Entropogram-guided Visual Realignment Decoding: Capturing the Rhythm of Multimodal Reasoning

Jiaqi Deng, Zhe Fu, Yakun Chen +5

Multimodal large language models (MLLMs) have demonstrated remarkable progress on cross-modal reasoning tasks, yet they continue to suffer from hallucinations in long-chain reasoni…