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

Kangcong Li, Peng Ye, Lin Zhang +4

Transitioning Multimodal Large Language Models (MLLMs) from offline to online streaming video understanding is essential for continuous perception. However, existing methods lack f…