PP-DocLayout: A Unified Document Layout Detection Model to Accelerate Large-Scale Data Construction

Layoutlmv2: Multi-modal pre-training for visually-rich document understanding

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Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, et al · 2012

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Distilling the knowledge in a neural network

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Faster r-cnn: Towards real-time object detection with region proposal networks

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Publaynet: largest dataset ever for document layout analysis

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Xu Zhong, Jianbin Tang, and Antonio Jimeno Yepes · 2019

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Pp-picodet: A better real-time object detector on mobile devices

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Guanghua Yu, Qinyao Chang, Wenyu Lv, Chang Xu, Cheng Cui, Wei Ji, Qingqing Dang, Kaipeng Deng, Guanzhong Wang, Yuning Du, et al · 2021

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Layoutlmv3: Pre-training for document ai with unified text and image masking

Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, and Furu Wei · 2022

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Dit: Self-supervised pre-training for document image transformer

Junlong Li, Yiheng Xu, Tengchao Lv, Lei Cui, Cha Zhang, and Furu Wei · 2022

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Layoutlm: Pre-training of text and layout for document image understanding

Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, and Ming Zhou

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Detrs beat yolos on real-time object detection

Yian Zhao, Wenyu Lv, Shangliang Xu, Jinman Wei, Guanzhong Wang, Qingqing Dang, Yi Liu, and Jie Chen

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Doclayout-yolo: Enhancing document layout analysis through diverse synthetic data and global-to-local adaptive perception

Original

Zhiyuan Zhao, Hengrui Kang, Bin Wang, and Conghui He

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Doclaynet: A large human-annotated dataset for document-layout segmentation

Birgit Pfitzmann, Christoph Auer, Michele Dolfi, Ahmed S Nassar, and Peter Staar · 2022

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Vision grid transformer for document layout analysis

Cheng Da, Chuwei Luo, Qi Zheng, and Cong Yao · 2023

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Yolov10: Real-time end-to-end object detection

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Ao Wang, Hui Chen, Lihao Liu, Kai Chen, Zijia Lin, Jungong Han, and Guiguang Ding · 2024

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General ocr theory: Towards ocr-2.0 via a unified end-to-end model

Haoran Wei, Chenglong Liu, Jinyue Chen, Jia Wang, Lingyu Kong, Yanming Xu, Zheng Ge, Liang Zhao, Jianjian Sun, Yuang Peng, et al · 2024

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