Підписатись
Zhihui Zhu
Zhihui Zhu
Assistant Professor, Ohio State University
Підтверджена електронна адреса в osu.edu - Домашня сторінка
Назва
Посилання
Посилання
Рік
A Geometric Analysis of Neural Collapse with Unconstrained Features
Z Zhu, T Ding, J Zhou, X Li, C You, J Sulam, Q Qu
Advances in Neural Information Processing Systems, 2021
2152021
On projection matrix optimization for compressive sensing systems
G Li, Z Zhu, D Yang, L Chang, H Bai
IEEE Transactions on Signal Processing 61 (11), 2887-2898, 2013
2032013
Global optimality in low-rank matrix optimization
Z Zhu, Q Li, G Tang, MB Wakin
IEEE Transactions on Signal Processing 66 (13), 3614-3628, 2018
1762018
The non-convex geometry of low-rank matrix optimization
Q Li, Z Zhu, G Tang
Information and Inference: A Journal of the IMA 8 (1), 51-96, 2019
147*2019
Only train once: A one-shot neural network training and pruning framework
T Chen, B Ji, T Ding, B Fang, G Wang, Z Zhu, L Liang, Y Shi, S Yi, X Tu
Advances in Neural Information Processing Systems 34, 19637-19651, 2021
1362021
Robust Training under Label Noise by Over-parameterization
S Liu, Z Zhu, Q Qu, C You
Proceedings of the 39th International Conference on Machine Learning, 2022
1342022
Error-tolerant deep learning for remote sensing image scene classification
Y Li, Y Zhang, Z Zhu
IEEE transactions on cybernetics 51 (4), 1756-1768, 2020
1292020
Nonconvex robust low-rank matrix recovery
X Li, Z Zhu, A Man-Cho So, R Vidal
SIAM Journal on Optimization 30 (1), 660-686, 2020
1182020
Cdfi: Compression-driven network design for frame interpolation
T Ding, L Liang, Z Zhu, I Zharkov
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
1142021
On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features
J Zhou, X Li, T Ding, C You, Q Qu, Z Zhu
Proceedings of the 39th International Conference on Machine Learning 162 …, 2022
1112022
SAR image denoising via sparse representation in shearlet domain based on continuous cycle spinning
S Liu, M Liu, P Li, J Zhao, Z Zhu, X Wang
IEEE transactions on geoscience and remote sensing 55 (5), 2985-2992, 2017
1102017
Weakly convex optimization over Stiefel manifold using Riemannian subgradient-type methods
X Li, S Chen, Z Deng, Q Qu, Z Zhu, A Man-Cho So
SIAM Journal on Optimization 31 (3), 1605-1634, 2021
95*2021
Learning deep cross-modal embedding networks for zero-shot remote sensing image scene classification
Y Li, Z Zhu, JG Yu, Y Zhang
IEEE Transactions on Geoscience and Remote Sensing 59 (12), 10590-10603, 2021
942021
The global optimization geometry of low-rank matrix optimization
Z Zhu, Q Li, G Tang, MB Wakin
IEEE Transactions on Information Theory, 2021
90*2021
Hankel low-rank approximation for seismic noise attenuation
C Wang, Z Zhu, H Gu, X Wu, S Liu
IEEE Transactions on Geoscience and Remote Sensing 57 (1), 561-573, 2018
812018
Methods to enhance seismic faults and construct fault surfaces
X Wu, Z Zhu
Computers & Geosciences 107, 37-48, 2017
702017
Alternating minimizations converge to second-order optimal solutions
Q Li, Z Zhu, G Tang
International Conference on Machine Learning, 3935-3943, 2019
692019
Image fusion based on complex-shearlet domain with guided filtering
S Liu, M Shi, Z Zhu, J Zhao
Multidimensional Systems and Signal Processing 28 (1), 207-224, 2017
652017
Are all losses created equal: A neural collapse perspective
J Zhou, C You, X Li, K Liu, S Liu, Q Qu, Z Zhu
Advances in Neural Information Processing Systems, 2022
612022
Dual principal component pursuit: Improved analysis and efficient algorithms
Z Zhu, Y Wang, D Robinson, D Naiman, R Vidal, M Tsakiris
Advances in Neural Information Processing Systems 31, 2018
602018
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