0 "meta-learning" Awesome Lists
awesome-AutoML-and-Lightweight-Models
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
architecture-search automated-feature-engineering automl awesome-list hyperparameter-optimization meta-learning model-acceleration model-compression nas neural-architecture-search
857 stars
158 forks
150 projects
Last updated: 12 Jan 2026
awesome-federated-learning
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
communication-efficiency data-privacy decentralized-federated-learning differential-privacy-deep-learning distributed-optimization federated-learning federated-learning-framework federated-optimization machine-learning meta-learning
727 stars
98 forks
46 projects
Last updated: 11 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-real-world-rl
Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.
awesome awesome-list gans imitation-learning meta-learning reinforcement-learning robotics sim2real simulation
438 stars
50 forks
76 projects
Last updated: 07 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-few-shot-gnn
An index of algorithms for few-shot learning/meta-learning on graphs
few-shot-learning graph-neural-networks meta-learning
156 stars
18 forks
58 projects
Last updated: 14 Jan 2026
awesome-artificial-intelligence-research
A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
artificial-intelligence automl awesome-list computer-vision deep-learning detection domain-adaptation generative-adversarial-network graph-neural-networks incremental-learning
128 stars
14 forks
92 projects
Last updated: 09 Dec 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-metarl
A curated list of awesome Meta Reinforcement Learning
awesome meta-learning meta-rl reinforcement-learning reinforcement-meta-learning
33 stars
3 forks
35 projects
Last updated: 16 Jan 2026
awesome-papers
:snowflake: All about my interest Papers and Review :)
attention-mechanism conversational-ai deep-learning deepmind financial-engineering generative-model mathematics meta-learning natural-language-understanding nlp
3 stars
2 forks
85 projects
Last updated: 20 Dec 2022