"few-shot-learning" Awesome Lists
awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
adversarial-learning awesome-list domain-adaptation few-shot-learning image-translation optimal-transport paper transfer-learning zero-shot-learning
5,264 stars
882 forks
790 projects
Last updated: 27 Apr 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
4,518 stars
425 forks
147 projects
Last updated: 28 May 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
1,532 stars
298 forks
95 projects
Last updated: 20 Apr 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
919 stars
72 forks
172 projects
Last updated: 24 Apr 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
374 stars
46 forks
42 projects
Last updated: 22 Apr 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
148 stars
19 forks
58 projects
Last updated: 30 Apr 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
30 stars
4 forks
338 projects
Last updated: 01 Jan 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
4 stars
0 forks
241 projects
Last updated: 13 Apr 2025