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-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
adversarial-attack-and-defense communication-efficiency computation-efficiency computer-vision continual-learning decentralized-federated-learning distributed-optimization federated-learning hierarchical-federated-learning incentive-mechanism
1,999 stars
332 forks
558 projects
Last updated: 23 Jan 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