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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

Xiao-Qi Sheng

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Open access Oct 2026

DASFNet: A Direction-Aware Spatial-Frequency Network for Single Image Deraining

A direction-aware spatial-frequency network (DASFNet), an encoder–decoder framework with two modules: the cross-scale direction-aware convolution (CSDAC) module and the spatial-frequency collaborative channel attention (SFCCA) module, which outperforms state-of-the-art methods in quantitative metrics and visual quality...

Yin-Ping Zhou, Gen-Cheng Wang, Xiao-Qi Sheng et al. · 0 citations
Preprint Oct 2026

CGDD-Net: Context-Guided Dynamic Detail Modeling for Retinal Vessel Segmentation

Accurate retinal vessel segmentation requires features that capture vascular geometry while preserving information for fine-scale reconstruction. We propose CGDD-Net, a context-guided dynamic detail modeling network that connects adaptive feature extraction to a shared decoder pathway. Context-Guided Scale-Adaptive Def...

Xin-Cheng Li, Xiao-Qi Sheng, Xin-Yu Zhang · 0 citations

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