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Search results for python mini imagenet
mini-imagenet
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7 search results found
Few Shot
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520
Repository for few-shot learning machine learning projects
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
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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