Oscar Leong

According to our database, Oscar Leong authored at least 12 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching.

Yasi Zhang, Peiyu Yu, Yaxuan Zhu, Yingshan Chang, Feng Gao, Ying Nian Wu, Oscar Leong

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

The Star Geometry of Critic-Based Regularizer Learning.

Oscar Leong, Eliza O'Reilly, Yong Sheng Soh

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Score-based Diffusion Models for Photoacoustic Tomography Image Reconstruction.

Sreemanti Dey, Snigdha Saha, Berthy T. Feng, Manxiu Cui, Laure Delisle, Oscar Leong, Lihong V. Wang, Katherine L. Bouman

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Discovering Structure From Corruption for Unsupervised Image Reconstruction.

Oscar Leong, Angela F. Gao, He Sun, Katherine L. Bouman

IEEE Trans. Computational Imaging, 2023

Ill-Posed Image Reconstruction Without an Image Prior.

Oscar Leong, Angela F. Gao, He Sun, Katherine L. Bouman

CoRR, 2023

Image Reconstruction without Explicit Priors.

Angela F. Gao, Oscar Leong, He Sun, Katherine L. Bouman

Proceedings of the IEEE International Conference on Acoustics, 2023

Alternating Phase Langevin Sampling with Implicit Denoiser Priors for Phase Retrieval.

Rohun Agrawal, Oscar Leong

Proceedings of the IEEE International Conference on Acoustics, 2023

2020

Optimal Sample Complexity of Gradient Descent for Amplitude Flow via Non-Lipschitz Matrix Concentration.

Paul Hand, Oscar Leong, Vladislav Voroninski

CoRR, 2020

Compressive Phase Retrieval: Optimal Sample Complexity with Deep Generative Priors.

Paul Hand, Oscar Leong, Vladislav Voroninski

CoRR, 2020

Invertible generative models for inverse problems: mitigating representation error and dataset bias.

Muhammad Asim, Max Daniels, Oscar Leong, Ali Ahmed, Paul Hand

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Low Shot Learning with Untrained Neural Networks for Imaging Inverse Problems.

Oscar Leong, Wesam Sakla

CoRR, 2019

2018

Phase Retrieval Under a Generative Prior.

Paul Hand, Oscar Leong, Vladislav Voroninski

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018