2 papers
cs.LG2025
Generative Medical Event Models Improve with Scale
Shane Waxler, Paul Blazek, Davis White +16
Realizing personalized medicine at scale calls for methods that distill insights from longitudinal patient journeys, which can be viewed as a sequence of medical events. Foundation…
cs.LG2024
Discrete vs. Continuous Trade-offs for Generative Models
Jathin Korrapati, Tanish Baranwal, Rahul Shah
This work explores the theoretical and practical foundations of denoising diffusion probabilistic models (DDPMs) and score-based generative models, which leverage stochastic proces…