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Temporal Feature Fusion with Sampling Pattern Optimization for Multi-echo Gradient Echo Acquisition and Image Reconstruction


Mar 10, 2021
Jinwei Zhang, Hang Zhang, Chao Li, Pascal Spincemaille, Mert Sabuncu, Thanh D. Nguyen, Yi Wang


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NeRD: Neural Representation of Distribution for Medical Image Segmentation


Mar 06, 2021
Hang Zhang, Rongguang Wang, Jinwei Zhang, Chao Li, Gufeng Yang, Pascal Spincemaille, Thanh Nguyen, Yi Wang

* 12 pages, 11 figures 

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GLGE: A New General Language Generation Evaluation Benchmark


Nov 24, 2020
Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang, Jian Jiao, Weizhu Chen, Jie Fu, Linjun Shou, Ming Gong, Pengcheng Wang, Jiusheng Chen, Daxin Jiang, Jiancheng Lv, Ruofei Zhang, Winnie Wu, Ming Zhou, Nan Duan

* 11 pages 

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Ensembling Low Precision Models for Binary Biomedical Image Segmentation


Oct 16, 2020
Tianyu Ma, Hang Zhang, Hanley Ong, Amar Vora, Thanh D. Nguyen, Ajay Gupta, Yi Wang, Mert Sabuncu

* 10 pages, 4 figures 

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Geometric Loss for Deep Multiple Sclerosis lesion Segmentation


Sep 29, 2020
Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang

* 5 pages, three figures 

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Differential Viewpoints for Ground Terrain Material Recognition


Sep 22, 2020
Jia Xue, Hang Zhang, Ko Nishino, Kristin J. Dana

* IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 2020 
* IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). arXiv admin note: substantial text overlap with arXiv:1612.02372 

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Efficient Folded Attention for 3D Medical Image Reconstruction and Segmentation


Sep 13, 2020
Hang Zhang, Jinwei Zhang, Rongguang Wang, Qihao Zhang, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang

* 9 pages, 7 figures 

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Extending LOUPE for K-space Under-sampling Pattern Optimization in Multi-coil MRI


Jul 28, 2020
Jinwei Zhang, Hang Zhang, Alan Wang, Qihao Zhang, Mert Sabuncu, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang


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Character Matters: Video Story Understanding with Character-Aware Relations


May 09, 2020
Shijie Geng, Ji Zhang, Zuohui Fu, Peng Gao, Hang Zhang, Gerard de Melo


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Improving Semantic Segmentation via Self-Training


May 06, 2020
Yi Zhu, Zhongyue Zhang, Chongruo Wu, Zhi Zhang, Tong He, Hang Zhang, R. Manmatha, Mu Li, Alexander Smola


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Let's be Humorous: Knowledge Enhanced Humor Generation


Apr 28, 2020
Hang Zhang, Dayiheng Liu, Jiancheng Lv, Cheng Luo

* 6 pages, 4 figures, accepted by ACL2020 SRW 

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ResNeSt: Split-Attention Networks


Apr 19, 2020
Hang Zhang, Chongruo Wu, Zhongyue Zhang, Yi Zhu, Zhi Zhang, Haibin Lin, Yue Sun, Tong He, Jonas Mueller, R. Manmatha, Mu Li, Alexander Smola


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FairNN- Conjoint Learning of Fair Representations for Fair Decisions


Apr 11, 2020
Tongxin Hu, Vasileios Iosifidis, Wentong Liao, Hang Zhang, Michael YingYang, Eirini Ntoutsi, Bodo Rosenhahn

* Code will be available 

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AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data


Mar 13, 2020
Nick Erickson, Jonas Mueller, Alexander Shirkov, Hang Zhang, Pedro Larroy, Mu Li, Alexander Smola


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RSANet: Recurrent Slice-wise Attention Network for Multiple Sclerosis Lesion Segmentation


Feb 27, 2020
Hang Zhang, Jinwei Zhang, Qihao Zhang, Jeremy Kim, Shun Zhang, Susan A. Gauthier, Pascal Spincemaille, Thanh D. Nguyen, Mert R. Sabuncu, Yi Wang

* Accepted for publication in MICCAI 2019 

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Permutation Recovery from Multiple Measurement Vectors in Unlabeled Sensing


Sep 05, 2019
Hang Zhang, Martin Slawski, Ping Li


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2nd Place Solution to the GQA Challenge 2019


Aug 16, 2019
Shijie Geng, Ji Zhang, Hang Zhang, Ahmed Elgammal, Dimitris N. Metaxas


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A Computer Vision Application for Assessing Facial Acne Severity from Selfie Images


Jul 31, 2019
Tingting Zhao, Hang Zhang, Jacob Spoelstra

* 4 pages, 6 figures. To be presented at the 2019 KDD workshop on Applied data science in Healthcare: bridging the gap between data and knowledge 

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GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing


Jul 09, 2019
Jian Guo, He He, Tong He, Leonard Lausen, Mu Li, Haibin Lin, Xingjian Shi, Chenguang Wang, Junyuan Xie, Sheng Zha, Aston Zhang, Hang Zhang, Zhi Zhang, Zhongyue Zhang, Shuai Zheng


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Dynamic Mini-batch SGD for Elastic Distributed Training: Learning in the Limbo of Resources


May 02, 2019
Haibin Lin, Hang Zhang, Yifei Ma, Tong He, Zhi Zhang, Sheng Zha, Mu Li


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Bag of Freebies for Training Object Detection Neural Networks


Apr 12, 2019
Zhi Zhang, Tong He, Hang Zhang, Zhongyue Zhang, Junyuan Xie, Mu Li


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DenseAttentionSeg: Segment Hands from Interacted Objects Using Depth Input


Mar 29, 2019
Zihao Bo, Hang Zhang, Junhai Yong, Feng Xu


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Blaze: Simplified High Performance Cluster Computing


Feb 06, 2019
Junhao Li, Hang Zhang


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Bag of Tricks for Image Classification with Convolutional Neural Networks


Dec 05, 2018
Tong He, Zhi Zhang, Hang Zhang, Zhongyue Zhang, Junyuan Xie, Mu Li

* 10 pages, 9 tables, 4 figures 

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Deep Texture Manifold for Ground Terrain Recognition


Apr 03, 2018
Jia Xue, Hang Zhang, Kristin Dana


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Context Encoding for Semantic Segmentation


Mar 23, 2018
Hang Zhang, Kristin Dana, Jianping Shi, Zhongyue Zhang, Xiaogang Wang, Ambrish Tyagi, Amit Agrawal

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 

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