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Online Refinement of Low-level Feature Based Activation Map for Weakly Supervised Object Localization


Oct 12, 2021
Jinheng Xie, Cheng Luo, Xiangping Zhu, Ziqi Jin, Weizeng Lu, Linlin Shen

* Accepted to ICCV 2021.(corrected some minor mistakes) 

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Manifold-preserved GANs


Sep 18, 2021
Haozhe Liu, Hanbang Liang, Xianxu Hou, Haoqian Wu, Feng Liu, Linlin Shen


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Taming Self-Supervised Learning for Presentation Attack Detection: In-Image De-Folding and Out-of-Image De-Mixing


Sep 09, 2021
Haozhe Liu, Zhe Kong, Raghavendra Ramachandra, Feng Liu, Linlin Shen, Christoph Busch


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WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification


Jul 28, 2021
Qiufu Li, Linlin Shen, Sheng Guo, Zhihui Lai

* IEEE TIP accepted paper. arXiv admin note: substantial text overlap with arXiv:2005.03337 

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Learning from Pseudo Lesion: A Self-supervised Framework for COVID-19 Diagnosis


Jun 23, 2021
Zhongliang Li, Zhihao Jin, Xuechen Li, Linlin Shen


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3D WaveUNet: 3D Wavelet Integrated Encoder-Decoder Network for Neuron Segmentation


Jun 01, 2021
Qiufu Li, Linlin Shen


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Learning a Model-Driven Variational Network for Deformable Image Registration


May 25, 2021
Xi Jia, Alexander Thorley, Wei Chen, Huaqi Qiu, Linlin Shen, Iain B Styles, Hyung Jin Chang, Ales Leonardis, Antonio de Marvao, Declan P. O'Regan, Daniel Rueckert, Jinming Duan

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Group-wise Inhibition based Feature Regularization for Robust Classification


Mar 18, 2021
Haozhe Liu, Haoqian Wu, Weicheng Xie, Feng Liu, Linlin Shen


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FS-Net: Fast Shape-based Network for Category-Level 6D Object Pose Estimation with Decoupled Rotation Mechanism


Mar 12, 2021
Wei Chen, Xi Jia, Hyung Jin Chang, Jinming Duan, Linlin Shen, Ales Leonardis

* accepted by CVPR2021, oral 

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MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures


Feb 26, 2021
Luyan Liu, Zhiwei Wen, Songwei Liu, Hong-Yu Zhou, Hongwei Zhu, Weicheng Xie, Linlin Shen, Kai Ma, Yefeng Zheng


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AniGAN: Style-Guided Generative Adversarial Networks for Unsupervised Anime Face Generation


Feb 24, 2021
Bing Li, Yuanlue Zhu, Yitong Wang, Chia-Wen Lin, Bernard Ghanem, Linlin Shen


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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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