Information-Guided Frontier Decoding: Contextual Utility-Driven Commitment in dMLLMs

Xingyou Fang, Jingxing Zhong, Xiaosong Yuan +1

Decoding quality in diffusion multimodal language models (dMLLMs) depends heavily on the order in which masked tokens are committed. Existing confidence-based strategies prioritize…