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Junqi Tang
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Year
Gradient Projection Iterative Sketch for Large-Scale Constrained Least-Squares
J Tang, M Golbabaee, ME Davies
ICML 2017 - International Conference on Machine Learning, 3377-3386, 2017
332017
The Practicality of Stochastic Optimization in Imaging Inverse Problems
J Tang, K Egiazarian, M Golbabaee, M Davies
IEEE Transactions on Computational Imaging 6, 1471-1485, 2020
252020
A Stochastic Proximal Alternating Minimization for Nonsmooth and Nonconvex Optimization
D Driggs*, J Tang*, J Liang, M Davies, CB Schönlieb
SIAM Journal on Imaging Sciences 14 (4), 1932-1970, 2021
22*2021
The Neural Tangent Link Between CNN Denoisers and Non-Local Filters
J Tachella, J Tang, M Davies
CVPR 2021 - IEEE/CVF Conference on Computer Vision and Pattern Recognition …, 2021
21*2021
Rest-Katyusha: Exploiting the Solution's Structure via Scheduled Restart Schemes
J Tang, M Golbabaee, F Bach, M Davies
NeurIPS 2018 - Advances in Neural Information Processing Systems, 427-438, 2018
162018
A Fast Stochastic Plug-and-Play ADMM for Imaging Inverse Problems
J Tang, M Davies
arXiv preprint arXiv:2006.11630, 2020
102020
Accelerating Deep Unrolling Networks via Dimensionality Reduction
J Tang, S Mukherjee, CB Schönlieb
arXiv preprint arXiv:2208.14784, 2022
8*2022
The Limitation and Practical Acceleration of Stochastic Gradient Algorithms in Inverse Problems
J Tang, K Egiazarian, M Davies
ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal …, 2019
62019
Data-Driven Mirror Descent with Input-Convex Neural Networks
HY Tan, S Mukherjee, J Tang, CB Schönlieb
SIAM Journal on Mathematics of Data Science, 2023
52023
Structure-Adaptive Accelerated Coordinate Descent
J Tang, M Golbabaee, F Bach, M Davies
Applied Inverse Problems, 2019
5*2019
Exploiting the Structure via Sketched Gradient Algorithms
J Tang, M Golbabaee, M Davies
GlobalSIP 2017 - IEEE Global Conference on Signal and Information Processing …, 2017
42017
Provably Convergent Plug-and-Play Quasi-Newton Methods
HY Tan, S Mukherjee, J Tang, CB Schönlieb
arXiv preprint arXiv:2303.07271, 2023
12023
OsmoticGate: Adaptive Edge-based Real-time Video Analytics for the Internet of Things
B Qian, Z Wen, J Tang, Y Yuan, A Zomaya, R Ranjan
IEEE Transactions on Computers, 2023
12023
Accelerating Plug-and-Play Image Reconstruction via Multi-Stage Sketched Gradients
J Tang
arXiv preprint arXiv:2203.07308, 2022
12022
The Non-uniform Fast Fourier Transform in Computed Tomography
J Tang
The University of Edinburgh (Masters Thesis), 2015
12015
Robust Data-Driven Accelerated Mirror Descent
HY Tan, S Mukherjee, J Tang, A Hauptmann, CB Schönlieb
ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal …, 2023
2023
NF-ULA: Langevin Monte Carlo with Normalizing Flow Prior for Imaging Inverse Problems
Z Cai, J Tang, S Mukherjee, J Li, CB Schönlieb, X Zhang
arXiv preprint arXiv:2304.08342, 2023
2023
Stochastic Primal Dual Hybrid Gradient Algorithm with Adaptive Step-Sizes
A Chambolle, C Delplancke, MJ Ehrhardt, CB Schönlieb, J Tang
arXiv preprint arXiv:2301.02511, 2023
2023
Practical Acceleration of the Condat-Vu Algorithm
D Driggs, M Ehrhardt, CB Schönlieb, J Tang
https://www.repository.cam.ac.uk/bitstream/handle/1810/339324 …, 2023
2023
Stochastic Primal-Dual Three Operator Splitting with Arbitrary Sampling and Preconditioning
J Tang, M Ehrhardt, CB Schönlieb
arXiv preprint arXiv:2208.01631, 2022
2022
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Articles 1–20