Intervention-Based Self-Supervised Learning: A Causal Probe Paradigm for Remote Photoplethysmography

Zhiyi Niu, Xiaoguang Tu, Bo Zhao +3

Remote Photoplethysmography (rPPG) enables convenient non-contact physiological measurement. Existing Self-Supervised Learning (SSL) methods commonly fall into a correlation trap:…