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Weijie Gan
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2020 – today
- 2024
- [c12]Junhao Hu, Weijie Gan, Zhixin Sun, Hongyu An, Ulugbek Kamilov:
A Plug-and-Play Image Registration Network. ICLR 2024 - [c11]Yuyang Hu, Satya V. V. N. Kothapalli, Weijie Gan, Alexander L. Sukstanskii, Gregory F. Wu, Manu Goyal, Dmitriy A. Yablonskiy, Ulugbek S. Kamilov:
DiffGEPCI: 3D MRI Synthesis from mGRE Signals using 2.5D Diffusion Model. ISBI 2024: 1-4 - [i14]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 abs/2403.18139 (2024) - 2023
- [j4]Weijie Gan
, Chunwei Ying
Self-Supervised Deep Equilibrium Models With Theoretical Guarantees and Applications to MRI Reconstruction. IEEE Trans. Computational Imaging 9: 796-807 (2023) - [c10]Chicago Park, Shirin Shoushtari, Weijie Gan, Ulugbek S. Kamilov:
Convergence of Nonconvex PNP-ADMM with MMSE Denoisers. CAMSAP 2023: 511-515 - [c9]Harry Gao, Weijie Gan, Zhixin Sun, Ulugbek S. Kamilov:
SINCO: A Novel Structural Regularizer for Image Compression Using Implicit Neural Representations. ICASSP 2023: 1-5 - [c8]Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek Kamilov:
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems. NeurIPS 2023 - [i13]Weijie Gan, Shirin Shoushtari, Yuyang Hu, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov:
Block Coordinate Plug-and-Play Methods for Blind Inverse Problems. CoRR abs/2305.12672 (2023) - [i12]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 abs/2310.07504 (2023) - [i11]Chicago Park, Weijie Gan, Zihao Zou, Yuyang Hu, Zhixin Sun, Ulugbek S. Kamilov:
A Structured Pruning Algorithm for Model-based Deep Learning. CoRR abs/2311.02003 (2023) - [i10]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 abs/2311.15445 (2023) - [i9]Chicago Park, Shirin Shoushtari, Weijie Gan, Ulugbek S. Kamilov:
Convergence of Nonconvex PnP-ADMM with MMSE Denoisers. CoRR abs/2311.18810 (2023) - 2022
- [j3]Weijie Gan
Deformation-Compensated Learning for Image Reconstruction Without Ground Truth. IEEE Trans. Medical Imaging 41(9): 2371-2384 (2022) - [c7]Wentao Shangguan, Yu Sun
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation. ECCV (15) 2022: 511-528 - [c6]Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek Kamilov:
Online Deep Equilibrium Learning for Regularization by Denoising. NeurIPS 2022 - [i8]Wentao Shangguan
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation. CoRR abs/2203.00137 (2022) - [i7]Jiaming Liu, Xiaojian Xu, Weijie Gan, Shirin Shoushtari, Ulugbek S. Kamilov:
Online Deep Equilibrium Learning for Regularization by Denoising. CoRR abs/2205.13051 (2022) - [i6]Weijie Gan, Chunwei Ying, Parna Eshraghi, Tongyao Wang, Cihat Eldeniz
Self-Supervised Deep Equilibrium Models for Inverse Problems with Theoretical Guarantees. CoRR abs/2210.03837 (2022) - [i5]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 abs/2210.06330 (2022) - [i4]Harry Gao, Weijie Gan, Zhixin Sun, Ulugbek S. Kamilov:
SINCO: A Novel structural regularizer for image compression using implicit neural representations. CoRR abs/2210.14974 (2022) - 2021
- [j2]Jiaming Liu
SGD-Net: Efficient Model-Based Deep Learning With Theoretical Guarantees. IEEE Trans. Computational Imaging 7: 598-610 (2021) - [c5]Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov:
Stochastic Deep Unfolding for Imaging Inverse Problems. ICASSP 2021: 1395-1399 - [c4]Mingyang Xie, Jiaming Liu, Yu Sun
Joint Reconstruction and Calibration Using Regularization by Denoising with Application to Computed Tomography. ICCVW 2021: 4011-4020 - [c3]Weijie Gan, Yuyang Hu, Cihat Eldeniz
SS-JIRCS: Self-Supervised Joint Image Reconstruction and Coil Sensitivity Calibration in Parallel MRI without Ground Truth. ICCVW 2021: 4031-4039 - [c2]Weijie Gan, Yu Sun, Cihat Eldeniz
Deep Image Reconstruction Using Unregistered Measurements Without Groundtruth. ISBI 2021: 1531-1534 - [i3]Jiaming Liu, Yu Sun, Weijie Gan, Xiaojian Xu, Brendt Wohlberg, Ulugbek S. Kamilov:
SGD-Net: Efficient Model-Based Deep Learning with Theoretical Guarantees. CoRR abs/2101.09379 (2021) - [i2]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 abs/2107.05533 (2021) - 2020
- [j1]Jiaming Liu
RARE: Image Reconstruction Using Deep Priors Learned Without Groundtruth. IEEE J. Sel. Top. Signal Process. 14(6): 1088-1099 (2020) - [c1]Weijie Gan, Cihat Eldeniz
Image Reconstruction for MRI using Deep CNN Priors Trained without Groundtruth. ACSSC 2020: 475-479 - [i1]Weijie Gan, Yu Sun, Cihat Eldeniz, Jiaming Liu, Hongyu An, Ulugbek S. Kamilov:
Deep Image Reconstruction using Unregistered Measurements without Groundtruth. CoRR abs/2009.13986 (2020)
Coauthor Index
aka: Ulugbek S. Kamilov
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