Latent-Lens: Visual Perception in Small Language Models Through Latent Communication.

arXiv:2610.41751v1 Announce Type: cross Abstract: Bridging independent vision-language models (VLMs) and small language models (SLMs) in a modular multi-agent system typically forces them to exchange information as discrete text, which creates a lossy bottlene