Weijie Gan

According to our database, Weijie Gan authored at least 21 papers between 2020 and 2024.

Collaborative distances:

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

2024

Pseudo-MRI-Guided PET Image Reconstruction Method Based on a Diffusion Probabilistic Model.

Weijie Gan, Huidong Xie, Carl von Gall, Günther Platsch, Michael T. Jurkiewicz, Andrea Andrade, Udunna C. Anazodo, Ulugbek S. Kamilov, Hongyu An, Jorge Cabello

CoRR, 2024

2023

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

Weijie Gan, Chunwei Ying, Parna Eshraghi Boroojeni, Tongyao Wang, Cihat Eldeniz, Yuyang Hu, Jiaming Liu, Yasheng Chen, Hongyu An, Ulugbek S. Kamilov

IEEE Trans. Computational Imaging, 2023

FLAIR: A Conditional Diffusion Framework with Applications to Face Video Restoration.

Zihao Zou, Jiaming Liu, Shirin Shoushtari, Yubo Wang, Weijie Gan, Ulugbek S. Kamilov

CoRR, 2023

A Structured Pruning Algorithm for Model-based Deep Learning.

Chicago Park, Weijie Gan, Zihao Zou, Yuyang Hu, Zhixin Sun, Ulugbek S. Kamilov

CoRR, 2023

PtychoDV: Vision Transformer-Based Deep Unrolling Network for Ptychographic Image Reconstruction.

Weijie Gan, Qiuchen Zhai, Michael Thompson McCann, Cristina Garcia-Cardona, Ulugbek S. Kamilov, Brendt Wohlberg

CoRR, 2023

Block Coordinate Plug-and-Play Methods for Blind Inverse Problems.

Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek Kamilov

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SINCO: A Novel Structural Regularizer for Image Compression Using Implicit Neural Representations.

Harry Gao, Weijie Gan, Zhixin Sun, Ulugbek S. Kamilov

Proceedings of the IEEE International Conference on Acoustics, 2023

Convergence of Nonconvex PNP-ADMM with MMSE Denoisers.

Chicago Park, Shirin Shoushtari, Weijie Gan, Ulugbek S. Kamilov

Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

2022

Deformation-Compensated Learning for Image Reconstruction Without Ground Truth.

Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov

IEEE Trans. Medical Imaging, 2022

CoRRECT: A Deep Unfolding Framework for Motion-Corrected Quantitative R2* Mapping.

Xiaojian Xu, Weijie Gan, Satya V. V. N. Kothapalli, Dmitriy A. Yablonskiy, Ulugbek S. Kamilov

CoRR, 2022

Self-Supervised Deep Equilibrium Models for Inverse Problems with Theoretical Guarantees.

Weijie Gan, Chunwei Ying, Parna Eshraghi, Tongyao Wang, Cihat Eldeniz, Yuyang Hu, Jiaming Liu, Yasheng Chen, Hongyu An, Ulugbek S. Kamilov

CoRR, 2022

Online Deep Equilibrium Learning for Regularization by Denoising.

Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek Kamilov

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Cross-Video Neural Representations for High-Quality Frame Interpolation.

Wentao Shangguan, Yu Sun, Weijie Gan, Ulugbek S. Kamilov

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

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

Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov

IEEE Trans. Computational Imaging, 2021

MoDIR: Motion-Compensated Training for Deep Image Reconstruction without Ground Truth.

Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov

CoRR, 2021

Deep Image Reconstruction Using Unregistered Measurements Without Groundtruth.

Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Joint Reconstruction and Calibration Using Regularization by Denoising with Application to Computed Tomography.

Mingyang Xie, Jiaming Liu, Yu Sun, Weijie Gan, Brendt Wohlberg, Ulugbek S. Kamilov

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

SS-JIRCS: Self-Supervised Joint Image Reconstruction and Coil Sensitivity Calibration in Parallel MRI without Ground Truth.

Weijie Gan, Yuyang Hu, Cihat Eldeniz, Jiaming Liu, Yasheng Chen, Hongyu An, Ulugbek S. Kamilov

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Stochastic Deep Unfolding for Imaging Inverse Problems.

Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

RARE: Image Reconstruction Using Deep Priors Learned Without Groundtruth.

Jiaming Liu, Yu Sun, Cihat Eldeniz, Weijie Gan, Hongyu An, Ulugbek S. Kamilov

IEEE J. Sel. Top. Signal Process., 2020

Image Reconstruction for MRI using Deep CNN Priors Trained without Groundtruth.

Weijie Gan, Cihat Eldeniz, Jiaming Liu, Sihao Chen, Hongyu An, Ulugbek S. Kamilov

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020