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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jiaqi Zhao

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2 papers indexed here

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2026

Focused Adapter: Enhancing Fine-Grained Attention for Remote Sensing Image–Text Retrieval

The emergence of large-scale vision–language models (VLMs) has significantly advanced remote sensing image–text retrieval (RSITR) by providing powerful cross-modal semantic priors. However, when adapted to the remote sensing (RS) domain, these models struggle to capture fine-grained representations due to their inheren...

Wen-Liang Du, Xiao-Yu Xu, Jia-Qi Zhao et al. · 0 citations
2026

Toward Zero-Forgetting: A Training-Free Multimodal Framework for Remote Sensing Class-Incremental Learning

Existing class-incremental learning (CIL) methods for remote sensing (RS) scene classification often tend to be training-intensive or rely on static visual features that may inadequately capture the complex interclass similarity and intraclass diversity inherent in RS imagery. Moreover, directly reusing features from m...

Wen-Liang Du, Ji-Cun He, Jia-Qi Zhao et al. · 0 citations

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