Zaiwang Gu
2022-08 ~ now,
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Recent News and Awards:
- 2022-08: IEEE TMI "Distinguished Reviewer" - Gold Level
- 2022-07: MICCAI 2022 Participation Grant, See you in Singapore.
- 2021-02: IEEE TMI "Distinguished Reviewer" - Bronze Level
- 2020-12: The "Outstanding Contribution Award" in Ubtech Research!
- 2020-07: The CE-Net becomes "ESI Highly Cited Paper", "ESI Hot Paper".
- 2020-06: One papers ("anomaly detection") accepted by ECCV 2020.
- 2019-07: MICS 2019 "Best Poster Award" ! [Link]
- 2018-07: ICCCV 2018 "Best Presentation Award" !
Brief Bio:
I have joined the SenseTime, as an algorithm researcher. I had been in UBtech Robotics Research Institute from 2019/12 to 2022/02, as a senior engineer. I joined the southern university of science and technology (SUSTC) from 2019/07 to 2019/12, as a junior researcher. I received a Master's degree in Mechanical manufacturing and automation from Shanghai University, China, in 2019. My research interests include object detection and medical image analysis.
Research Interests:
- Object Detection: object detection, image segmentation.
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Medical Image Analysis: medical
images segmentation.
- "CE-Net: Context Encoder Network for 2D Medical Image Segmentation" [Link]
Projects:
Activities:
- Journal Reviewer:
- IEEE Transactions on Medical Imaging (TMI).
- IEEE Transactions on Biomedical Engineering (TBME) .
- IEEE Transactions on Neural Networks and Learning Systems (TNNLS) .
- IEEE Journal of Biomedical and Health Informatics (JBHI) .
- Conference Reviewer:
- MICCAI (2022, 2021, 2020, 2019)
- OMIA (2022, 2021, 2020, 2019)
- ICLR (2023)
Selected Publications:
[Google Scholar Profile] for full publication list.
2021:
- Yepeng Liu, Zaiwang Gu, Shenghua Gao, Dong Wang, Yusheng Zeng, Jun Cheng and Shenghua Gao, "MOS: A Low Latency and Lightweight Framework for Face Detection, Landmark Localization, and Head Pose Estimation", BMVC 2021, [arXiv]
2020:
- Kang Zhou, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen liu, Weixin Luo, Zaiwang Gu, Jiang Liu and Shenghua Gao, "Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images ", ECCV 2020, [arXiv]
2019:
- Zaiwang Gu, Jun Cheng, Huazhu F, Kang Zhou, Huaying Hao, Yitian Zhao, Tianyang Zhang, Shenghua Gao, and Jiang Liu, "CE-Net: Context Encoder Network for 2D Medical Image Segmentation", IEEE TMI, 2019. [arXiv] [Code] "ESI Highly Cited Paper"
- Tianyang Zhang, Jun Cheng, Huazhu Fu, Zaiwang Gu, Yitian Xiao, Kang Zhou, Shenghua Gao, Rui Zheng, Jiang Liu "Noise adaptation generative adversarial network for medical image analysis", IEEE TMI, 2019. [Paper]
- Lei Mou, Li Chen, Jun Cheng, Zaiwang Gu, Yitian Zhao, Jiang Liu, "Dense Dilated Network with Probability Regularized Walk for Vessel Detection", IEEE TMI, 2019. [Paper]
- Yuming Jiang, Lixin Duan, Jun Cheng, Zaiwang Gu, Hu Xia, Huazhu Fu, Changsheng Li, Jiang Liu "JointRCNN: A Region-based Convolutional Neural Network for Optic Disc and Cup Segmentation", in IEEE TBME, 2019. [Paper]
- Lei Mou, Yitian Zhao, Li Chen, Jun Cheng, Zaiwang Gu, Huaying Hao, Hong Qi, Yalin Zheng, Alejandro Frangi, Jiang Liu, "CS-Net: Channel and Spatial Attention Network for Curvilinear Structure Segmentation", in MICCAI, 2019. [Paper]
- Tianyang Zhang, Huazhu Fu, Yitian Zhao, Jun Cheng, Mengjie Guo, Zaiwang Gu, Bing Yang, Yuting Xiao, Shenghua Gao, Jiang Liu "SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis", in MICCAI, 2019. [Paper]
2018:
- Jun Cheng, Zhengguo Li, Zaiwang Gu, Huazhu Fu, DWK Wong, Jiang Liu, "Structure-preserving guided retinal image filtering for optic disc analysis", IEEE TMI, 2018. [Paper]