Peimeng Guan

According to our database, Peimeng Guan authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Solving Inverse Problems with Model Mismatch using Untrained Neural Networks within Model-based Architectures.

Peimeng Guan, Naveed Iqbal, Mark A. Davenport, Mudassir Masood

Trans. Mach. Learn. Res., 2024

Stochastic Gradient Descent Jittering for Inverse Problems: Alleviating the Accuracy-Robustness Tradeoff.

Peimeng Guan, Mark A. Davenport

CoRR, 2024

MANGO: Disentangled Image Transformation Manifolds with Grouped Operators.

Brighton Ancelin, Yenho Chen, Peimeng Guan, Chiraag Kaushik, Belen Martin-Urcelay, Alex Saad-Falcon, Nakul Singh

CoRR, 2024

2022

Loop Unrolled Shallow Equilibrium Regularizer (LUSER) - A Memory-Efficient Inverse Problem Solver.

Peimeng Guan, Jihui Jin, Justin Romberg, Mark A. Davenport

CoRR, 2022

Delta Distancing: A Lifting Approach to Localizing Items from User Comparisons.

Andrew D. McRae, Austin Xu, Jihui Jin, Namrata Nadagouda, Nauman Ahad, Peimeng Guan, Santhosh Karnik, Mark A. Davenport

Proceedings of the IEEE International Conference on Acoustics, 2022