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Author

Hong-Bing Pan

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Preprint Sep 2026

Understanding Dynamic Scenes at Gigapixel Scale: Wide-Area Spatio-Temporal Perception from UAVs

UAV-borne imaging has advanced from megapixel to gigapixel sensors, shifting aerial perception from recognizing individual targets to understanding entire dynamic scenes. We characterize this demand as Wide-area Spatio-temporal Scene Understanding (WSTU), which requires wide-area coverage, per-target resolution, and te...

Yu-Hang Zhu, Mei-Yi Zhu, Yun-Kai Dang et al. · 0 citations
#artificial intelligence Preprint Sep 2026

RGSQ: Riemannian Geometry-Sensitive Quantization for Large Vision-Language Models

Riemannian Geometry-Sensitive Quantization (RGSQ), which formulates quantization as a reconstruction problem under a unified Fisher-Riemannian metric, enabling standard unimodal PTQ methods to evaluate multimodal quantization error under their original assumptions.

Zhi-Ping Wu, Dong-Dong Ren, Yang Zhou et al. · 0 citations

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