Author

Zhen He

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#machine learning Preprint Sep 2026

DenoFlow: Flow Matching for SSVEP Denoising under Real Physiological Artifacts

DenoFlow is proposed, which casts SSVEP denoising as transport: instead of learning a direct map from a contaminated trial to a clean one, a field network regresses the velocity of the straight path between them, following the rectified-flow formulation, and denoising integrates that field forward from the observation.

Zhen He, Zi-Wei Wang, Dong-Rui Wu · 0 citations