Weijie Gan

RARE: Image Reconstruction Using Deep Priors Learned Without Groundtruth

Jiaming Liu, Yu Sun, Cihat Eldeniz et al. · IEEE Journal of Selected Topics in Signal Processing · 2020 · 145 citations · Full text

Image Reconstruction, Engineering, Machine Learning +20

SGD-Net: Efficient Model-Based Deep Learning With Theoretical Guarantees

Jiaming Liu, Yu Sun, Weijie Gan et al. · IEEE Transactions on Computational Imaging · 2021 · 32 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +20

Learning‐based motion artifact removal networks for quantitative R2∗ mapping

Xiaojian Xu, Satya V. V. N. Kothapalli, Jiaming Liu et al. · Magnetic Resonance in Medicine · 2022 · 24 citations

Deformation-Compensated Learning for Image Reconstruction Without Ground Truth

Weijie Gan, Yu Sun, Cihat Eldeniz et al. · IEEE Transactions on Medical Imaging · 2022 · 12 citations · Full text

Self-Supervised Deep Equilibrium Models With Theoretical Guarantees and Applications to MRI Reconstruction

Weijie Gan, Chunwei Ying, Parna Eshraghi Boroojeni et al. · IEEE Transactions on Computational Imaging · 2023 · 12 citations