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Maying Shen
Maying Shen
Verified email at nvidia.com - Homepage
Title
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Cited by
Year
Global vision transformer pruning with hessian-aware saliency
H Yang, H Yin, M Shen, P Molchanov, H Li, J Kautz
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
66*2023
Structural pruning via latency-saliency knapsack
M Shen, H Yin, P Molchanov, L Mao, J Liu, JM Alvarez
NeurIPS 2022, 2022
46*2022
When to prune? a policy towards early structural pruning
M Shen, P Molchanov, H Yin, JM Alvarez
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
362022
Anomaly detection based on nearest neighbor search with locality-sensitive B-tree
M Shen, X Jiang, T Sun
Neurocomputing 289, 55-67, 2018
202018
Soft masking for cost-constrained channel pruning
R Humble, M Shen, JA Latorre, E Darve, J Alvarez
European Conference on Computer Vision, 641-657, 2022
152022
Optimal quantization using scaled codebook
Y Idelbayev, P Molchanov, M Shen, H Yin, MA Carreira-Perpinán, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
62021
Crowd counting estimation in video surveillance based on linear regression function
M Shen, T Sun, X Jiang, K Xu
2016 9th International Congress on Image and Signal Processing, BioMedical …, 2016
42016
Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
A Bair, H Yin, M Shen, P Molchanov, J Alvarez
arXiv preprint arXiv:2306.14306, 2023
22023
Pruning neural networks
M Shen, P Molchanov, H Yin, JMA Lopez
US Patent App. 17/201,768, 2022
22022
Calculating data compression parameters
Y Idelbayev, P Molchanov, HD Yin, M Shen, JMA Lopez
US Patent App. 16/952,893, 2022
22022
Anomaly Detection by Analyzing the Pedestrian Behavior and the Dynamic Changes of Behavior
M Shen, X Jiang, T Sun
Intelligent Computing Theories and Application: 13th International …, 2017
22017
Hardware-Aware Latency Pruning for Real-Time 3D Object Detection
M Shen, L Mao, J Chen, J Hsu, X Sun, O Knieps, C Maxim, JM Alvarez
2023 IEEE Intelligent Vehicles Symposium (IV), 1-6, 2023
12023
Sharpness-aware minimization for robustness in sparse neural networks
A Bair, H Yin, P Molchanov, M Shen, JMA Lopez
US Patent App. 18/459,083, 2024
2024
Dynamic neural network model sparsification
JMA Lopez, P Molchanov, H Yin, M Shen, L Mao, SUN Xinglong
US Patent App. 18/203,552, 2024
2024
Augmenting legacy neural networks for flexible inference
JL Clemons, SW Keckler, I Frosio, JMA Lopez, M Shen
US Patent App. 17/820,780, 2023
2023
Augmenting Legacy Networks for Flexible Inference
J Clemons, I Frosio, M Shen, JM Alvarez, SW Keckler
2023 IEEE Intelligent Vehicles Symposium (IV), 1-8, 2023
2023
Performance-aware size reduction for neural networks
M Shen, P Molchanov, H Yin, L Mao, J Liu, JMA Lopez
US Patent App. 17/398,673, 2023
2023
Towards Dynamic Sparsification by Iterative Prune-Grow LookAheads
X Sun, M Shen, H Yin, L Mao, P Molchanov, JM Alvarez
2022
Supplemental: Soft Masking for Cost-Constrained Channel Pruning
R Humble, M Shen, JA Latorre, E Darve, J Alvarez
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Articles 1–19