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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

Linwei Chen

Beijing Institute of Technology

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Open access Aug 2026

Frequency-Guided Expert Modulation for Noisy-Label Facial Expression Recognition

FARM-FER is proposed, which treats local and global frequency descriptors as a control signal rather than an additional classifier input, supporting a lightweight yet effective design in terms of model size and arithmetic cost for noisy-label FER.

Miaomiao Zhang, Meng Lou, Linwei Chen · 0 citations

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