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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

Author

Mengru Ma

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2 papers indexed here

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2026

D2M-DETR: Differential Decoupling and Multiscale Dynamic Modeling for Remote Sensing Small Object Detection

In recent years, small object detection in remote sensing images has been widely applied in many fields, yet it still faces several serious challenges. On one hand, small objects inherently have weak features and are easily disturbed by complex backgrounds. On the other hand, small objects in remote sensing images are...

Wen-Ping Ma, Zhen-Yu Hu, Hao Zhu et al. · 0 citations
2026

The PID-Aware Geometric Semantic Representation Learning for Infrared-Visible Image Fusion

To relieve the problems of the lack of semantic alignment in the geometric representation space and insufficient modality-specific instruction calibration in infrared-visible image fusion (IVIF), we first propose a dynamic instruction-aware geometric representation (DIGR) for IVIF, which achieves semantic alignment bet...

Mengru Ma, Yong-Zhe Wang, Wen-Ping Ma et al. · 0 citations

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