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most citedTowards Robust and Efficient Cloud-Edge Elastic Model Adaptation via Selective Entropy Distillation

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cs.CV2025

HiPrune: Hierarchical Attention for Efficient Token Pruning in Vision-Language Models

Jizhihui Liu, Feiyi Du, Guangdao Zhu +5

Vision-Language Models (VLMs) encode images and videos into abundant tokens, which contain substantial redundancy and computation cost. While visual token pruning mitigates the iss…