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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

Hongfeng Yu

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2 papers indexed here

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2026

UniEarth: A Unified Foundation Model for Remote Sensing Image Generation and Understanding

Remote sensing (RS) underpins geospatial intelligence by enabling large-scale Earth observation (EO). Existing RS approaches are typically developed along two separate lines: multimodal understanding (MMU) and image generation. Such separation limits parameter sharing and the potential synergy between understanding and...

Ying-Yan Hou, Zi-Han Wei, Chao Ren et al. · 0 citations
Open access 2026

Land-Oriented Scene Graph Generation for High-Resolution Remote Sensing Imagery: A Specialized Dataset and Semantic–Visual Collaborative Method

High-resolution remote sensing image interpretation is evolving from object-level perception toward semantic cognition. However, existing scene graph generation (SGG) methods are difficult to adapt to remote sensing imagery due to the lack of dedicated land-oriented benchmarks, semantic–visual inconsistency, and severe...

Tong-Tong Zhang, Xiao-Yun Liu, Jun Li et al. · 0 citations

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