标题/作者	年份
Layoutlm: Pre-training of text and layout for document image understanding Y Xu, M Li, L Cui, S Huang, F Wei, M Zhou Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …	2020
Layoutlmv2: Multi-modal pre-training for visually-rich document understanding Y Xu, Y Xu, T Lv, L Cui, F Wei, G Wang, Y Lu, D Florencio, C Zhang, ... arXiv preprint arXiv:2012.14740	2020
Image-based table recognition: data, model, and evaluation X Zhong, E ShafieiBavani, A Jimeno Yepes European conference on computer vision, 564-580	2020
Docformer: End-to-end transformer for document understanding S Appalaraju, B Jasani, BU Kota, Y Xie, R Manmatha Proceedings of the IEEE/CVF international conference on computer vision, 993 …	2021
DocBank: A benchmark dataset for document layout analysis M Li, Y Xu, L Cui, S Huang, F Wei, Z Li, M Zhou arXiv preprint arXiv:2006.01038	2020
Layoutlmv3: Pre-training for document ai with unified text and image masking Y Huang, T Lv, L Cui, Y Lu, F Wei Proceedings of the 30th ACM International Conference on Multimedia, 4083-4091	2022
Selfdoc: Self-supervised document representation learning P Li, J Gu, J Kuen, VI Morariu, H Zhao, R Jain, V Manjunatha, H Liu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …	2021
Layoutparser: A unified toolkit for deep learning based document image analysis Z Shen, R Zhang, M Dell, BCG Lee, J Carlson, W Li Document Analysis and Recognition–ICDAR 2021: 16th International Conference …	2021
Layoutxlm: Multimodal pre-training for multilingual visually-rich document understanding Y Xu, T Lv, L Cui, G Wang, Y Lu, D Florencio, C Zhang, F Wei arXiv preprint arXiv:2104.08836	2021
Layouttransformer: Layout generation and completion with self-attention K Gupta, J Lazarow, A Achille, LS Davis, V Mahadevan, A Shrivastava Proceedings of the IEEE/CVF International Conference on Computer Vision …	2021
Variational transformer networks for layout generation DM Arroyo, J Postels, F Tombari Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …	2021
Cdec-net: Composite deformable cascade network for table detection in document images M Agarwal, A Mondal, CV Jawahar 2020 25th International Conference on Pattern Recognition (ICPR), 9491-9498	2021
Dit: Self-supervised pre-training for document image transformer J Li, Y Xu, T Lv, L Cui, C Zhang, F Wei Proceedings of the 30th ACM International Conference on Multimedia, 3530-3539	2022
Unidoc: Unified pretraining framework for document understanding J Gu, J Kuen, VI Morariu, H Zhao, R Jain, N Barmpalios, A Nenkova, ... Advances in Neural Information Processing Systems 34, 39-50	2021
Cross-domain document object detection: Benchmark suite and method K Li, C Wigington, C Tensmeyer, H Zhao, N Barmpalios, VI Morariu, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …	2020
Infographicvqa M Mathew, V Bagal, R Tito, D Karatzas, E Valveny, CV Jawahar Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …	2022
VSR: a unified framework for document layout analysis combining vision, semantics and relations P Zhang, C Li, L Qiao, Z Cheng, S Pu, Y Niu, F Wu Document Analysis and Recognition–ICDAR 2021: 16th International Conference …	2021
ICDAR 2021 competition on scientific literature parsing A Jimeno Yepes, P Zhong, D Burdick Document Analysis and Recognition–ICDAR 2021: 16th International Conference …	2021
Xylayoutlm: Towards layout-aware multimodal networks for visually-rich document understanding Z Gu, C Meng, K Wang, J Lan, W Wang, M Gu, L Zhang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …	2022
A large dataset of historical Japanese documents with complex layouts Z Shen, K Zhang, M Dell Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …	2020

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