few-shot topic

List few-shot repositories

FewShotLearning

254
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Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"

Context-Transformer

103
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13
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Context-Transformer: Tackling Object Confusion for Few-Shot Detection, AAAI 2020

transferlearning

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Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

FSL-Mate

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286
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FSL-Mate: A collection of resources for few-shot learning (FSL).

MetaOptNet

517
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95
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Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)

mini-imagenet-tools

413
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56
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Tools for generating mini-ImageNet dataset and processing batches

FEAT

398
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83
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The code repository for "Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions"

DeepKE

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680
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[EMNLP 2022] An Open Toolkit for Knowledge Graph Extraction and Construction

prototypical-networks-tensorflow

132
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44
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Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

bigdetection

381
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23
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BigDetection: A Large-scale Benchmark for Improved Object Detector Pre-training