HSD: Training-Free Acceleration for Document Parsing Vision-Language Models with Hierarchical Speculative Decoding

Lecture notes in computer science 2026 Open access

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Authors: Wenhui Liao, Hongliang Li, Pengyu Xie, Xinyu Cai, Yufan Shen, Yi Xin, Qi Qin, Shenglong Ye, Tianbin Li, Ming Hu, Junjun He, Yihao Liu

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Wenhai Wang, Min Dou, Bin Fu, Botian Shi, Yu Qiao, Lianwen Jin

DOI: 10.1007/978-3-032-37362-5_32

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Fields of Study & Subjects

Handwritten Text Recognition Techniques Multimodal Machine Learning Applications Advanced Neural Network Applications