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yaoyao-liu / meta-transfer-learning

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TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

transfer-learning meta-learning few-shot-learning mini-imagenet tiered-imagenet fewshot-cifar100

Updated Dec 31, 2022
Python

yaoyao-liu / few-shot-classification-leaderboard

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

miniimagenet few-shot-learning mini-imagenet tiered-imagenet fc100 few-shot-classifcation cifar-fs

Updated Nov 22, 2022
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peymanbateni / 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 Models for Multi-Domain, Active and Continual Few-Shot Learning" (SSRN Electronic Journal)

deep-learning metric-learning meta-learning few-shot-learning few-shot-recognition mini-imagenet tiered-imagenet meta-dataset conditional-neural-process few-shot-classifcation

Updated Mar 25, 2023
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yaoyao-liu / tiered-imagenet-tools

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Tools for generating tieredImageNet dataset and processing batches

dataset meta-learning few-shot few-shot-learning tiered-imagenet

Updated Dec 15, 2020
Python

plai-group / 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 Models for Multi-Domain, Active and Continual Few-Shot Learning" (Neural Networks 2022 - in submission)

deep-learning metric-learning meta-learning few-shot-learning few-shot-recognition mini-imagenet tiered-imagenet meta-dataset conditional-neural-process few-shot-classifcation