few-shot-learning topic

List few-shot-learning repositories

Bongard-HOI

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[CVPR 2022 (oral)] Bongard-HOI for benchmarking few-shot visual reasoning

LGM-Net-Pytorch

11
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1
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A pytorch implementation of LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning(ICML 2019)

test

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Measuring Massive Multitask Language Understanding | ICLR 2021

few_shot_learning

30
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8
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Awesome papers in few-shot learning/one-shot learning.

One-shot-Relational-Learning

236
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42
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Code for One-shot Relational Learning for Knowledge Graphs (EMNLP18)

mmfewshot

668
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112
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OpenMMLab FewShot Learning Toolbox and Benchmark

transferlearning

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3.8k
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Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

awesome-domain-adaptation

4.9k
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858
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A collection of AWESOME things about domian adaptation

Meta-Learning-Papers

2.6k
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474
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Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning