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


Apr 18, 2021
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


Dec 29, 2020
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


Dec 08, 2020
Zhengyuan Yang, Yijuan Lu, Jianfeng Wang, Xi Yin, Dinei Florencio, Lijuan Wang, Cha Zhang, Lei Zhang, Jiebo Luo


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Multimodal active speaker detection and virtual cinematography for video conferencing


Feb 12, 2020
Ross Cutler, Ramin Mehran, Sam Johnson, Cha Zhang, Adam Kirk, Oliver Whyte, Adarsh Kowdle


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Improving the Adversarial Robustness of Transfer Learning via Noisy Feature Distillation


Feb 07, 2020
Ting-Wu Chin, Cha Zhang, Diana Marculescu

* Preprint 

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LeGR: Filter Pruning via Learned Global Ranking


Apr 28, 2019
Ting-Wu Chin, Ruizhou Ding, Cha Zhang, Diana Marculescu

* 8 pages, 5 figures, 2 tables 

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RePr: Improved Training of Convolutional Filters


Nov 26, 2018
Aaditya Prakash, James Storer, Dinei Florencio, Cha Zhang


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Layer-compensated Pruning for Resource-constrained Convolutional Neural Networks


Oct 18, 2018
Ting-Wu Chin, Cha Zhang, Diana Marculescu

* 11 pages, 8 figures, work in progress 

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Orthogonal and Idempotent Transformations for Learning Deep Neural Networks


Jul 19, 2017
Jingdong Wang, Yajie Xing, Kexin Zhang, Cha Zhang


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Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label Distribution


Sep 24, 2016
Emad Barsoum, Cha Zhang, Cristian Canton Ferrer, Zhengyou Zhang

* Submitted to ICMI 2016 

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Precision Enhancement of 3D Surfaces from Multiple Compressed Depth Maps


Feb 25, 2014
Pengfei Wan, Gene Cheung, Philip A. Chou, Dinei Florencio, Cha Zhang, Oscar C. Au

* This work was accepted as ongoing work paper in IEEE MMSP'2013 

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