FreshMem: Brain-Inspired Frequency-Space Hybrid Memory for Streaming Video Understanding.

arXiv:2602.01683v2 Announce Type: replace-cross Abstract: Transitioning Multimodal Large Language Models (MLLMs) from offline to online streaming video understanding is essential for continuous perception. However, existing methods lack flexible adaptivity, le