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…