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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

Qing Lin

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Open access Aug 2026

Bridging Adversarial and Collaborative Learning for AI-Generated Image Quality Assessment.

AI-generated image quality assessment (AIGIQA) requires jointly reasoning about perceptual fidelity and prompt alignment, two quality dimensions that are often treated as independent in existing AIGIQA models. However, by reexamining human ratings, we uncover a previously overlooked phenomenon: the two dimensions are i...

Baoliang Chen, Qing Lin, Sijie Mai · 0 citations

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