ReMAP: Restoring the Perceptual Cycle with Reasoning-Time Latent Visual Memory.

arXiv:2610.05097v1 Announce Type: cross Abstract: As multimodal large language models (MLLMs) reason for longer, attention to the initial visual input diminishes, weakening visual grounding. Visual memory reintroduces visual evidence during reasoning. We condu