learning 10 qwen 10 android-app 10 flutter-apps 10 management 10 leadership 10 flask 10 docs 10 reading-list 10 speech-processing 10 game-design 10 chatgpt-api 10 ide 10 podcasts 10 malware 10 ionic 10 webcomponents 10 hacking-tools 10 students 10 neuroscience 10 haskell 10 healthcare 10 test-automation 10 templates 10 classification 10 jupyter-notebook 10 xai 10 android-application 10 augmented-reality 10 embedded-systems 10 blockchain-technology 10 cyber-security 10 mobile-development 10 applications 10 fpga 10 knowledge-base 10 arduino 10 social-network 10 ai-art 10 mcp-servers 10 python-library 10 hacktoberfest2021 10 privacy-tools 10 geospatial 10 infrastructure 10 sre 10 bug-bounty 10 movies 10 redis 10 meta-learning 10 email 10 tool 10