Michele Copetti

Cyclostationary Phase Conditioning for Medical Time Series Diffusion

Across modalities, the results show that explicitly encoding measurable cyclic structure improves physiological time-series restoration and proposes antithetic coupling of reverse trajectories to reduce sampling variance while achieving comparable performance with fivefold fewer network evaluations.