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Distribution-Aware CLIP-Adapter with Fine-Grained Text for Few-Shot Fine-Grained Classification

Fine-Grained Few-Shot Classification (FG-FSC) in remote sensing has become a critical task, as the scarcity of high-quality annotated data severely restricts the performance of deep learning models in fine-grained classification. Although Contrastive Language-Image Pre-Training (CLIP) exhibits stron...

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Bibliographic Details
Main Authors: Jingming Chen, Zhaoyang Huang, Feng Wang, Zixiao Wen, Jingxing Zhu, Guangyao Zhou
Format: Artigo
Language:Inglês
Published: MDPI AG 2026-06-01
Series:Remote Sensing
Subjects:
Online Access:https://www.mdpi.com/2072-4292/18/11/1813
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