geo@~
About Me
Name:
Changrui Chen (陈常瑞 / Geo)
Institute:
University of Warwick, WMG, Conventry, UK
Position:
PhD Student
Email:
Firstname.Lastname [AT] warwick.ac.uk
Research Interests:
Object Detection; Semi-supervised Learning
Github Google Scholar
Education
PhD 2020 - present University of Warwick, WMG, UK Bachelor and Master 2013-2020 Ocean University of China, Qingdao
Publications
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Pseudo-Labelling Should Be Aware of Disguising Channel Activations Changrui Chen, Kurt Debattista, Jungong Han European Conference on Computer Vision (ECCV), 2024
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Virtual Category Learning: A Semi-Supervised Learning Method for Dense Prediction with Extremely Limited Labels Changrui Chen, Kurt Debattista, Jungong Han IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2024
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Dynamic contrastive learning guided by class confidence and confusion degree for medical image segmentation Jingkun Chen, Changrui Chen, Wenjian Huang, Jianguo Zhang, Kurt Debattista, Jungong Han Pattern Recognition, 2023
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Semi-supervised Object Detection via Virtual Category Learning Changrui Chen, Kurt Debattista, Jungong Han European Conference on Computer Vision (ECCV) Oral, 2022
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Gaussian Dynamic Convolution for Efficient Single-Image Segmentation Xin Sun; Changrui Chen; Xiaorui Wang; Huiyu Zhou, Sheng Chen IEEE Transactions on Circuits and Systems for Video Technology, 2021
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Learning Deep Relation to Promote Saliency Detection Changrui Chen; Xin Sun; Yang Hua; Junyu Dong; Hongwei Xv Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI) Oral, 2020
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Exploring Ubiquitous Relations for Boosting Classification and Localizations Xin Sun; Changrui Chen; Junyu Dong; Dan Liu; Guosheng Hu Knowledge-based Systems, 2020
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Highlight Every Step: Knowledge Distillation via Collaborative Teaching Xin Sun; Haoran Zhao; Junyu Dong; Changrui Chen; Zihe Dong IEEE Transaction on Cybernetics, 2020
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Few-shot Learning for Domain-specific Fine-grained Image Classification Xin Sun; Hongwei Xv; Junyu Dong; Qiong Li; Changrui Chen IEEE Transactions on Industrial Electronics, 2019
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RRNet: A Hybrid Detector for Object Detection in Drone-captured Images Changrui Chen; Yu Zhang; Qingxuan Lv; Shuo Wei; Xiaorui Wang; Xin Sun; Junyu Dong IEEE International Conference on Computer Vision Workshop (ICCVW), 2019
Honors and Awards
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Ocean University of China Outstanding Graduate Student
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Outstanding Graduate Student of Shandong Province
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2019 IEEE International Conference on Computer Vision (ICCV) Vision Meets Drones Challenge Object Detection in Images: Runner-up (Role: Leader)
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2018 Underwater Robot Piking Contest Object Detection (offline): Second Award; Object Picking: Third Award
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2017 Underwater Robot Piking Contest Object Detection(online): First Award
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