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Aug 2026
Bridging ECG and PPG: Latent-Space Prediction for Robust Physiological Analysis
This work proposes a multi-modal Joint-Embedding Predictive Architecture for PPG and ECG and shows that the model learns robust cross-modal alignment without relying on contrastive learning, and demonstrates that performance remains robust even with lower-quality signals.
Zhaoliang Chen, Saurabh Kataria, Min-Xiao Wang et al.
· Proceedings of the 32nd ACM... · 0 citations