OmniMem: Perturbation-aware Memory Compression for Streaming Audio-Visual LLMs

Guangzhi Sun, Yixuan Li, Yudong Yang +1

Audio-visual large language models (LLMs) hold strong promise for long-form video understanding, yet their long-video inference is fundamentally limited by the linear growth of vid…