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CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations


Oct 05, 2022
Lin Xu, Qixian Zhou, Jinlan Fu, Min-Yen Kan, See-Kiong Ng


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2nd Place Solution for IJCAI-PRICAI 2020 3D AI Challenge: 3D Object Reconstruction from A Single Image


May 28, 2021
Yichen Cao, Yufei Wei, Shichao Liu, Lin Xu

* IJCAI 2020 workshop 
* 5 pages, 2 figures, 5 tables 

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IDEAL: Independent Domain Embedding Augmentation Learning


May 21, 2021
Zhiyuan Chen, Guang Yao, Wennan Ma, Lin Xu

* 11 pages, 2 figures, 4 tables 

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EMface: Detecting Hard Faces by Exploring Receptive Field Pyraminds


May 21, 2021
Leilei Cao, Yao Xiao, Lin Xu

* 6 pages, 5 figures 

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Premise-based Multimodal Reasoning: A Human-like Cognitive Process


May 15, 2021
Qingxiu Dong, Ziwei Qin, Heming Xia, Tian Feng, Shoujie Tong, Haoran Meng, Lin Xu, Tianyu Liu, Zuifang Sui, Weidong Zhan, Sujian Li, Zhongyu Wei


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Social determinants of health in the era of artificial intelligence with electronic health records: A systematic review


Jan 22, 2021
Anusha Bompelli, Yanshan Wang, Ruyuan Wan, Esha Singh, Yuqi Zhou, Lin Xu, David Oniani, Bhavani Singh Agnikula Kshatriya, Joyce, E. Balls-Berry, Rui Zhang

* 27 pages, 5 figures 

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Unifying Relational Sentence Generation and Retrieval for Medical Image Report Composition


Jan 09, 2021
Fuyu Wang, Xiaodan Liang, Lin Xu, Liang Lin

* To appear in IEEE Transactions on Cybernetics 2021. We attempt to resolve the challenging medical report composition task by i) enforcing the semantic consistency of medical terms to be incorporated into the final reports; and ii) encouraging the sentence generation for rare abnormal descriptions 

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Channel-wise Distillation for Semantic Segmentation


Nov 26, 2020
Changyong Shu, Yifan Liu, Jianfei Gao, Lin Xu, Chunhua Shen

* Code is available at: https://git.io/ChannelDis 

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MedDG: A Large-scale Medical Consultation Dataset for Building Medical Dialogue System


Oct 15, 2020
Wenge Liu, Jianheng Tang, Jinghui Qin, Lin Xu, Zhen Li, Xiaodan Liang

* Data and code are available at https://github.com/lwgkzl/MedDG 

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Polarimetric SAR Image Semantic Segmentation with 3D Discrete Wavelet Transform and Markov Random Field


Aug 05, 2020
Haixia Bi, Lin Xu, Xiangyong Cao, Yong Xue, Zongben Xu

* IEEE Transactions on Image Processing (2020) 

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