赵凯
加州大学-洛杉矶分校 (UCLA),博士后研究员。 以第一作者发表 CCF-A 类或 SCI 一区论文 4 篇,学生第一作者发表 CCF-A 类或 SCI 一区论文 3 篇。 谷歌引用 1,000 余次,单篇最高引用 500 余次。
个人经历:
联系方式:
- 300 UCLA Medical Plaza Suite B119 Los Angeles, CA 90095-7350.
- kzkaizhao.net
- https://orcid.org/0000-0002-2496-0829
- https://scholar.google.com/citations?user=zR5JbZUAAAAJ
- @zeakey, @kaizhao
- @kaizhao, 694691
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Publications
- Lei Shen, Yingyi Zhang, Kai Zhao, Ruixin Zhang, Wei Shen "Distribution Alignment for Cross-device Palmprint Recognition." (: corresponding author) [project page] [pdf]
- Ge-Peng Ji, Guobao Xiao, Yu-Cheng Chou, Deng-Ping Fan, Kai Zhao, Geng Chen, Huazhu Fu, Luc Van Gool "Video Polyp Segmentation: A Deep Learning Perspective." [arXiv: 2203.14291]
- Xuehui Wang, Kai Zhao, Ruixin Zhang, Shouhong Ding, Yan Wang, Wei Shen. "ContrastMask: Contrastive Learning to Segment Every Thing." CVPR2022. [arXiv: 2203.09775]
- Kai Zhao, Lei Shen, Yingyi Zhang, Chuhan Zhou, Tao Wang, Ruixin Zhang, Shouhong Ding, Wei Jia, Wei Shen. "Geometric Synthesis: A Free lunch for Large-scale Palmprint Recognition Model Pretraining". [project page] [arXiv: 2203.05703]
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Kai Zhao*, Qi Han*, Chang-bin Zhang, Jun Xu, Mingg-Ming Cheng.
"Deep Hough Transform for Semantic Line Detection." (* denotes equal contribution)
IEEE TPAMI 2021.
[PDF]
[arXiv: 2003.04676]
[bibtex]
@article{zhao2021deep, author = {Kai Zhao and Qi Han and Chang-bin Zhang and Jun Xu and Ming-ming Cheng}, title = {Deep Hough Transform for Semantic Line Detection}, journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)}, year = {2021}, doi = {10.1109/TPAMI.2021.3077129} }
- Kai Zhao*, Xin-Yu Zhang*, Qi Han*, Ming-Ming Cheng. "Dependency Aware Filter Pruning." (* denotes equal contribution) [arXiv: 2005.02634]
- Qi Han*, Kai Zhao*, Jun Xu, Mingg-Ming Cheng. "Deep Hough Transform for Semantic Line Detection." (* denotes equal contribution) 2020 European Conference on Computer Vision (ECCV). [PDF]
- Xin-Yu Zhang*, Kai Zhao*, Taihong Xiao, Ming-Ming Cheng, Ming-Hsuan Yang. "Structured sparsification with joint optimization of group convolution and channel shuffle." (* denotes equal contribution) UAI2021 [arXiv: 2002.08127]
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Kai Zhao, Shanghua Gao, Wenguan Wang, Ming-Ming Cheng.
"Optimizing the F-measure for Threshold-free Salient Object Detection."
International conference on computer vision (ICCV), Seoul, Korea, 2019.
[project page]
[PDF]
[bibtex]
@InProceedings{zhao2019optimizing, author = {Kai Zhao and Shanghua Gao and Wenguan Wang and Ming-ming Cheng}, title = {Optimizing the {F}-measure for Threshold-free Salient Object Detection}, booktitle = {The IEEE International Conference on Computer Vision (ICCV)}, pages = {8849-8857}, month = {Oct}, year = {2019}, url = {http://kaizhao.net/fmeasure} }
- Kai Zhao, Jingyi Xu, Ming-Ming Cheng.
"RegularFace: Deep Face Recognition via Exclusive Regularization."
IEEE conference on Computer Vision and Patterm Recognition (CVPR), Long Beach, USA, 2019.
