2 papers
cs.LG2026
Looped Diffusion Language Models
Sanghyun Lee, Chunsan Hong, Seungryong Kim +3
Masked diffusion models (MDMs) have emerged as a promising alternative to autoregressive models for language modeling, yet the effective design of transformer architectures for MDM…
cs.CV2025
A Diffusion-Based Framework for Configurable and Realistic Multi-Storage Trace Generation
Seohyun Kim, Junyoung Lee, Jongho Park +3
We propose DiTTO, a novel diffusion-based framework for generating realistic, precisely configurable, and diverse multi-device storage traces. Leveraging advanced diffusion techniq…