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Improving Structured Text Recognition with Regular Expression Biasing



Baoguang Shi , Wenfeng Cheng , Yijuan Lu , Cha Zhang , Dinei Florencio


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TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models



Minghao Li , Tengchao Lv , Lei Cui , Yijuan Lu , Dinei Florencio , Cha Zhang , Zhoujun Li , Furu Wei

* Work in Progress 

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LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding



Yiheng Xu , Tengchao Lv , Lei Cui , Guoxin Wang , Yijuan Lu , Dinei Florencio , Cha Zhang , Furu Wei

* Work in progress 

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LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding



Yang Xu , Yiheng Xu , Tengchao Lv , Lei Cui , Furu Wei , Guoxin Wang , Yijuan Lu , Dinei Florencio , Cha Zhang , Wanxiang Che , Min Zhang , Lidong Zhou

* Work in progress 

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TAP: Text-Aware Pre-training for Text-VQA and Text-Caption



Zhengyuan Yang , Yijuan Lu , Jianfeng Wang , Xi Yin , Dinei Florencio , Lijuan Wang , Cha Zhang , Lei Zhang , Jiebo Luo


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RePr: Improved Training of Convolutional Filters



Aaditya Prakash , James Storer , Dinei Florencio , Cha Zhang


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A Fusion Framework for Camouflaged Moving Foreground Detection in the Wavelet Domain



Shuai Li , Dinei Florencio , Wanqing Li , Yaqin Zhao , Chris Cook

* 13 pages, accepted by IEEE TIP 

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Deep Learning Based Speech Beamforming



Kaizhi Qian , Yang Zhang , Shiyu Chang , Xuesong Yang , Dinei Florencio , Mark Hasegawa-Johnson

* Accepted in The 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2018) 

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Foreground Detection in Camouflaged Scenes



Shuai Li , Dinei Florencio , Yaqin Zhao , Chris Cook , Wanqing Li

* IEEE International Conference on Image Processing, 2017 

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