Research output per year
Research output per year
Personal profile
Research interests
- machine learning
- image processing and computer vision
- computational imaging
- inverse problems
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Dive into the research topics where Dongdong Chen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Imaging With Equivariant Deep Learning: From unrolled network design to fully unsupervised learning
Chen, D., Davies, M. E., Ehrhardt, M., Schönlieb, C-B., Sherry, F. & Tachella, J., Jan 2023, In: IEEE Signal Processing Magazine. 40, 1, p. 134-147 14 p.Research output: Contribution to journal › Article › peer-review
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Equivariant Imaging: Learning Beyond the Range Space
Chen, D., Tachella, J. & Davies, M. E., 28 Feb 2022, 2021 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, p. 4379-4388 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Robust Equivariant Imaging: a fully unsupervised framework for learning to image from noisy and partial measurements
Chen, D., Tachella, J. & Davies, M. E., 27 Sept 2022, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 5647-5656 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Sensing Theorems for Unsupervised Learning in Linear Inverse Problems
Tachella, J., Chen, D. & Davies, M. E., Jan 2023, In: Journal of Machine Learning Research. 24, 39, p. 1−45 45 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile
Prizes
Activities
- 1 Invited talk
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Equivariant Imaging: Unsupervised Learning in Inverse Problems
Dongdong Chen (Speaker)
8 Dec 2021Activity: Talk or presentation › Invited talk