Suivre
Penghang Yin
Penghang Yin
Adresse e-mail validée de albany.edu
Titre
Citée par
Citée par
Année
Minimization of for Compressed Sensing
P YIN, Y LOU, QI HE, J XIN
SIAM Journal on Scientific Computing 37 (1), A536-A563, 2015
2842015
Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets
P Yin, J Lyu, S Zhang, S Osher, Y Qi, J Xin
International Conference on Learning Representations (ICLR), 2019
1312019
Computing Sparse Representation in a Highly Coherent Dictionary Based on Difference of L1 and L2
Y Lou, P Yin, Q He, J Xin
Journal of Scientific Computing 64 (1), 178-196, 2015
1192015
Deep learning for real-time crime forecasting and its ternarization
B Wang, P Yin, AL Bertozzi, PJ Brantingham, SJ Osher, J Xin
Chinese Annals of Mathematics, 2019
642019
SCRABBLE: Single-Cell RNA-Seq Imputation Constrained by Bulk RNA-Seq Data
T Peng, Q Zhu, P Yin, K Tan
Genome Biology 20 (1), 88, 2019
622019
Binaryrelax: A relaxation approach for training deep neural networks with quantized weights
P Yin, S Zhang, J Lyu, S Osher, Y Qi, J Xin
SIAM Journal on Imaging Sciences 11 (4), 2205-2223, 2018
622018
Ratio and Difference of l1 and l2 Norms and Sparse Representation with Coherent Dictionaries
P Yin, E Esser, J Xin
Communications in Information and Systems 14 (2), 87-109, 2014
582014
Blended coarse gradient descent for full quantization of deep neural networks
P Yin, S Zhang, J Lyu, S Osher, Y Qi, J Xin
Research in the Mathematical Sciences 6 (1), 1-23, 2019
552019
Quantization and Training of Low Bit-Width Convolutional Neural Networks for Object Detection
P Yin, S Zhang, Y Qi, J Xin
Journal of Computational Mathematics, 2018
51*2018
Non-ergodic Convergence Analysis of Heavy-Ball Algorithms
T Sun, P Yin, D Li, C Huang, L Guan, H Jiang
AAAI Conference on Artificial Intelligence (AAAI), 2019
392019
Laplacian smoothing gradient descent
S Osher, B Wang, P Yin, X Luo, F Barekat, M Pham, A Lin
arXiv preprint arXiv:1806.06317, 2018
392018
Computations of optimal transport distance with Fisher information regularization
W Li, P Yin, S Osher
Journal of Scientific Computing, 2017
372017
Point Source Super-resolution Via Non-convex L1 Based Methods
Y Lou, P Yin, J Xin
Journal of Scientific Computing 68 (3), 1082-1100, 2016
372016
Unbalanced and Partial L1 Monge–Kantorovich Problem: A Scalable Parallel First-Order Method
E Ryu, W Li, P Yin, S Osher
Journal of Scientific Computing, 2017
26*2017
PhaseLiftOff: an Accurate and Stable Phase Retrieval Method Based on Difference of Trace and Frobenius Norms
P Yin, J Xin
Communications in Mathematical Sciences 13 (4), 1033-1049, 2015
242015
Alternating direction method of multipliers with difference of convex functions
T Sun, P Yin, L Cheng, H Jiang
Advances in Computational Mathematics 44 (3), 723-744, 2018
232018
Transformed Schatten-1 Iterative Thresholding Algorithms for Low Rank Matrix Completion
S Zhang, P Yin, J Xin
Communications in Mathematical Sciences 15 (3), 839-862, 2017
23*2017
Adversarial defense via the data-dependent activation, total variation minimization, and adversarial training
B Wang, A Lin, P Yin, W Zhu, A L Bertozzi, S J Osher
Inverse Problems & Imaging, 2020
22*2020
Iterative minimization for non-convex compressed sensing
P Yin, J Xin
Journal of Computational Mathematics 35 (4), 439-451, 2017
132017
A Geometric Blind Source Separation Method Based on Facet Component Analysis
P Yin, Y Sun, J Xin
Signal, Image and Video Processing 10 (1), 19-28, 2016
122016
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