Weijie Gan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 29

Top Topics

Image Reconstruction

Inverse Problems

Sparsely Sampled

Computed Tomography

Top Venues

IEEE Trans. Computational Imaging

Publications

Weijie Gan, Huidong Xie, Carl von Gall, Günther Platsch, Michael T. Jurkiewicz, Andrea Andrade, Udunna C. Anazodo, Ulugbek S. Kamilov, Hongyu An, Jorge Cabello
Pseudo-MRI-Guided PET Image Reconstruction Method Based on a Diffusion Probabilistic Model. CoRR (2024)
Junhao Hu, Weijie Gan, Zhixin Sun, Hongyu An, Ulugbek Kamilov
A Plug-and-Play Image Registration Network. ICLR (2024)
Chicago Park, Shirin Shoushtari, Weijie Gan, Ulugbek S. Kamilov
Convergence of Nonconvex PnP-ADMM with MMSE Denoisers. CoRR (2023)
Zihao Zou, Jiaming Liu, Shirin Shoushtari, Yubo Wang, Weijie Gan, Ulugbek S. Kamilov
FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration. CoRR (2023)
Weijie Gan, Chunwei Ying, Parna Eshraghi Boroojeni, Tongyao Wang, Cihat Eldeniz, Yuyang Hu, Jiaming Liu, Yasheng Chen, Hongyu An, Ulugbek S. Kamilov
Self-Supervised Deep Equilibrium Models With Theoretical Guarantees and Applications to MRI Reconstruction. IEEE Trans. Computational Imaging 9 (2023)
Chicago Park, Shirin Shoushtari, Weijie Gan, Ulugbek S. Kamilov
Convergence of Nonconvex PNP-ADMM with MMSE Denoisers. CAMSAP (2023)
Weijie Gan, Qiuchen Zhai, Michael Thompson McCann, Cristina Garcia-Cardona, Ulugbek S. Kamilov, Brendt Wohlberg
PtychoDV: Vision Transformer-Based Deep Unrolling Network for Ptychographic Image Reconstruction. CoRR (2023)
Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems. CoRR (2023)
Chicago Park, Weijie Gan, Zihao Zou, Yuyang Hu, Zhixin Sun, Ulugbek S. Kamilov
A Structured Pruning Algorithm for Model-based Deep Learning. CoRR (2023)
Harry Gao, Weijie Gan, Zhixin Sun, Ulugbek S. Kamilov
SINCO: A Novel Structural Regularizer for Image Compression Using Implicit Neural Representations. ICASSP (2023)
Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek Kamilov
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems. NeurIPS (2023)
Harry Gao, Weijie Gan, Zhixin Sun, Ulugbek S. Kamilov
SINCO: A Novel structural regularizer for image compression using implicit neural representations. CoRR (2022)
Weijie Gan, Chunwei Ying, Parna Eshraghi, Tongyao Wang, Cihat Eldeniz, Yuyang Hu, Jiaming Liu, Yasheng Chen, Hongyu An, Ulugbek S. Kamilov
Self-Supervised Deep Equilibrium Models for Inverse Problems with Theoretical Guarantees. CoRR (2022)
Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek S. Kamilov
Online Deep Equilibrium Learning for Regularization by Denoising. CoRR (2022)
Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek Kamilov
Online Deep Equilibrium Learning for Regularization by Denoising. NeurIPS (2022)
Wentao Shangguan, Yu Sun, Weijie Gan, Ulugbek S. Kamilov
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation. CoRR (2022)
Xiaojian Xu, Weijie Gan, Satya V. V. N. Kothapalli, Dmitriy A. Yablonskiy, Ulugbek S. Kamilov
CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping. CoRR (2022)
Wentao Shangguan, Yu Sun, Weijie Gan, Ulugbek S. Kamilov
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation. ECCV (15) (2022)
Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov
Deformation-Compensated Learning for Image Reconstruction Without Ground Truth. IEEE Trans. Medical Imaging 41 (9) (2022)
Mingyang Xie, Jiaming Liu, Yu Sun, Weijie Gan, Brendt Wohlberg, Ulugbek S. Kamilov
Joint Reconstruction and Calibration Using Regularization by Denoising with Application to Computed Tomography. ICCVW (2021)
Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov
MoDIR: Motion-Compensated Training for Deep Image Reconstruction without Ground Truth. CoRR (2021)
Weijie Gan, Yuyang Hu, Cihat Eldeniz, Jiaming Liu, Yasheng Chen, Hongyu An, Ulugbek S. Kamilov
SS-JIRCS: Self-Supervised Joint Image Reconstruction and Coil Sensitivity Calibration in Parallel MRI without Ground Truth. ICCVW (2021)
Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov
Deep Image Reconstruction Using Unregistered Measurements Without Groundtruth. ISBI (2021)
Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov
SGD-Net: Efficient Model-Based Deep Learning with Theoretical Guarantees. CoRR (2021)
Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov
Stochastic Deep Unfolding for Imaging Inverse Problems. ICASSP (2021)
Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov
SGD-Net: Efficient Model-Based Deep Learning With Theoretical Guarantees. IEEE Trans. Computational Imaging 7 (2021)
Jiaming Liu, Yu Sun, Cihat Eldeniz, Weijie Gan, Hongyu An, Ulugbek S. Kamilov
RARE: Image Reconstruction Using Deep Priors Learned Without Groundtruth. IEEE J. Sel. Top. Signal Process. 14 (6) (2020)
Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov
Deep Image Reconstruction using Unregistered Measurements without Groundtruth. CoRR (2020)
Weijie Gan, Cihat Eldeniz, Jiaming Liu, Sihao Chen, Hongyu An, Ulugbek S. Kamilov
Image Reconstruction for MRI using Deep CNN Priors Trained without Groundtruth. ACSSC (2020)