few-shot-classifcation topic

[ICLR2021 Oral] Free Lunch for Few-Shot Learning: Distribution Calibration

ShuoYang-1998

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

sicara

This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with entity scoring.

davidberenstein1957

Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.

yaoyao-liu

(NeurIPS 2020) Transductive Information Maximization for Few-Shot Learning https://arxiv.org/abs/2008.11297

mboudiaf

[ICCV'21] Official PyTorch implementation of Relational Embedding for Few-Shot Classification

dahyun-kang

Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples" (WACV 2022), and "Beyond Simple Meta-Learning: Multi-Purpose...

peymanbateni

This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-shot classification with Huggingface.

davidberenstein1957

[ICCV 2023] Prompt-aligned Gradient for Prompt Tuning

BeierZhu

[ICML 2022] Channel Importance Matters in Few-shot Image Classification

Frankluox