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cross-domain-few-shot-on-isic2018

Cross-Domain Few-Shot
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PaperCode5 shotModelNameReleaseDate
StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning✓ Link53.05StyleAdv-FT2023-02-18
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation✓ Link49.79ATA-FT2021-04-29
A Broader Study of Cross-Domain Few-Shot Learning✓ Link48.11BSCD-FSL2019-12-16
Improving Cross-domain Few-shot Classification with Multilayer Perceptron✓ Link46.33RFS+MLP2023-12-15
Adversarial Feature Augmentation for Cross-domain Few-shot Classification✓ Link46.01AFA2022-08-23
StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning✓ Link45.77StyleAdv2023-02-18
Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning✓ Link44.93wave-SAN2022-03-15
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation✓ Link44.91ATA2021-04-29
Explanation-Guided Training for Cross-Domain Few-Shot Classification✓ Link44.14LRP2020-07-17
Few-Shot Learning with Graph Neural Networks✓ Link43.94GNN2017-11-10
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation✓ Link43.17FWT2020-01-23
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