Showing cs.LGShow all
2 papers · 1 filter
cs.LG2026
Unifying Masked Diffusion Models with Various Generation Orders and Beyond
Chunsan Hong, Sanghyun Lee, Jong Chul Ye
Masked diffusion models (MDMs) are a potential alternative to autoregressive models (ARMs) for language generation, but generation quality depends critically on the generation orde…
cs.LG2025
Improving Discrete Diffusion Unmasking Policies Beyond Explicit Reference Policies
Chunsan Hong, Seonho An, Min-Soo Kim +1
Masked diffusion models (MDMs) have recently emerged as a novel framework for language modeling. MDMs generate sentences by iteratively denoising masked sequences, filling in [MASK…