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Ju Sun
Ju Sun
Assistant Professor, Computer Science & Engineering, University of Minnesota at Twin Cities
Verified email at umn.edu - Homepage
Title
Cited by
Cited by
Year
Robust recovery of subspace structures by low-rank representation
G Liu, Z Lin, S Yan, J Sun, Y Yu, Y Ma
IEEE Transactions on Pattern Analysis and Machine Intelligence 35 (1), 171-184, 2013
34842013
A geometric analysis of phase retrieval
J Sun, Q Qu, J Wright
Foundations of Computational Mathematics 18, 1131-1198, 2018
5882018
Hierarchical spatio-temporal context modeling for action recognition
J Sun, X Wu, S Yan, LF Cheong, TS Chua, J Li
Computer Vision and Pattern Recognition, 2009. CVPR 2009. IEEE Conference on …, 2009
5662009
Complete dictionary recovery over the sphere I: Overview and the geometric picture
J Sun, Q Qu, J Wright
IEEE Transactions on Information Theory 63 (2), 853-884, 2016
3152016
When are nonconvex problems not scary?
J Sun, Q Qu, J Wright
arXiv preprint arXiv:1510.06096, 2015
201*2015
Complete dictionary recovery over the sphere II: Recovery by Riemannian trust-region method
J Sun, Q Qu, J Wright
IEEE Transactions on Information Theory 63 (2), 885-914, 2016
1512016
Finding a sparse vector in a subspace: Linear sparsity using alternating directions
Q Qu, J Sun, J Wright
Advances in Neural Information Processing Systems 27, 2014
1232014
High-Speed Channel Modeling With Machine Learning Methods for Signal Integrity Analysis
T Lu, J Sun, K Wu, Z Yang
IEEE Transactions on Electromagnetic Compatibility, 2018
1182018
Complete dictionary recovery over the sphere
J Sun, Q Qu, J Wright
2015 International Conference on Sampling Theory and Applications (SampTA …, 2015
1032015
Activity recognition using dense long-duration trajectories
J Sun, Y Mu, S Yan, LF Cheong
Multimedia and Expo (ICME), 2010 IEEE International Conference on, 322-327, 2010
782010
Robust low-rank subspace segmentation with semidefinite guarantees
Y Ni, J Sun, X Yuan, S Yan, LF Cheong
Data Mining Workshops (ICDMW), 2010 IEEE International Conference on, 1179-1188, 2010
682010
Subgradient Descent Learns Orthogonal Dictionaries
Y Bai, Q Jiang, J Sun
International Conference on Learning Representations 2019, 2019
562019
Holographic Phase Retrieval and Reference Design
DA Barmherzig, J Sun, PN Li, TJ Lane, EJ Candès
Inverse Problems, 2019
462019
Early Stopping for Deep Image Prior
H Wang, T Li, Z Zhuang, T Chen, H Liang, J Sun
Transactions on Machine Learning Research, 2023
452023
A Unified Analysis of AdaGrad With Weighted Aggregation and Momentum Acceleration
L Shen, C Chen, F Zou, Z Jie, J Sun, W Liu
IEEE Transactions on Neural Networks and Learning Systems, 2023
44*2023
Complete dictionary recovery using nonconvex optimization
J Sun, Q Qu, J Wright
International Conference on Machine Learning, 2351-2360, 2015
432015
Randomized locality sensitive vocabularies for bag-of-features model
Y Mu, J Sun, TX Han, LF Cheong, S Yan
European Conference on Computer Vision, 748-761, 2010
412010
Performance of a chest radiograph ai diagnostic tool for covid-19: A prospective observational study
J Sun, L Peng, T Li, D Adila, Z Zaiman, GB Melton-Meaux, NE Ingraham, ...
Radiology: Artificial Intelligence 4 (4), e210217, 2022
31*2022
Transient simulation for high-speed channels with recurrent neural network
T Nguyen, T Lu, J Sun, Q Le, K We, J Schut-Aine
2018 IEEE 27th Conference on Electrical Performance of Electronic Packaging …, 2018
262018
Dictionary learning in Fourier-transform scanning tunneling spectroscopy
SC Cheung, JY Shin, Y Lau, Z Chen, J Sun, Y Zhang, MA Müller, ...
Nature Communications 11 (1), 1-11, 2020
18*2020
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