Guan, Peimeng

4 publications

ICML 2025 SGD Jittering: A Training Strategy for Robust and Accurate Model-Based Architectures Peimeng Guan, Mark A. Davenport

TMLR 2024 Solving Inverse Problems with Model Mismatch Using Untrained Neural Networks Within Model-Based Architectures Peimeng Guan, Naveed Iqbal, Mark A. Davenport, Mudassir Masood

ICMLW 2023 An $\mathcal{A}$-Adaptive Loop Unrolled Architecture for Solving Inverse Problems with Forward Model Mismatch Peimeng Guan, Naveed Iqbal, Mark A. Davenport, Mudassir Masood

NeurIPSW 2022 Loop Unrolled Shallow Equilibrium Regularizer (LUSER) - A Memory-Efficient Inverse Problem Solver Peimeng Guan, Jihui Jin, Justin Romberg, Mark A. Davenport