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Yu Zhang

Senior Member, IEEE

Improved Trainable Calibration Method for Neural Networks on Medical Imaging Classification

Sep 09, 2020
Gongbo Liang, Yu Zhang, Xiaoqin Wang, Nathan Jacobs

* Accepted to the 31th British Machine Vision Conference (BMVC 2020) 

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WaveGrad: Estimating Gradients for Waveform Generation

Sep 02, 2020
Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, William Chan


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An End-to-End Attack on Text-based CAPTCHAs Based on Cycle-Consistent Generative Adversarial Network

Aug 26, 2020
Chunhui Li, Xingshu Chen, Haizhou Wang, Yu Zhang, Peiming Wang


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Better Than Reference In Low Light Image Enhancement: Conditional Re-Enhancement Networks

Aug 26, 2020
Yu Zhang, Xiaoguang Di, Bin Zhang, Ruihang Ji, Chunhui Wang

* 10 pages, 8 figures 

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Fast and Accurate Neural CRF Constituency Parsing

Aug 09, 2020
Yu Zhang, Houquan Zhou, Zhenghua Li

* IJCAI 2020 

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MiNet: Mixed Interest Network for Cross-Domain Click-Through Rate Prediction

Aug 07, 2020
Wentao Ouyang, Xiuwu Zhang, Lei Zhao, Jinmei Luo, Yu Zhang, Heng Zou, Zhaojie Liu, Yanlong Du

* CIKM 2020 

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Multi-source Heterogeneous Domain Adaptation with Conditional Weighting Adversarial Network

Aug 06, 2020
Yuan Yao, Xutao Li, Yu Zhang, Yunming Ye

* 12 pages, 7 figures 

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A Study on Evaluation Standard for Automatic Crack Detection Regard the Random Fractal

Jul 23, 2020
Hongyu Li, Jihe Wang, Yu Zhang, Zirui Wang, Tiejun Wang


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Deep Image Clustering with Category-Style Representation

Jul 20, 2020
Junjie Zhao, Donghuan Lu, Kai Ma, Yu Zhang, Yefeng Zheng

* Accepted at ECCV 2020. Project address: https://github.com/sKamiJ/DCCS 

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Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding

Jul 18, 2020
Yu Meng, Yunyi Zhang, Jiaxin Huang, Yu Zhang, Chao Zhang, Jiawei Han

* KDD 2020 Research Track. (Code: https://github.com/yumeng5/JoSH

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Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge

Jul 11, 2020
Yue Sun, Kun Gao, Zhengwang Wu, Zhihao Lei, Ying Wei, Jun Ma, Xiaoping Yang, Xue Feng, Li Zhao, Trung Le Phan, Jitae Shin, Tao Zhong, Yu Zhang, Lequan Yu, Caizi Li, Ramesh Basnet, M. Omair Ahmad, M. N. S. Swamy, Wenao Ma, Qi Dou, Toan Duc Bui, Camilo Bermudez Noguera, Bennett Landman, Ian H. Gotlib, Kathryn L. Humphreys, Sarah Shultz, Longchuan Li, Sijie Niu, Weili Lin, Valerie Jewells, Gang Li, Dinggang Shen, Li Wang


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Allocation of Multi-Robot Tasks with Task Variants

Jul 01, 2020
Zakk Giacometti, Yu Zhang


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Achieving Multi-Tasking Robots in Multi-Robot Tasks

Jul 01, 2020
Yu Zhang, Winston Smith


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A Dataset for Evaluating Multi-spectral Motion Estimation Methods

Jul 01, 2020
Weichen Dai, Yu Zhang, Shenzhou Chen, Donglei Sun, Da Kong


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Offline Handwritten Chinese Text Recognition with Convolutional Neural Networks

Jun 28, 2020
Brian Liu, Xianchao Xu, Yu Zhang

* 6 pages, 5 figures, and 3 tables 

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Momentum Contrastive Learning for Few-Shot COVID-19 Diagnosis from Chest CT Images

Jun 16, 2020
Xiaocong Chen, Lina Yao, Tao Zhou, Jinming Dong, Yu Zhang


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Distant Transfer Learning via Deep Random Walk

Jun 13, 2020
Qiao Xiao, Yu Zhang


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Minimally Supervised Categorization of Text with Metadata

Jun 02, 2020
Yu Zhang, Yu Meng, Jiaxin Huang, Frank F. Xu, Xuan Wang, Jiawei Han

* 10 pages; Accepted to SIGIR 2020 

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M2Net: Multi-modal Multi-channel Network for Overall Survival Time Prediction of Brain Tumor Patients

Jun 01, 2020
Tao Zhou, Huazhu Fu, Yu Zhang, Changqing Zhang, Xiankai Lu, Jianbing Shen, Ling Shao

* Accepted by MICCAI'20 

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Attention: to Better Stand on the Shoulders of Giants

May 27, 2020
Sha Yuan, Zhou Shao, Yu Zhang, Xingxing Wei, Tong Xiao, Yifan Wang, Jie Tang

* arXiv admin note: text overlap with arXiv:1811.02117, arXiv:1811.02129 

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Improved Noisy Student Training for Automatic Speech Recognition

May 19, 2020
Daniel S. Park, Yu Zhang, Ye Jia, Wei Han, Chung-Cheng Chiu, Bo Li, Yonghui Wu, Quoc V. Le

* 5 pages, 5 figures, 4 tables. Submitted to Interspeech 2020 

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RNN-T Models Fail to Generalize to Out-of-Domain Audio: Causes and Solutions

May 17, 2020
Chung-Cheng Chiu, Arun Narayanan, Wei Han, Rohit Prabhavalkar, Yu Zhang, Navdeep Jaitly, Ruoming Pang, Tara N. Sainath, Patrick Nguyen, Liangliang Cao, Yonghui Wu

* Submitted to Interspeech 2020 

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Conformer: Convolution-augmented Transformer for Speech Recognition

May 16, 2020
Anmol Gulati, James Qin, Chung-Cheng Chiu, Niki Parmar, Yu Zhang, Jiahui Yu, Wei Han, Shibo Wang, Zhengdong Zhang, Yonghui Wu, Ruoming Pang

* Submitted to Interspeech 2020 

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ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context

May 16, 2020
Wei Han, Zhengdong Zhang, Yu Zhang, Jiahui Yu, Chung-Cheng Chiu, James Qin, Anmol Gulati, Ruoming Pang, Yonghui Wu

* Submitted to Interspeech 2020 

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Efficient Second-Order TreeCRF for Neural Dependency Parsing

May 03, 2020
Yu Zhang, Zhenghua Li, Min Zhang

* ACL 2020 

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