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Search results for mini imagenet
mini-imagenet
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13 search results found
Meta Transfer Learning
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710
TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)
Few Shot
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520
Repository for few-shot learning machine learning projects
Mini Imagenet Tools
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399
Tools for generating mini-ImageNet dataset and processing batches
Few Shot Classification Leaderboard
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303
Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.
Matchingnetworks
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209
This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and MiniImageNet dataset
Prototypical Networks Tensorflow
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108
Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
Negative Margin.few Shot
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99
PyTorch implementation of “Negative Margin Matters: Understanding Margin in Few-shot Classification”
Simple Cnaps
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89
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)
Simple Cnaps
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40
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" (TPAMI 2022 - in submission)
Sib_meta_learn
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37
Code of Empirical Bayes Transductive Meta-Learning with Synthetic Gradients
Tailcalibx
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32
Pytorch implementation of Feature Generation for Long-Tail Classification by Rahul Vigneswaran, Marc T Law, Vineeth N Balasubramaniam and Makarand Tapaswi
Poodle
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14
Official implementation of POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples (NeurIPS 2021)
Prototypical Networks
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5
Prototypical Networks for the task of few-shot image classification on Omniglot and mini-ImageNet.
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1-13 of 13 search results
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