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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Guang-Yao Zhou

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Open access Oct 2026

APFNet: An Adaptive Perception Fusion Network for Multi-Scale Object Detection in Remote Sensing

Accurate multi-scale object detection remains challenging in remote sensing (RS) imagery due to severe scale variation, limited pixel occupancy of small targets, and complex backgrounds. Existing multi-scale fusion methods propagate features along predefined cross-scale paths and apply receptive fields fixed once train...

Yang-Shen He, Wen-Zhe Zhao, Guang-Yao Zhou · 0 citations
Conference Aug 2026

MDA-Tracker: Motion-Direction Aware Cascaded Association for UAV Multiobject Tracking

Multi-object tracking (MOT) in UAV videos is a challenging task because small targets, partial occlusion, bounding-box displacement, and fluctuating detection confidence can reduce the reliability of frame-to-frame data association. In particular, potentially correct track-detection pairs may be rejected when a strict...

Heng-Yi Huang, Guang-Yao Zhou, Cheng-Han Yin et al. · 0 citations

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