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20232026
most citedSparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference

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cs.CV2025

MMG-Vid: Maximizing Marginal Gains at Segment-level and Token-level for Efficient Video LLMs

Junpeng Ma, Qizhe Zhang, Ming Lu +4

Video Large Language Models (VLLMs) excel in video understanding, but their excessive visual tokens pose a significant computational challenge for real-world applications. Current…