Master Deep Learning Algorithms with Extensive Math by Implementing them...
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transforma...
✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3
A re-implementation of "Prototypical Networks for Few-shot Learning"
Official implementation of the paper "Generalized Zero- and Few-Shot Lea...
Awesome Domain Adaptation Python Toolbox
Source code for the paper "Divide and Conquer the Embedding Space for Me...
PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network ...
ICML'2022: Black-Box Tuning for Language-Model-as-a-Service & EMNLP'2022...
"Few-shot Text Classification with Distributional Signatures" ICLR 2020
HugNLP is a unified and comprehensive NLP library based on HuggingFace T...
Code for One-shot Relational Learning for Knowledge Graphs (EMNLP18)
CVPR2022, BatchFormer: Learning to Explore Sample Relationships for Robu...
A list of recent papers about Meta / few-shot learning methods applied i...
Official implement code of LAMP: Learn a Motion Pattern by Few-Shot Tuni...