Phase retrieval under a generative prior P Hand, O Leong, V Voroninski Advances in Neural Information Processing Systems 31, 2018 | 196 | 2018 |
Invertible generative models for inverse problems: mitigating representation error and dataset bias M Asim, M Daniels, O Leong, A Ahmed, P Hand International Conference on Machine Learning, 399-409, 2020 | 150 | 2020 |
Image reconstruction without explicit priors AF Gao, O Leong, H Sun, KL Bouman ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 9 | 2023 |
Compressive phase retrieval: Optimal sample complexity with deep generative priors P Hand, O Leong, V Voroninski Communications on Pure and Applied Mathematics 77 (2), 1147-1223, 2024 | 8 | 2024 |
Low shot learning with untrained neural networks for imaging inverse problems O Leong, W Sakla arXiv preprint arXiv:1910.10797, 2019 | 5 | 2019 |
Discovering Structure From Corruption for Unsupervised Image Reconstruction O Leong, AF Gao, H Sun, KL Bouman IEEE Transactions on Computational Imaging 9, 992-1005, 2023 | 2* | 2023 |
Score-based Diffusion Models for Photoacoustic Tomography Image Reconstruction S Dey, S Saha, BT Feng, M Cui, L Delisle, O Leong, LV Wang, ... ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 1 | 2024 |
Optimal Regularization for a Data Source O Leong, E O'Reilly, YS Soh, V Chandrasekaran arXiv preprint arXiv:2212.13597, 2022 | 1 | 2022 |
Learned Generative Priors for Imaging Inverse Problems O Leong Rice University, 2021 | 1 | 2021 |
Optimal Sample Complexity of Gradient Descent for Amplitude Flow via Non-Lipschitz Matrix Concentration P Hand, O Leong, V Voroninski Communications in Mathematical Sciences 19 (7), 2035–2047, 2021 | 1 | 2021 |
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching Y Zhang, P Yu, Y Zhu, Y Chang, F Gao, YN Wu, O Leong arXiv preprint arXiv:2405.18816, 2024 | | 2024 |
Alternating Phase Langevin Sampling with Implicit Denoiser Priors for Phase Retrieval R Agrawal, O Leong ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | | 2023 |
Optimally Sample-Efficient Phase Retrieval with Deep Generative Models P Hand, O Leong, V Voroninski 2019 13th International conference on Sampling Theory and Applications …, 2019 | | 2019 |
Proving Tucker’s Lemma with a volume argument B Kuture, O Leong, C Loa, M Sondjaja, FE Su Algebraic and Geometric Methods in Discrete Mathematics 685, 223, 2017 | | 2017 |
Leveraging Common Structure for Prior-Free Image Reconstruction O Leong, AF Gao, H Sun, KL Bouman | | |