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A New Neuromorphic Computing Approach for Epileptic Seizure Prediction


Feb 25, 2021
Fengshi Tian, Jie Yang, Shiqi Zhao, Mohamad Sawan

* 2021 IEEE International Symposium on Circuits and Systems (ISCAS) 
* Accepted to 2021 IEEE International Symposium on Circuits and Systems (ISCAS) 

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Deep Deformation Detail Synthesis for Thin Shell Models


Feb 23, 2021
Lan Chen, Lin Gao, Jie Yang, Shibiao Xu, Juntao Ye, Xiaopeng Zhang, Yu-Kun Lai

* 15 pages, 16 figures 

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Mobile-end Tone Mapping based on Integral Image and Integral Histogram


Feb 02, 2021
Jie Yang, Mengchen Lin, Ziyi Liu, Ulian Shahnovich, Orly Yadid-Pecht


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Tone Mapping Based on Multi-scale Histogram Synthesis


Jan 31, 2021
Jie Yang, Ziyi Liu, Ulian Shahnovich, Orly Yadid-Pecht


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OAS-Net: Occlusion Aware Sampling Network for Accurate Optical Flow


Jan 31, 2021
Lingtong Kong, Xiaohang Yang, Jie Yang

* Accepted by ICASSP 2021 

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Deep Reformulated Laplacian Tone Mapping


Jan 31, 2021
Jie Yang, Ziyi Liu, Mengchen Lin, Svetlana Yanushkevich, Orly Yadid-Pecht


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A Survey on Extraction of Causal Relations from Natural Language Text


Jan 16, 2021
Jie Yang, Soyeon Caren Han, Josiah Poon


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WDR FACE: The First Database for Studying Face Detection in Wide Dynamic Range


Jan 11, 2021
Ziyi Liu, Jie Yang, Mengchen Lin, Kenneth Kam Fai Lai, Svetlana Yanushkevich, Orly Yadid-Pecht


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Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies


Dec 26, 2020
Pourya Shamsolmoali, Masoumeh Zareapoor, Eric Granger, Huiyu Zhou, Ruili Wang, M. Emre Celebi, Jie Yang


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Communication and Localization with Extremely Large Lens Antenna Array


Dec 21, 2020
Jie Yang, Yong Zeng, Shi Jin, Chao-Kai Wen, Pingping Xu

* Paper accepted for publication in IEEE Transactions on Wireless Communications 

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DFR: Deep Feature Reconstruction for Unsupervised Anomaly Segmentation


Dec 13, 2020
Jie Yang, Yong Shi, Zhiquan Qi


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Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT


Dec 10, 2020
Yulei Qin, Hao Zheng, Yun Gu, Xiaolin Huang, Jie Yang, Lihui Wang, Feng Yao, Yue-Min Zhu, Guang-Zhong Yang

* 14 pages, submitted to IEEE TMI 

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Multiscale Mesh Deformation Component Analysis with Attention-based Autoencoders


Dec 04, 2020
Jie Yang, Lin Gao, Qingyang Tan, Yihua Huang, Shihong Xia, Yu-Kun Lai

* 15 pages 

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Alleviating Class-wise Gradient Imbalance for Pulmonary Airway Segmentation


Nov 24, 2020
Hao Zheng, Yulei Qin, Yun Gu, Fangfang Xie, Jie Yang, Jiayuan Sun, Guang-zhong Yang


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Learn Robust Features via Orthogonal Multi-Path


Oct 23, 2020
Kun Fang, Yingwen Wu, Tao Li, Xiaolin Huang, Jie Yang


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One-shot Distributed Algorithm for Generalized Eigenvalue Problem


Oct 22, 2020
Kexin Lv, Fan He, Xiaolin Huang, Jie Yang, Liming Chen


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Deep Learning for Distinguishing Normal versus Abnormal Chest Radiographs and Generalization to Unseen Diseases


Oct 22, 2020
Zaid Nabulsi, Andrew Sellergren, Shahar Jamshy, Charles Lau, Eddie Santos, Atilla P. Kiraly, Wenxing Ye, Jie Yang, Sahar Kazemzadeh, Jin Yu, Raju Kalidindi, Mozziyar Etemadi, Florencia Garcia Vicente, David Melnick, Greg S. Corrado, Lily Peng, Krish Eswaran, Daniel Tse, Neeral Beladia, Yun Liu, Po-Hsuan Cameron Chen, Shravya Shetty


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RISA-Net: Rotation-Invariant Structure-Aware Network for Fine-Grained 3D Shape Retrieval


Oct 02, 2020
Rao Fu, Jie Yang, Jiawei Sun, Fang-Lue Zhang, Yu-Kun Lai, Lin Gao

* The code and dataset are available at: https://github.com/IGLICT/RisaNET 

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Multi-Level Graph Convolutional Network with Automatic Graph Learning for Hyperspectral Image Classification


Sep 19, 2020
Sheng Wan, Chen Gong, Shirui Pan, Jie Yang, Jian Yang


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End-to-end Kernel Learning via Generative Random Fourier Features


Sep 10, 2020
Kun Fang, Xiaolin Huang, Fanghui Liu, Jie Yang


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Improving Language Generation with Sentence Coherence Objective


Sep 07, 2020
Ruixiao Sun, Jie Yang, Mehrdad Yousefzadeh

* 11 pages, 9 figures 

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DSM-Net: Disentangled Structured Mesh Net for Controllable Generation of Fine Geometry


Aug 14, 2020
Jie Yang, Kaichun Mo, Yu-Kun Lai, Leonidas J. Guibas, Lin Gao


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Road Segmentation for Remote Sensing Images using Adversarial Spatial Pyramid Networks


Aug 10, 2020
Pourya Shamsolmoali, Masoumeh Zareapoor, Huiyu Zhou, Ruili Wang, Jie Yang


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Oversampling Adversarial Network for Class-Imbalanced Fault Diagnosis


Aug 07, 2020
Masoumeh Zareapoor, Pourya Shamsolmoali, Jie Yang


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Novel Subtypes of Pulmonary Emphysema Based on Spatially-Informed Lung Texture Learning


Jul 09, 2020
Jie Yang, Elsa D. Angelini, Pallavi P. Balte, Eric A. Hoffman, John H. M. Austin, Benjamin M. Smith, R. Graham Barr, Andrew F. Laine


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FDFlowNet: Fast Optical Flow Estimation using a Deep Lightweight Network


Jun 22, 2020
Lingtong Kong, Jie Yang

* Accepted by ICIP 2020 

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Analysis of Least Squares Regularized Regression in Reproducing Kernel Krein Spaces


Jun 01, 2020
Fanghui Liu, Lei Shi, Xiaolin Huang, Jie Yang, Johan A. K. Suykens


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Hierarchical Feature Embedding for Attribute Recognition


May 23, 2020
Jie Yang, Jiarou Fan, Yiru Wang, Yige Wang, Weihao Gan, Lin Liu, Wei Wu

* CVPR 2020 

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Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting


May 13, 2020
Xiyang Liu, Jie Yang, Wenrui Ding


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