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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

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Jing-Yun Wang

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Preprint Sep 2026

Predicting Human Disagreement for Calibrated Dynamic Facial Expression Recognition

A disagreement-aware DFER framework that trains directly on the raw annotator count vector using a Dirichlet-Multinomial likelihood that provides scale-sensitive supervision for the Dirichlet concentration while preserving the predictive mean.

Yi-Ming Wang, Frederick W. B. Li, Jing-Yun Wang · 0 citations

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