Siyang Li (李思扬)
Selected Publications
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Instance Embedding Transfer to Unsupervised Video Object Segmentation
Siyang Li, Bryan Seybold, Alexey Vorobyov, Alireza Fathi, Qin Huang, and C-C. Jay Kuo
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, (CVPR), 2018
[Paper]
[Code]
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Unsupervised Video Object Segmentation with Motion-based Bilateral Networks
Siyang Li, Bryan Seybold, Alexey Vorobyov, Xuejing Lei, and C-C. Jay Kuo
In Proceedings of the European Conference on Computer Vision (ECCV) 2018
[Paper]
[Code]
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Representative Fashion Feature Extraction by Leveraging Weakly Annotated Online Resources
Heming Zhang*, Siyang Li*,, Shanshan Cai, Haoyu Jiang, and C-C. Jay Kuo (*Equal Contribution)
In IEEE International Conference on Image Processing (ICIP) 2018
[Paper]
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Design Pseudo Ground Truth with Motion Cue for Unsupervised Video Object Segmentation
Ye Wang, Jongmoo Choi, Yueru Chen, Qin Huang, Siyang Li, Ming-Sui Lee and C-C. Jay Kuo
In Proceedings of the Asian Conference on Computer Vision (ACCV) 2018
[Paper]
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Semantic Image Segmentation Using
Encoder-Decoder Architecture Assisted by Global and Local Attention Models (EDA-GLAM)
Hao Xu, Siyang Li, and C-C. Jay Kuo
In IS&T International Symposium on Electronic Imaging 2018 (Best Student Paper)
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Multiple Instance Curriculum Learning for Weakly Supervised Object Detection
Siyang Li, Xiangxin Zhu, Qin Huang, Hao Xu, and C-C. Jay Kuo
In Proceedings of the British Machine Vision Conference (BMVC) 2017
[Paper]
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Box refinement: Object proposal enhancement and pruning
Siyang Li, Heming Zhang, Junting Zhang, Yuzhuo Ren, and C-C. Jay Kuo
In IEEE Winter Conference on Applications of Computer Vision (WACV) 2017
[Paper]
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Semantic Segmentation with Reverse Attention
Qin Huang, Chunyang Xia, Chihao Wu, Siyang Li, Ye Wang, Yuhang Song and C-C. Jay Kuo
In Proceedings of the British Machine
Vision Conference (BMVC) 2017 (Oral Presentation)
[Paper]
Honors and Awards
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Annenberg Graduate Ph.D.
Fellowship
University of Southern California, 2014-2018
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Deans Honours List (for top 10% students, awarded three times)
The University of Hong Kong, 2012-2014
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The 26th Chinese Physics Olympiad (CPhO), Silver Medal, 2009
Working Experience
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Google Inc.
Video Object Segmentation
Research Intern, Mountain View, US, 2017.5 - 2017.8
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Google Inc.
Weakly Supervised Object Detection
Research Intern, Mountain View, US, 2016.5 - 2016.8
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Google Inc.
Handwriting Layout Analysis
Research Intern, Mountain View, US, 2015.5 - 2015.8