Intervention-Based Self-Supervised Learning: A Causal Probe Paradigm for Remote Photoplethysmography
arXiv:2605.00882v1 Announce Type: new
Abstract: Remote Photoplethysmography (rPPG) enables convenient non-contact physiological measurement. Existing Self-Supervised Learning (SSL) methods commonly fall into a correlation trap: they tend to learn the …