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MixSiam: A Mixture-based Approach to Self-supervised Representation Learning


Nov 04, 2021
Xiaoyang Guo, Tianhao Zhao, Yutian Lin, Bo Du

* 9 pages 

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Unified Instance and Knowledge Alignment Pretraining for Aspect-based Sentiment Analysis


Oct 26, 2021
Juhua Liu, Qihuang Zhong, Liang Ding, Hua Jin, Bo Du, Dacheng Tao

* Under review 

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SGEN: Single-cell Sequencing Graph Self-supervised Embedding Network


Oct 15, 2021
Ziyi Liu, Minghui Liao, Fulin luo, Bo Du

* 6 pages body + 2 pages reference 

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Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer


Sep 18, 2021
Hongruixuan Chen, Chen Wu, Yonghao Xu, Bo Du


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Self-supervised Contrastive Learning for EEG-based Sleep Staging


Sep 16, 2021
Xue Jiang, Jianhui Zhao, Bo Du, Zhiyong Yuan

* IJCNN 2021 

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Towards Deep and Efficient: A Deep Siamese Self-Attention Fully Efficient Convolutional Network for Change Detection in VHR Images


Aug 18, 2021
Hongruixuan Chen, Chen Wu, Bo Du


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DeepFake MNIST+: A DeepFake Facial Animation Dataset


Aug 18, 2021
Jiajun Huang, Xueyu Wang, Bo Du, Pei Du, Chang Xu

* 14 pages 

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I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection


Aug 16, 2021
Jian Ye, Jing Zhang, Juhua Liu, Bo Du, Dacheng Tao


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Unsupervised Person Re-identification with Stochastic Training Strategy


Aug 16, 2021
Tianyang Liu, Yutian Lin, Bo Du


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Spectral-Spatial Graph Reasoning Network for Hyperspectral Image Classification


Jun 26, 2021
Di Wang, Bo Du, Liangpei Zhang


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Robust Self-Ensembling Network for Hyperspectral Image Classification


Apr 08, 2021
Yonghao Xu, Bo Du, Liangpei Zhang


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Transportation Density Reduction Caused by City Lockdowns Across the World during the COVID-19 Epidemic: From the View of High-resolution Remote Sensing Imagery


Mar 02, 2021
Chen Wu, Sihan Zhu, Jiaqi Yang, Meiqi Hu, Bo Du, Liangpei Zhang, Lefei Zhang, Chengxi Han, Meng Lan

* 14 pages, 7 figures, submitted to IEEE JSTARS 

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LocalDrop: A Hybrid Regularization for Deep Neural Networks


Mar 01, 2021
Ziqing Lu, Chang Xu, Bo Du, Takashi Ishida, Lefei Zhang, Masashi Sugiyama


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Matrix Completion with Noise via Leveraged Sampling


Nov 11, 2020
Xinjian Huang, Weiwei Liu, Bo Du


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Hyperspectral Anomaly Change Detection Based on Auto-encoder


Oct 27, 2020
Meiqi Hu, Chen Wu, Liangpei Zhang, Bo Du

* 11 pages,9 figures,3 tables 

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Asymmetric Siamese Networks for Semantic Change Detection


Oct 12, 2020
Kunping Yang, Gui-Song Xia, Zicheng Liu, Bo Du, Wen Yang, Marcello Pelillo


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Recurrent Feature Reasoning for Image Inpainting


Aug 09, 2020
Jingyuan Li, Ning Wang, Lefei Zhang, Bo Du, Dacheng Tao

* Accepted to CVPR 2020 

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Designing and Training of A Dual CNN for Image Denoising


Jul 08, 2020
Chunwei Tian, Yong Xu, Wangmeng Zuo, Bo Du, Chia-Wen Lin, David Zhang


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A Measurement of Transportation Ban inside Wuhan on the COVID-19 Epidemic by Vehicle Detection in Remote Sensing Imagery


Jun 26, 2020
Chen Wu, Jingwen Yuan, Lixiang Ru, Hongruixuan Chen, Bo Du, Liangpei Zhang

* 35 pages, 14 figures 

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DSDANet: Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection


Jun 16, 2020
Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang


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Self-supervised Training of Graph Convolutional Networks


Jun 03, 2020
Qikui Zhu, Bo Du, Pingkun Yan


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Multi-Temporal Scene Classification and Scene Change Detection with Correlation based Fusion


Jun 03, 2020
Lixiang Ru, Bo Du, Chen Wu

* submitted 

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Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection in Multispectral Images


Apr 13, 2020
Hongruixuan Chen, Chen Wu, Bo Du, Liangepei Zhang


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OASIS: One-pass aligned Atlas Set for Image Segmentation


Dec 05, 2019
Qikui Zhu, Bo Du, Pingkun Yan


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Multi-hop Convolutions on Weighted Graphs


Nov 12, 2019
Qikui Zhu, Bo Du, Pingkun Yan


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Unified Multi-scale Feature Abstraction for Medical Image Segmentation


Oct 24, 2019
Xi Fang, Bo Du, Sheng Xu, Bradford J. Wood, Pingkun Yan

* Abstract of SPIE Medical Imaging (Oral) 

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Deep Siamese Multi-scale Convolutional Network for Change Detection in Multi-temporal VHR Images


Jun 27, 2019
Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang


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Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification


May 14, 2019
Sheng Wan, Chen Gong, Ping Zhong, Bo Du, Lefei Zhang, Jian Yang


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Robust and Discriminative Labeling for Multi-label Active Learning Based on Maximum Correntropy Criterion


Apr 14, 2019
Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Dacheng Tao


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