[PDF]
[project page]
[bibtex]
@InProceedings{zhao2019regularface, author = {Zhao, Kai and Xu, Jingyi and Cheng, Ming-Ming}, title = {RegularFace: Deep Face Recognition via Exclusive Regularization}, booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}, pages = {1136-1144}, month = {June}, year = {2019} }
- Kai Zhao, Wei Shen, Shanghua Gao, Dandan Li, Ming-Ming Cheng.
"Hi-Fi: Hierarchical Feature Integration for Skeleton Detection."
International Joint Conference on Artificial Intelligence (IJCAI), Stockholm, Sweden, 2018.
[PDF]
[LaTeX Source]
[project page]
[bibtex]
@inproceedings{zhao2018hifi, title = {Hi-{F}i: Hierarchical Feature Integration for Skeleton Detection}, author = {Kai Zhao and Wei Shen and Shanghua Gao and Dandan Li and Ming-Ming Cheng}, booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, {IJCAI-18}}, publisher = {International Joint Conferences on Artificial Intelligence Organization}, pages = {1191--1197}, year = {2018}, month = {7}, doi = {10.24963/ijcai.2018/166}, url = {http://kaizhao.net/hifi}, }
- Wei Shen, Kai Zhao, Yilu Guo, Alan Yuille.
"Label Distribution Learning Forests."
Proceedings of advances in neural information processing systems(NIPS),
Long Beach, USA, 2017.
[arXiv:1702.06086]
[project page]
[Code]
[bibtex]
@InProceedings{shen2017label, title = {Label Distribution Learning Forests}, author = {Shen, Wei and Zhao, Kai and Guo, Yilu and Yuille, Alan}, booktitle = {Proceedings of Advances in neural information processing systems}, year = {2017}, url = {http://kaizhao.net/ldlf}, }
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Wei Shen, Kai Zhao, Yuan Jiang, Yan Wang, Zhijiang Zhang, Xiang Bai.
"Object Skeleton Extraction in Natural Images by Fusing Scale-associated Deep Side Outputs."
Proceddings of the 29th IEEE Conference on Computer Vision and Pattern Recognition(CVPR),
Las Vegas, USA, 2016.
[arXiv:1603.09446]
[Code]
[bibtex]
@InProceedings{shen2016object, title={Object Skeleton Extraction in Natural Images by Fusing Scale-associated Deep Side Outputs}, author={Shen, Wei and Zhao, Kai and Jiang, Yuan and Wang, Yan and Zhang, Zhijiang and Bai, Xiang}, booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition}, year={2016}, pages={222-230}, publisher={IEEE}, howpublished = "\url{http://kaizhao.net/deepsk}" }
- Shang-Hua Gao, Ming-Ming Cheng, Kai Zhao, Xin-Yu Zhang, Ming-Hsuan Yang, Philip Torr. "Res2Net: A New Multi-scale Backbone Architecture." (IEEE Trans on Pattern Analysis and Machine Intelligence, 2019) [project page ] [Code ]
- Wei Shen, Yilu Guo, Yan Wang, Kai Zhao, Bo Wang, Alan Yuille "Deep Differentiable Random Forests for Age Estimation." (IEEE Trans on Pattern Analysis and Machine Intelligence, 2019)
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Wei Shen, Kai Zhao, Yuan Jiang, Yan Wang, Xiang Bai, Alan Yuille.
"DeepSkeleton: Learning Multi-task Scale-associated Deep Side Outputs for Object Skeleton Extraction in Natural Images."
(IEEE Trans on Image Processing, 2017)
[arXiv:1609.03659]
[project page ]
[Code]
[SK-LARGE dataset]
[bibtex]
@article{shen2017deepskeleton, title={DeepSkeleton: Learning Multi-task Scale-associated Deep Side Outputs for Object Skeleton Extraction in Natural Images}, author={Shen, Wei and Zhao, Kai and Jiang, Yuan and Wang, Yan and Bai, Xiang and Yuille, Alan}, journal={IEEE Transactions on Image Processing}, volume={26}, number={11}, pages={5298-5311}, year={2017}, publisher={IEEE}, howpublished = "\url{http://kaizhao.net/deepsk}" }