2026
A Time-Reparameterized Cumulative Intensity Extrapolation Sampler for Discrete Flow Matching
ICML 2026poster
Discrete flow matching (DFM) provides a principled framework for generative modeling on discrete state spaces via continuous-time Markov chain dynamics. In practice, sampling for DFM commonly employs discretizations such as $\tau$-leaping, yet efficient sampling methods under a limited number of fun…