Paper
PhysioSplit: Delay-Aware Context-Selective Fusion under Cohort Shift
ICLR 2027 submission (under review)
TL;DR
Estimates a bounded fractional ECG–PPG arrival-delay proxy with a continuous-delay state-space encoder and factorizes the representation into slowly varying context codes and beat-level event codes. Target calibration adapts only the context encoder; event pathway and shared timing stay frozen. Across five cohorts: external waveform degradation ratio 2.23 (SiamQuality) → 1.55; RMSE on the hardest waveform setting 13.21 → 6.74 mmHg; Macro-F1 0.847 on source cohort and 0.724 on a zero-shot ICD-derived phenotype task.
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APA
PhysioSplit: Delay-Aware Context-Selective Fusion under Cohort Shift. (2026). ICLR 2027 submission. https://openreview.net/forum?id=sbTpcTCpRl
BibTeX
@misc{physiosplitdelay2026physiosplit,
title = {{PhysioSplit: Delay-Aware Context-Selective Fusion under Cohort Shift}},
year = {2026},
howpublished = {ICLR 2027 submission},
url = {https://openreview.net/forum?id=sbTpcTCpRl}
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