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
2,212 stars
102 forks
6,714 projects
Last updated: 17 Jun 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
2,017 stars
334 forks
558 projects
Last updated: 12 Jun 2026
awesome-ai-memory
Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个 集中式、持续更新的 AI 记忆知识库,系统性整理了与 大模型记忆(LLM Memory)与智能体记忆(Agent Memory) 相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。
agent-memory ai-memory ai-memory-system awesome-ai-memory continual-learning llm-memory long-term-memory memory-augmented-models memory-systems rag
1,003 stars
93 forks
69 projects
Last updated: 22 Jun 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
961 stars
75 forks
290 projects
Last updated: 24 Jun 2026
Awesome-Model-Merging-Methods-Theories-Applications
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.
attack-defense continual-learning diffusion-models ensemble-learning federated-learning few-shot-learning foundation-models generalization generative-model knowledge-fusion
763 stars
47 forks
873 projects
Last updated: 02 Jul 2026
continual-learning-papers
Continual Learning papers list, curated by ContinualAI
awesome-list continual-learning lifelong-learning online-learning papers
716 stars
60 forks
370 projects
Last updated: 08 Jun 2026
Awesome-Agent-Memory
Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.
agent-memory ai-agent ai-agent-memory awesome awesome-agent-memory awesome-list continual-learning llm llm-memory long-term-memory
491 stars
53 forks
674 projects
Last updated: 24 Jun 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
364 stars
17 forks
752 projects
Last updated: 20 Jun 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
135 stars
11 forks
118 projects
Last updated: 24 Apr 2026
awesome-continual-self-supervised-learning
List of papers that combine self-supervision and continual learning
continual-learning self-supervised-learning
80 stars
2 forks
44 projects
Last updated: 04 Mar 2026
awesome-incremental-generative-learning
Awesome Incremental / Continual / Lifelong Generative Learning
catastrophic-forgetting continual-learning generative-model incremental-learning lifelong-machine-learning
21 stars
5 forks
62 projects
Last updated: 12 May 2026
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: 17 Apr 2026
awesome-knowledge-injection
A bilingual awesome list for VLM/MLLM knowledge injection research: benchmarks, papers, tools, resources, and ecosystem updates.
awesome-list continual-learning knowledge-editing knowledge-injection multimodal-large-language-models on-policy-distillation
8 stars
0 forks
128 projects
Last updated: 12 Jun 2026