3 papers
eess.SP2026
VAMP-Diff: VampPrior Latent Diffusion for Photoplethysmography Modeling
Fatemeh Ghasemi Balouei, Nathan Willemsen, Mahesh Banavar +1
Photoplethysmography (PPG) has become a ubiquitous physiological signal; however, current generative models still struggle to preserve realistic waveform morphology and learn a lat…
q-bio.PE2024
Nested Inheritance Dynamics
Bahman Moraffah
The idea of the inheritance of biological processes, such as the developmental process or the life cycle of an organism, has been discussed in the biology literature, but formal ma…
cs.LG2024
Bayesian Nonparametrics: An Alternative to Deep Learning
Bahman Moraffah
Bayesian nonparametric models offer a flexible and powerful framework for statistical model selection, enabling the adaptation of model complexity to the intricacies of diverse dat…