0 "few-shot-learning" Awesome Lists
awesome-domain-adaptation
A collection of AWESOME things about domain adaptation
adversarial-learning awesome-list domain-adaptation few-shot-learning image-translation optimal-transport paper transfer-learning zero-shot-learning
5,376 stars
883 forks
807 projects
Last updated: 12 Dec 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
5,130 stars
514 forks
171 projects
Last updated: 05 Dec 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
1,556 stars
297 forks
95 projects
Last updated: 19 Nov 2025
Awesome-LLM4IE-Papers
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
cross-domain-learning data-augmentation event-arguments event-detection event-extraction few-shot-learning in-context-learning information-extraction knowledge-graph-construction large-language-models
1,035 stars
61 forks
438 projects
Last updated: 22 Dec 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
926 stars
71 forks
172 projects
Last updated: 11 Nov 2025
Awesome-Model-Merging-Methods-Theories-Applications
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.
attack-defense continual-learning diffusion-models ensemble-learning federated-learning few-shot-learning foundation-models generalization generative-model knowledge-fusion
624 stars
35 forks
696 projects
Last updated: 21 Dec 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
372 stars
47 forks
42 projects
Last updated: 07 Nov 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
155 stars
18 forks
58 projects
Last updated: 01 Oct 2025
awesome-foundation-models-on-graphs
A collection of graph foundation models including papers, codes, and datasets.
data-augmentation deep-learning few-shot-learning foundation-models graph-classification graph-foundation-model graph-neural-networks graph-representation-learning knowlege-graph link-prediction
151 stars
14 forks
242 projects
Last updated: 15 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_Few_Shot_Learning
Advances of few-shot learning, especially for NLP applications.
awesome-list few-shot-learning machine-learning natural-language-processing
32 stars
6 forks
338 projects
Last updated: 01 Nov 2025