RhythmJEPA learns pulse-aware representations by joint-embedding prediction on masked videos, using cyclic rhythm-state planning and dual-order Mamba encoding to achieve competitive rPPG performance on standard datasets.
Deepphys: Video- based physiological measurement using convolutional atten- tion networks
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Rhythm-Structured Predictive Learning for Remote Photoplethysmography
RhythmJEPA learns pulse-aware representations by joint-embedding prediction on masked videos, using cyclic rhythm-state planning and dual-order Mamba encoding to achieve competitive rPPG performance on standard datasets.