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20222026
most citedSparseServe: Unlocking Parallelism for Dynamic Sparse Attention in Long-Context LLM Serving

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cs.CV2026

CAM: Question Answering on Entity-Centric Videos with Continuous Extraction and Adaptive Querying

Yizhou Tian, Zizhe Chen, Shiyuan Deng +7

Memory facilitates question answering over long videos by extracting and retrieving facts to fit within the limited context windows of multimodal LLMs (MLLMs). Existing solutions t…