Exponential Residual Flow

A deterministic ODE sampling framework designed for discrete diffusion models. By introducing continuous residual variables, it achieves a probability flow ODE analogous to continuous diffusion, preserving marginal distributions and supporting fast sampling. The framework bridges discrete and continuous diffusion approaches to enable efficient deterministic generation.