Dongdong Chen 陈东东
Machine Learning | Imaging | Inverse Problems
Assistant Professor
Heriot-Watt University, Edinburgh, UK
d.chen@hw.ac.uk
I am an Assistant Professor of Mathematical and Computer Sciences at Heriot-Watt University in Edinburgh. My research lies at the intersection of machine learning and image processing. My current focus is on inverse problems in computational imaging and computer vision.
I held a postdoctoral researcher position at the University of Edinburgh from 2018 to 2022. I then held an associate researcher position at Sichuan University until 2023, where I previously received my PhD in 2017.
Openings: If you are interested in my research directions and are interested in doing a PhD, please email me your CV/transcripts and a short research statement.
Software: DeepInverse: a Pytorch library for imaging with deep learning.
news
Aug 05, 2024 | Invited talk at the IMSI Workshop on Computational Imaging, University of Chicago, USA. |
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Jul 21, 2024 | Two papers are accepted for oral presentation at ACM MM’24. |
May 02, 2024 | Our paper on foundation models for image fusion (FILM) is accepted at ICML’24. |
Feb 27, 2024 | Our paper on equivariant image fusion (EMMA) is accepted at CVPR’24. |
Jan 09, 2024 | Invited talk at the IMS Young Mathematical Scientist Forum – Applied Math, National University of Singapore (NUS), Singapore. |
selected publications
Awards and Honors
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MICCAI-BIA'18 Best Paper Nomination, 2018
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Sichuan University Excellent Graduate, 2017
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SCF Best Student Paper Award, 2017
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IES Best Student Paper Award, 2014
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National Scholarship, 2014