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Xiaochun Cao

Senior Member, IEEE

SIGAN: A Novel Image Generation Method for Solar Cell Defect Segmentation and Augmentation


Apr 11, 2021
Binyi Su, Zhong Zhou, Haiyong Chen, Xiaochun Cao

* 11 pages, 11 figures 

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A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and Evaluation


Mar 27, 2021
Shuren Qi, Yushu Zhang, Chao Wang, Jiantao Zhou, Xiaochun Cao


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Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images


Nov 26, 2020
Qijian Zhang, Runmin Cong, Chongyi Li, Ming-Ming Cheng, Yuming Fang, Xiaochun Cao, Yao Zhao, Sam Kwong

* Accepted by IEEE Transactions on Image Processing, EORSSD dataset: https://github.com/rmcong/EORSSD-dataset 

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A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges


Nov 17, 2020
Moloud Abdar, Farhad Pourpanah, Sadiq Hussain, Dana Rezazadegan, Li Liu, Mohammad Ghavamzadeh, Paul Fieguth, Xiaochun Cao, Abbas Khosravi, U Rajendra Acharya, Vladimir Makarenkov, Saeid Nahavandi


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Single Image Super-Resolution via a Holistic Attention Network


Aug 20, 2020
Ben Niu, Weilei Wen, Wenqi Ren, Xiangde Zhang, Lianping Yang, Shuzhen Wang, Kaihao Zhang, Xiaochun Cao, Haifeng Shen

* 16 pages, 6 figures, IEEE International Conference on Computer Vision 

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Efficient Adversarial Attacks for Visual Object Tracking


Aug 01, 2020
Siyuan Liang, Xingxing Wei, Siyuan Yao, Xiaochun Cao

* eccv 2020 

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Face Super-Resolution Guided by 3D Facial Priors


Jul 18, 2020
Xiaobin Hu, Wenqi Ren, John LaMaster, Xiaochun Cao, Xiaoming Li, Zechao Li, Bjoern Menze, Wei Liu

* Accepted as a spotlight paper, European Conference on Computer Vision 2020 (ECCV) 

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Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction


Apr 29, 2020
Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang

* To appear in T-PAMI 

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Fast Stochastic Ordinal Embedding with Variance Reduction and Adaptive Step Size


Dec 01, 2019
Ke Ma, Jinshan Zeng, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao

* 19 pages, 5 figures, accepted by IEEE Transaction on Knowledge and Data Engineering, Conference Version: arXiv:1711.06446 

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iSplit LBI: Individualized Partial Ranking with Ties via Split LBI


Oct 14, 2019
Qianqian Xu, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao

* Accepted by NeurIPS 2019 

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Identifying and Resisting Adversarial Videos Using Temporal Consistency


Sep 11, 2019
Xiaojun Jia, Xingxing Wei, Xiaochun Cao


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Learning Personalized Attribute Preference via Multi-task AUC Optimization


Jun 18, 2019
Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang

* AAAI2019 oral 
* AAAI2019 oral 

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Single Image Deraining: A Comprehensive Benchmark Analysis


Mar 20, 2019
Siyuan Li, Iago Breno Araujo, Wenqi Ren, Zhangyang Wang, Eric K. Tokuda, Roberto Hirata Junior, Roberto Cesar-Junior, Jiawan Zhang, Xiaojie Guo, Xiaochun Cao


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Deep Robust Subjective Visual Property Prediction in Crowdsourcing


Mar 10, 2019
Qianqian Xu, Zhiyong Yang, Yangbangyan Jiang, Xiaochun Cao, Qingming Huang, Yuan Yao

* 9 pages, accepted by CVPR 2019 (Poster) 

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Transferable Adversarial Attacks for Image and Video Object Detection


Dec 13, 2018
Xingxing Wei, Siyuan Liang, Xiaochun Cao, Jun Zhu

* adversarial attacks for Faster-RCNN and SSD towards image and video data 

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Robust Ordinal Embedding from Contaminated Relative Comparisons


