Zhaoyi Wan [万昭祎]

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Zhaoyi Wan [万昭祎]

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Quantitive Researcher

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Ph.D. Student at University of Rochester

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Email: [email protected][domain].me, where [domain] is wanzy.

Github: wanzysky

I am a third-year Ph.D. student at the University of Rochester, advised by Prof. Jiebo Luo, and a quantitive researcher at JQ Investments. Previously I worked as an algorithm researcher at Megvii since late 2017 to December 2020, leading the R&D of scene text comprehension algorithms in Face++/FaceID. My research interest lies in computer vision and deep learning. I received my B.S. degree in Software Engineering of Beihang University, 2016. My detailed CV is available here.

Research

Cloud2Sketch: Augmenting Clouds with Imaginary Sketches

Zhaoyi Wan, Dejia Xu, Zhangyang Wang, Jian Wang, and Jiebo Luo.

30th ACM International Conference on Multimedia (ACM MM).

Project Page / Code / Paper

Real-Time Scene Text Detection with Differentiable Binarization and Adaptive Scale Fusion

Minghui Liao, Zhisheng Zou, Zhaoyi Wan, Cong Yao, and X Bai.

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

SparseDet: Towards End-to-End 3D Object Detection

Jianhong Han, Zhaoyi Wan, Zhe Liu, Jie Feng, and Bingfeng Zhou.

17th International Conference on Computer Vision Theory and Applications. (Best Student Paper Award)

Facial Attribute Transformers for Precise and Robust Makeup Transfer

Zhaoyi Wan, Haoran Chen, Wentao Jiang, Cong Yao, and Jiebo Luo.

IEEE Winter Conference of Applications on Computer Vision (WACV).

Slender Object Detection: Diagnoses and Improvements

Zhaoyi Wan, Yimin Chen, Sutao Deng, Cong Yao, and Jiebo Luo.

On Vocabulary Reliance in Scene Text Recognition

Zhaoyi Wan, Jielei Zhang, Liang Zhang, Cong Yao, and Jiebo Luo.

IEEE/CVF Conferences on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, June 2020.

Real-time Scene Text Detection with Differentiable Binarization

Minghui Liao, Zhaoyi Wan, Cong Yao, and Xiang Bai.

The 34th AAAI Conference on Artificial Intelligence (AAAI), New York, NY, February 2020.(oral presentation)

TextScanner: Reading Characters in Order for Robust Scene Text Recognition

Zhaoyi Wan, Minghang He, Haoran Chen, Xiang Bai, and Cong Yao.

The 34th AAAI Conference on Artificial Intelligence (AAAI), New York, NY, February 2020.

Scene text recognition from two-dimensional perspective

Minghui Liao, Jian Zhang, Zhaoyi Wan, Fengming Xie, Jiajun Liang, Cong Yao, and Xiang Bai

The 33rd AAAI Conference on Artificial Intelligence (AAAI), Honolulu, HI, February 2019.(oral presentation)

2D CTC for Scene Text Recognition

Zhaoyi Wan, Fengming Xie, Yibo Liu, Xiang Bai, and Cong Yao.

Links