Neural Continuous-Time Markov Chain: Discrete Diffusion via Decoupled Jump Timing and Direction
arXiv:2604.15694v1 Announce Type: new
Abstract: Discrete diffusion models based on continuous-time Markov chains (CTMCs) have shown strong performance on language and discrete data generation, yet existing approaches typically parameterize the reverse…