2026
DeepFRC: An End-to-End Deep Learning Model for Functional Registration and Classification
ICLR 2026poster
Functional data, representing curves or trajectories, are ubiquitous in fields like biomedicine and motion analysis. A fundamental challenge is phase variability—temporal misalignments that obscure underlying patterns and degrade model performance. Current methods often address registration (alignme…