xMAE

ECGPPG

Key facts

Venue
ICML 2026

Summary

Samsung physiology-aware cross-modal MAE reconstructing masked ECG from PPG (~9.4k paired hours); code public, real study weights explicitly withheld.

Source paper

xMAE: Physiology-Aware Masked Cross-Modal Reconstruction for Biosignal Representation Learning