DCRA: Diffusion-Conditioned Representation Alignment for Robust Time-Series Learning

Wenrui Xu, Anas Enanaa, Keshab K. Parhi

Learning robust representations for time-series signals under noise and distribution shifts remains challenging, especially in clinical applications such as electroencephalogram (E…