الباحثون

Jinlong Hu

المنشورات 2

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SetOPD: From Few Visual Exemplars to Multimodal Candidate Sets for Remote-Sensing Open-Prompt Detection

Jinlong Hu, Yi Zhang, Zhiqi Xia وآخرون · 2026

Open-prompt detectors allow users to specify targets with text, visual exemplars, or both. We argue that existing designs underuse the visual modality in two ways. First, multiple exemplars are commonly compressed into a single class-level embedding. This textualizes visual prompting: the resulting vector plays the rol …

نسخة أولية وصول مفتوح

Hi-OPD: Hierarchy-Aware Open-Prompt Detection for Remote Sensing Images

Jinlong Hu, Yi Zhang, Zhiqi Xia وآخرون · 2026

Hi-OPD addresses a failure mode left uncontrolled by flat open-prompt training: descendant retrieval need not persist under ancestor queries when multi-source remote sensing annotations exhibit inconsistent granularity and missing labels. A detector may localize \textit{car} and \textit{van} under atomic prompts yet mi …

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