Paper | Code | 5 shot | ModelName | ReleaseDate |
---|---|---|---|---|
StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning | ✓ Link | 79.35 | StyleAdv-FT | 2023-02-18 |
StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning | ✓ Link | 77.73 | StyleAdv | 2023-02-18 |
Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning | ✓ Link | 76.88 | wave-SAN | 2022-03-15 |
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation | ✓ Link | 76.64 | ATA-FT | 2021-04-29 |
Adversarial Feature Augmentation for Cross-domain Few-shot Classification | ✓ Link | 76.21 | AFA | 2022-08-23 |
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation | ✓ Link | 75.48 | ATA | 2021-04-29 |
Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation | ✓ Link | 73.94 | FWT | 2020-01-23 |
A Broader Study of Cross-Domain Few-Shot Learning | ✓ Link | 70.06 | BSCD-FSL | 2019-12-16 |