V-LUMEN: Visual Lookup Memory for Embedding Scaling in Vision-Language Models.

arXiv:2610.37019v1 Announce Type: cross Abstract: Embedding-level scaling expands the capacity of language models through lookup-based memory rather than by increasing model depth, width, or dense computation. Extending this idea to vision-language models (VLM