Zhiwen Fan

樊志文

Master Student

Rm 205, Scientific Research Building
Department of Communication Engineering
Xiamen University
Xiamen, Fujian, China

Email: waynefan@stu.xmu.edu.cn
[Curriculum Vitae]

I am currently a third year(last year) Master student in the Department of Communication Engineering, Xiamen University, China, supervised by Prof. Xinghao Ding. My research interests include Computer Vision and Deep Learning with emphasis on Image Restoration(e.g. Building a light weight model, Incoporating Semantic segmentation/Vehicle Detection into image restoration models).

News

[06/2019] One paper was accepted by TIP.
[02/2019] One paper was accepted by IPMI 2019.
[07/2018] I gave a talk in JingDong about Compressed Sensing MRI & Single Image Deraining. [Sildes]
[07/2018] One paper was accepted by ECCV 2018.
[07/2018] One paper was accepted by ACM Multimedia 2018.
[07/2018] I will join Microsoft Research Asia as a research intern for the next few months.
[01/2018] Attended the AAAI 2018 conference in New Orleans, Louisiana , USA.
[11/2017] One paper was accepted by AAAI 2018.
[11/2017] Attended the ISPACS 2017 conference in Xiamen, Fujian, China.
[09/2017] One paper was accepted by ISPACS 2017.

Publications

A Deep Information Sharing Network for Multi-contrast Compressed Sensing MRI Reconstruction
Liyan Sun^, Zhiwen Fan^, Yue Huang, Xinghao Ding, John Paisley.
Transaction on Image Processing(Accepted) (TIP)
[Paper]
Joint CS-MRI Reconstruction and Segmentation with a Unified Deep Network
Liyan Sun^, Zhiwen Fan^, Yue Huang, Xinghao Ding, John Paisley
Information Processing in Medical Imaging (IPMI), 2019
[Paper]
A Segmentation-aware Deep Fusion Network for Compressed Sensing MRI
Zhiwen Fan^, Liyan Sun^, Xinghao Ding, Yue Huang, Congbo Cai, John Paisley
European Conference on Computer Vision (ECCV), 2018
[Paper]
Residual-Guide Feature Fusion Network for Single Image Deraining
Zhiwen Fan^, Huafeng Wu^, Xueyang Fu, Yue Huang, and Xinghao Ding
ACM Multimedia(Accepted) (ACM MM), 2018
[Paper] [Real-world Results] [More results& code comming soon]
Compressed Sensing MRI Using a Recursive Dilated Network
Liyan Sun^, Zhiwen Fan^, Yue Huang, Xinghao Ding, John Paisley.
AAAI Conference on Artificial Intelligence (AAAI), 2018 (Spotlight)
[Paper]
Two-step Approach for Single Underwater Image Enhancement
Xueyang Fu, Zhiwen Fan, Yue Huang, Xinghao Ding
International Symposium on Intelligent Signal Processing and Communication Systems, Xiamen, China. (ISPACS), 2017
[Paper] [Code]
A Divide-and-Conquer Approach to Compressed Sensing MRI
Liyan Sun, Zhiwen Fan, Xinghao Ding, Congbo Cai, Yue Huang, John Paisley
[arXiv]

Academic Services

Journal Reviewer: Neurocomputing；

Educational Background

Xiamen University, Xiamen, Fujian, China, 09/2016-Present

Master Student in Department of Communication Engineering

Advisor: Prof. Xinghao Ding GPA: 3.81/4.0 Rank:5/62
Shandong Agriculture University, Taian, Shandong, China , 09/2012-07/2016

B. Eng in Department of Electrical Engineering

GPA: 3.78/5.0 Rank:7/88

Professional Activities

Research Intern at Microsoft Research Asia, June 2018 - Present

Reseach intern of Dr. Xun Guo at MSRA, Research in the fields of Semantic Segmentation & Transfer Learning.

Teaching Assistant at Xiamen University, Fall 2017

TA of the class - "Data Strutures"

Research Assistant at SmartDSP Lab, 09/2016-Present

Research assistant of Prof. Xinghao Ding. Research in the field of Machine learning. In particular, the work focused on improving MRI, rainy images visual quality and its downstream applications like semantic segmentation and object detection.

Honors & Awards

The First Prize Scholarship of Xiamen University (2017,2016)
Qijun Scholarship for Encouragement (2017)
Outstanding Graduates of Shandong Provience(Top 5% Student), 2016

National Third Prize of iCAN International Contest of innovAtioN, 2015

National Third Prize of The Challenge Cup, 2015

The First Prize Scholarship, 2014, The Second Prize Scholarship, 2013 and 2015