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GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing

Dec 22, 2020
Xianxu Hou, Xiaokang Zhang, Linlin Shen, Zhihui Lai, Jun Wan


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HI-Net: Hyperdense Inception 3D UNet for Brain Tumor Segmentation

Dec 12, 2020
Saqib Qamar, Parvez Ahmad, Linlin Shen

* Accepted for MICCAI BraTS 2020 

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Robust Facial Landmark Detection by Cross-order Cross-semantic Deep Network

Nov 16, 2020
Jun Wan, Zhihui Lai, Linlin Shen, Jie Zhou, Can Gao, Gang Xiao, Xianxu Hou

* This paper has been accepted by Neural Networks, November 2020 

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Context Aware 3D UNet for Brain Tumor Segmentation

Oct 25, 2020
Parvez Ahmad, Saqib Qamar, Linlin Shen, Adnan Saeed

* MICCAI 2020 Brain Lesions (BrainLes) Workshop 

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Think about boundary: Fusing multi-level boundary information for landmark heatmap regression

Aug 25, 2020
Jinheng Xie, Jun Wan, Linlin Shen, Zhihui Lai

* 12 pages, 9 figures 

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MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint

Jul 30, 2020
Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng

* The first two authors contributed equally 

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TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification

Jul 29, 2020
Wenting Chen, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Chunyan Chu, Linlin Shen, Yefeng Zheng

* MICCAI 2020 

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Translate the Facial Regions You Like Using Region-Wise Normalization

Jul 29, 2020
Wenshuang Liu, Wenting Chen, Linlin Shen

* 13 pages, 13 figures 

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Instance-aware Self-supervised Learning for Nuclei Segmentation

Jul 22, 2020
Xinpeng Xie, Jiawei Chen, Yuexiang Li, Linlin Shen, Kai Ma, Yefeng Zheng

* MICCAI 2020; The first two authors contributed equally 

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Geometry Constrained Weakly Supervised Object Localization

Jul 19, 2020
Weizeng Lu, Xi Jia, Weicheng Xie, Linlin Shen, Yicong Zhou, Jinming Duan

* This paper (ID 5424) is accepted to ECCV 2020 

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WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation

May 29, 2020
Qiufu Li, Linlin Shen

* 7 pages, 7 figures 

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Wavelet Integrated CNNs for Noise-Robust Image Classification

May 07, 2020
Qiufu Li, Linlin Shen, Sheng Guo, Zhihui Lai

* CVPR accepted paper 

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Imbalanced Data Learning by Minority Class Augmentation using Capsule Adversarial Networks

Apr 08, 2020
Pourya Shamsolmoali, Masoumeh Zareapoor, Linlin Shen, Abdul Hamid Sadka, Jie Yang


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Improving Variational Autoencoder with Deep Feature Consistent and Generative Adversarial Training

Jun 04, 2019
Xianxu Hou, Ke Sun, Linlin Shen, Guoping Qiu

* Accepted in Neurocomputing, 2019. arXiv admin note: text overlap with arXiv:1610.00291 

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Inferring Dynamic Representations of Facial Actions from a Still Image

Apr 04, 2019
Siyang Song, Enrique Sánchez-Lozano, Linlin Shen, Alan Johnston, Michel Valstar

* 10 pages, 5 figures 

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Look, Investigate, and Classify: A Deep Hybrid Attention Method for Breast Cancer Classification

Feb 28, 2019
Bolei Xu, Jingxin Liu, Xianxu Hou, Bozhi Liu, Jon Garibaldi, Ian O. Ellis, Andy Green, Linlin Shen, Guoping Qiu

* Accepted to ISBI'19 

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Texture Deformation Based Generative Adversarial Networks for Face Editing

Dec 24, 2018
WenTing Chen, Xinpeng Xie, Xi Jia, Linlin Shen

* 10 pages, 6 figures, 3 tables 

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A Self-Organizing Tensor Architecture for Multi-View Clustering

Oct 18, 2018
Lifang He, Chun-ta Lu, Yong Chen, Jiawei Zhang, Linlin Shen, Philip S. Yu, Fei Wang

* 2018 IEEE International Conference on Data Mining (ICDM) 

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Reversed Active Learning based Atrous DenseNet for Pathological Image Classification

Jul 06, 2018
Yuexiang Li, Xinpeng Xie, Linlin Shen, Shaoxiong Liu


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Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification

May 03, 2018
Siyang Song, Shuimei Zhang, Björn Schuller, Linlin Shen, Michel Valstar

* Paper accepted in IJCNN 2018 

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Active Learning for Breast Cancer Identification

Apr 18, 2018
Xinpeng Xie, Yuexiang Li, Linlin Shen


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Skin Lesion Analysis Towards Melanoma Detection Using Deep Learning Network

Nov 22, 2017
Yuexiang Li, Linlin Shen

* ISIC2017 

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Latent Constrained Correlation Filters for Object Localization

Jun 03, 2017
Shangzhen Luan, Baochang Zhang, Jungong Han, Chen Chen, Ling Shao, Alessandro Perina, Linlin Shen

* There are small problems and theories need to be perfected 

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Skin Lesion Classification using Class Activation Map

Mar 03, 2017
Xi Jia, Linlin Shen


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Output Constraint Transfer for Kernelized Correlation Filter in Tracking

Dec 16, 2016
Baochang Zhang, Zhigang Li, Xianbin Cao, Qixiang Ye, Chen Chen, Linlin Shen, Alessandro Perina, Rongrong Ji

* arXiv admin note: text overlap with arXiv:1404.7584 by other authors 

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Deep Feature Consistent Variational Autoencoder

Oct 02, 2016
Xianxu Hou, Linlin Shen, Ke Sun, Guoping Qiu


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Object Specific Deep Learning Feature and Its Application to Face Detection

Sep 06, 2016
Xianxu Hou, Ke Sun, Linlin Shen, Guoping Qiu


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LOAD: Local Orientation Adaptive Descriptor for Texture and Material Classification

Apr 22, 2015
Xianbiao Qi, Guoying Zhao, Linlin Shen, Qingquan Li, Matti Pietikainen

* 13 pages, 7 figures 

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The BeiHang Keystroke Dynamics Authentication System

Oct 15, 2013
Juan Liu, Baochang Zhang, Linlin Shen, Jianzhuang Liu, Jason Zhao

* 25 pages,17 figures,5 tables 

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