Deep Internal Learning: Deep Learning from a Single InputIEEE Signal Processing Magazine (IEEE Signal Process. Mag.), 2023 |
Convergence and Recovery Guarantees of Unsupervised Neural Networks for
Inverse ProblemsJournal of Mathematical Imaging and Vision (JMIV), 2023 |
Convergence Guarantees of Overparametrized Wide Deep Inverse PriorScale Space and Variational Methods in Computer Vision (SSVM), 2023 |
Image Restoration by Deep Projected GSUREIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 |
An Interpretation of Regularization by Denoising and its Application
with the Back-Projected Fidelity TermInternational Conference on Information Photonics (ICIP), 2021 |
On the Convergence Rate of Projected Gradient Descent for a
Back-Projection based ObjectiveSIAM Journal of Imaging Sciences (SIIMS), 2020 |