Dec 05, 2018
Ke Ma, Qianqian Xu, Xiaochun Cao

* Accepted by AAAI 2019 

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Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin


Dec 05, 2018
Ke Ma, Qianqian Xu, Zhiyong Yang, Xiaochun Cao

* Accepted by AAAI 2019 

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ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples


Nov 30, 2018
Xiaojun Jia, Xingxing Wei, Xiaochun Cao, Hassan Foroosh


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HSCS: Hierarchical Sparsity Based Co-saliency Detection for RGBD Images


Nov 16, 2018
Runmin Cong, Jianjun Lei, Huazhu Fu, Qingming Huang, Xiaochun Cao, Nam Ling

* 11 pages, 5 figures, Accepted by IEEE Transactions on Multimedia, https://rmcong.github.io/ 

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From Common to Special: When Multi-Attribute Learning Meets Personalized Opinions


Aug 04, 2018
Zhiyong Yang, Qianqian Xu, Xiaochun Cao, Qingming Huang


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A Margin-based MLE for Crowdsourced Partial Ranking


Jul 29, 2018
Qianqian Xu, Jiechao Xiong, Xinwei Sun, Zhiyong Yang, Xiaochun Cao, Qingming Huang, Yuan Yao

* 9 pages, Accepted by ACM Multimedia 2018 as a full paper 

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Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image


May 19, 2018
Huazhu Fu, Jun Cheng, Yanwu Xu, Changqing Zhang, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao

* Project homepage: https://hzfu.github.io/proj_glaucoma_fundus.html , and Accepted by IEEE Transactions on Medical Imaging 

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Gated Fusion Network for Single Image Dehazing


Mar 31, 2018
Wenqi Ren, Lin Ma, Jiawei Zhang, Jinshan Pan, Xiaochun Cao, Wei Liu, Ming-Hsuan Yang


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From Social to Individuals: a Parsimonious Path of Multi-level Models for Crowdsourced Preference Aggregation


Mar 08, 2018
Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Qingming Huang, Yuan Yao

* Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence as a regular paper. arXiv admin note: substantial text overlap with arXiv:1607.03401 

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Stochastic Non-convex Ordinal Embedding with Stabilized Barzilai-Borwein Step Size


Jan 31, 2018
Ke Ma, Jinshan Zeng, Jiechao Xiong, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao

* 11 pages, 3 figures, 2 tables, accepted by AAAI2018 

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Joint Optic Disc and Cup Segmentation Based on Multi-label Deep Network and Polar Transformation


Jan 11, 2018
Huazhu Fu, Jun Cheng, Yanwu Xu, Damon Wing Kee Wong, Jiang Liu, Xiaochun Cao

* Project homepage: http://hzfu.github.io/proj_glaucoma_fundus.html , and Accepted by IEEE Transactions on Medical Imaging 

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An Iterative Co-Saliency Framework for RGBD Images


Nov 04, 2017
Runmin Cong, Jianjun Lei, Huazhu Fu, Weisi Lin, Qingming Huang, Xiaochun Cao, Chunping Hou

* 13 pages, 13 figures, Accepted by IEEE Transactions on Cybernetics 2017. Project URL: https://rmcong.github.io/proj_RGBD_cosal_tcyb.html 

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Saliency Detection for Stereoscopic Images Based on Depth Confidence Analysis and Multiple Cues Fusion


Oct 14, 2017
Runmin Cong, Jianjun Lei, Changqing Zhang, Qingming Huang, Xiaochun Cao, Chunping Hou

* 5 pages, 6 figures, Published on IEEE Signal Processing Letters 2016, Project URL: https://rmcong.github.io/proj_RGBD_sal.html 

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Co-saliency Detection for RGBD Images Based on Multi-constraint Feature Matching and Cross Label Propagation


Oct 14, 2017
Runmin Cong, Jianjun Lei, Huazhu Fu, Qingming Huang, Xiaochun Cao, Chunping Hou

* 11 pages, 8 figures, Accepted by IEEE Transactions on Image Processing, Project URL: https://rmcong.github.io/proj_RGBD_cosal.html 

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