few-shot-classifcation topic

Code and data for paper https://arxiv.org/pdf/2106.05517.pdf (CVPR 2022)

LouieYang

A non-official 100% PyTorch implementation of META-DATASET benchmark for few-shot classification

mboudiaf

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...

plai-group

Few-Shot Graph Classification via distance metric learning.

crisostomi

Official implementation of POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples (NeurIPS 2021)

lehduong

Code release for Proto-CLIP: Vision-Language Prototypical Network for Few-Shot Learning

IRVLUTD

A curated list of awesome prompt/adapter learning methods for vision-language models like CLIP.

zhengli97

Official Implementation of CVPR 2023 paper: "Meta-Learning with a Geometry-Adaptive Preconditioner"

Suhyun777