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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

Seula Park

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2 papers indexed here

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Open access Sep 2026

Evidence-Aware Data Model for Explainable Post-Hurricane Building Damage Assessment

Recent learning-based damage assessment methods using remote sensing data have greatly contributed to the rapid identification and classification of damaged buildings from pre- and post-disaster imagery. However, most outputs are provided in the form of final damage labels or scores. To address this limitation, this st...

Ahram Song, Jin-Ha Jung, A. Chang et al. · 0 citations
2026

Graph-Based Relational Learning for Building Change Detection

Recent graph-based change detection (CD) methods either encode relationships implicitly or rely on post hoc matching, limiting the explicit modeling of object-level spatial and topological relationships under geometric distortions. To address this issue, we propose a CD framework based on a rasterized graph feature map...

Ahram Song, Seula Park · 0 citations

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