Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

 CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Xiaochun Cao
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 
  Access Paper or Ask Questions
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


  Access Paper or Ask Questions
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 
  Access Paper or Ask Questions
Efficient Adversarial Attacks for Visual Object Tracking

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

* eccv 2020 
  Access Paper or Ask Questions
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) 
  Access Paper or Ask Questions
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 
  Access Paper or Ask Questions
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 
  Access Paper or Ask Questions
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 
  Access Paper or Ask Questions
Identifying and Resisting Adversarial Videos Using Temporal Consistency

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


  Access Paper or Ask Questions
Learning Personalized Attribute Preference via Multi-task AUC Optimization

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

* AAAI2019 oral 
 * AAAI2019 oral 
  Access Paper or Ask Questions
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


  Access Paper or Ask Questions
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) 
  Access Paper or Ask Questions
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 
  Access Paper or Ask Questions
Robust Ordinal Embedding from Contaminated Relative Comparisons

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

* Accepted by AAAI 2019 
  Access Paper or Ask Questions
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 
  Access Paper or Ask Questions
ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples

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


  Access Paper or Ask Questions
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/ 
  Access Paper or Ask Questions
From Common to Special: When Multi-Attribute Learning Meets Personalized Opinions

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


  Access Paper or Ask Questions
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 
  Access Paper or Ask Questions
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 
  Access Paper or Ask Questions
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


  Access Paper or Ask Questions
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 
  Access Paper or Ask Questions
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 
  Access Paper or Ask Questions
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 
  Access Paper or Ask Questions
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 
  Access Paper or Ask Questions
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 
  Access Paper or Ask Questions
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 
  Access Paper or Ask Questions
Video Deblurring via Semantic Segmentation and Pixel-Wise Non-Linear Kernel

Aug 11, 2017
Wenqi Ren, Jinshan Pan, Xiaochun Cao, Ming-Hsuan Yang

* ICCV 2017 
  Access Paper or Ask Questions
Parsimonious Mixed-Effects HodgeRank for Crowdsourced Preference Aggregation

Jul 12, 2016
Qianqian Xu, Jiechao Xiong, Xiaochun Cao, Yuan Yao

* 10 pages, ACM Multimedia (full paper) accepted 
  Access Paper or Ask Questions