few-shot-classifcation topic

List few-shot-classifcation repositories

MCL

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

pytorch-meta-dataset

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

simple-cnaps

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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...

poodle

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

Proto-CLIP

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

CVPR23-GAP

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