Mitigating Mask Prior Drift and Positional Attention Collapse in Large Diffusion Vision-Language Models

Sujung Hong, Chanyong Yoon, Seong Jae Hwang

Large diffusion vision-language models (LDVLMs) have recently emerged as a promising alternative to autoregressive models, enabling parallel decoding for efficient inference and le…