Preprint
Sep 2026
Beyond Retrieval: Progressive Latent Memory Evolution for Streaming Video Understanding
This work introduces LatentStream, a progressive latent working memory framework that shifts streaming memory from store-and-retrieve to retrieve-and-internalize, and achieves new state-of-the-art results on existing online and offline video benchmarks.
Hongyu Qu, Guang-Ming Yao, Ling Xing et al.
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