Retrieve, Integrate, and Synthesize: Spatial-Semantic Grounded Latent Visual Reasoning

Jin Cui, Xinyue Long, Xunyong Zhang +5

Multimodal Large Language Models (MLLMs) have made remarkable progress on vision-language reasoning, yet most methods still compress visual evidence into discrete textual thoughts,…