Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models

Yulin Yuan, Hongshuo Zhao, Xiangming Meng

Diffusion-based multimodal large language models (dMLLMs) decode by iteratively predicting tokens at multiple masked positions in parallel. This turns each decoding step into a pos…