Pan Zhou
Pan Zhou
Research Scientist
Verified email at salesforce.com - Homepage
Title
Cited by
Cited by
Year
Tensor factorization for low-rank tensor completion
P Zhou, C Lu, Z Lin, C Zhang
IEEE Transactions on Image Processing 27 (3), 1152-1163, 2017
732017
Outlier-Robust Tensor PCA
P Zhou, J Feng
CVPR, 2017
572017
Deep adversarial subspace clustering
P Zhou, Y Hou, J Feng
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
542018
Integrated low-rank-based discriminative feature learning for recognition
P Zhou, Z Lin, C Zhang
IEEE transactions on neural networks and learning systems 27 (5), 1080-1093, 2015
512015
Efficient stochastic gradient hard thresholding
P Zhou, X Yuan, J Feng
Advances in Neural Information Processing Systems, 1984-1993, 2018
202018
Bilevel model-based discriminative dictionary learning for recognition
P Zhou, C Zhang, Z Lin
IEEE transactions on image processing 26 (3), 1173-1187, 2016
202016
Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds
P Zhou, XT Yuan, J Feng
AISTATS, 2018
182018
The landscape of deep learning algorithms
P Zhou, J Feng
ICLR, https://arxiv.org/abs/1705.07038, 2017
152017
Prototypical Contrastive Learning of Unsupervised Representations
J Li, P Zhou, C Xiong, R Socher, SCH Hoi
arXiv preprint arXiv:2005.04966, 2020
142020
Feature learning via partial differential equation with applications to face recognition
C Fang, Z Zhao, P Zhou, Z Lin
Pattern Recognition 69, 14-25, 2017
132017
Efficient Meta Learning via Minibatch Proximal Update
P Zhou, X Yuan, H Xu, S Yan, J Feng
NeurIPS 2019, 2019
122019
Understanding Generalization and Optimization Performance of Deep CNNs
P Zhou, J Feng
ICML, https://arxiv.org/abs/1805.10767, 2018
122018
Dictionary learning with structured noise
P Zhou, C Fang, Z Lin, C Zhang, EY Chang
Neurocomputing 273, 414-423, 2018
102018
New insight into hybrid stochastic gradient descent: Beyond with-replacement sampling and convexity
P Zhou, X Yuan, J Feng
Advances in Neural Information Processing Systems, 1234-1243, 2018
102018
Empirical risk landscape analysis for understanding deep neural networks
P Zhou, J Feng
ICLR 2018, 2018
72018
Tensor low-rank representation for data recovery and clustering
P Zhou, C Lu, J Feng, Z Lin, S Yan
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019
62019
Theory-inspired path-regularized differential network architecture search
P Zhou, C Xiong, R Socher, SCH Hoi
NeurIPS 2020 (Oral), 2020
42020
A stochastic trust region method for non-convex minimization
Z Shen, P Zhou, C Fang, A Ribeiro
arXiv preprint arXiv:1903.01540, 2019
32019
Task relation networks
J Li, P Zhou, Y Chen, J Zhao, S Roy, Y Shuicheng, J Feng, T Sim
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 932-940, 2019
32019
Exact recovery of tensor robust principal component analysis under linear transforms
C Lu, P Zhou
arXiv preprint arXiv:1907.08288, 2019
22019
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