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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

Xin Long

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Open access 2026

Prior-Gated Adaptation With Multi-Granularity Structural Refinement for Fine-Grained Infrared Small-Target Segmentation

Accurate infrared small-target segmentation is an inherently challenging low signal-to-noise ratio task, where targets occupy only a few pixels and are often obscured by weak responses, ambiguous boundaries, and complex clutter. Although vision foundation models offer transferable representations, their direct adaptati...

Zhi-Li Zhang, Chao Ma, Bing-Nan Yang et al. · 0 citations
Sep 2026

Multimodal Action Recognition via Causality-Inspired Graph Representation Learning

Multimodal human activity recognition (HAR) benefits from complementary skeleton, inertial, and visual observations. However, many learning-based models still treat relationships among modalities, joints, and sensor variables as symmetric associations. This limits their ability to represent asymmetric information flow...

Yang Lan, Xin Long, Yao-Yuan Zeng et al. · 0 citations

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