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 unsupervised learning, 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
Nov 26, 2024 | 🏆 Our DeepInverse library won the “Open Science Awards for Free Research Software” from the French Ministry of Higher Education and Research. Congrats to the dream team! |
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Aug 05, 2024 | Invited talk at the IMSI Workshop on Computational Imaging, University of Chicago, USA. |
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. |
selected publications
Awards and Honors
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Open Science Awards for Free Research Software, the French Ministry of Higher Education and Research, 2024
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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