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Author

Kun Dong

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Aug 2026

SRGT: Spatial-Resolution-Guided Teacher for Robust Semi-Supervised Aerial Object Detection

Semi-supervised object detection (SSOD) in aerial imagery is significantly hampered by extreme object scale variations, primarily due to diverse spatial resolutions inherent in aerial data, measurable through Ground Sample Distance (GSD). Existing SSOD methods often overlook this crucial GSD information, leading to unr...

Yuqiu Li, Jian Xue, Fan Li et al. · 0 citations
Preprint Aug 2026

Hi-Token: Hierarchical Coordinate Tokenization for Generative Visual Grounding

The results show that structured coordinate generation provides an effective approach to generative visual grounding and Hi-Token encodes each coordinate with axis-specific tokens for the hundreds, tens, and ones digits, which adds coarse-to-fine structure and increases token reuse while retaining the existing VLM arch...

Xiuyuan Zhu, Ke Lu, Kun Dong et al. · 0 citations

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