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Jingbo Chen

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Open access 2026

DenseRS-CLIP: Enhancing Dense Feature Representation of Remote Sensing CLIP via Attention-Decoupled Dual-Branch Distillation

Existing remote sensing vision–language foundation models mainly follow the CLIP-style global image-text alignment paradigm. While effective for image-level semantic understanding, this paradigm leaves patch-level representations insufficiently discriminative and spatially inconsistent for dense prediction tasks. To ad...

Yupeng Deng, Wei-Zhi Chen, Jiansheng Chen et al. · 0 citations

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