Cross-Domain Few-Shot Contrastive Learning for Hyperspectral Images Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3227164
Abstract: Deep learning has achieved impressive results on hyperspectral image (HSI) classification, which generally requires sufficient training samples and a huge number of parameters. However, it is challenging to label HSIs, and likely only a few… read more here.
Keywords: cross domain; classification; hsi classification; shot contrastive ... See more keywords
TACDFSL: Task Adaptive Cross Domain Few-Shot Learning
Sign Up to like & getrecommendations! Published in 2022 at "Symmetry"
DOI: 10.3390/sym14061097
Abstract: Cross Domain Few-Shot Learning (CDFSL) has attracted the attention of many scholars since it is closer to reality. The domain shift between the source domain and the target domain is a crucial problem for CDFSL.… read more here.
Keywords: cross domain; domain; shot learning; domain shot ... See more keywords