2026
Thinking in Latent Space: Progressive Multimodal Simplification for Visual Reasoning
ICML 2026poster
Recent Multimodal Large Language Models (MLLMs) have advanced cross-modal reasoning by extending Chain-of-Thought (CoT) prompting to visual tasks. However, existing methods still rely heavily on explicit textual reasoning steps, leading to information loss, unstable perception–reasoning interaction,…