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Gil Shomron
Gil Shomron
NVIDIA
Verified email at technion.ac.il - Homepage
Title
Cited by
Cited by
Year
Robust Quantization: One Model to Rule Them All
M Shkolnik, B Chmiel, R Banner, G Shomron, Y Nahshan, A Bronstein, ...
Advances in Neural Information Processing Systems (NIPS), 5308-5317, 2020
74*2020
Spatial Correlation and Value Prediction in Convolutional Neural Networks
G Shomron, U Weiser
IEEE Computer Architecture Letters 18 (1), 10-13, 2018
472018
Post-Training Sparsity-Aware Quantization
G Shomron, F Gabbay, S Kurzum, U Weiser
Advances in Neural Information Processing Systems (NIPS), 17737--17748, 2021
312021
Thanks for Nothing: Predicting Zero-Valued Activations with Lightweight Convolutional Neural Networks
G Shomron, R Banner, M Shkolnik, U Weiser
European Conference on Computer Vision (ECCV), 234-250, 2020
272020
SMT-SA: Simultaneous Multithreading in Systolic Arrays
G Shomron, T Horowitz, U Weiser
IEEE Computer Architecture Letters 18 (2), 99-102, 2019
232019
Non-Blocking Simultaneous Multithreading: Embracing the Resiliency of Deep Neural Networks
G Shomron, U Weiser
IEEE/ACM International Symposium on Microarchitecture (MICRO), 256-269, 2020
172020
Compression of Neural Networks for Specialized Tasks via Value Locality
F Gabbay, G Shomron
Mathematics 9 (20), 2612, 2021
32021
Post-Training BatchNorm Recalibration
G Shomron, U Weiser
arXiv preprint arXiv:2010.05625, 2020
22020
Optimizing Read-Once Data Flow in Big-Data Applications
TY Morad, G Shomron, M Erez, A Kolodny, UC Weiser
IEEE Computer Architecture Letters 16 (1), 68-71, 2016
12016
Enhancing DNN Training Efficiency Via Dynamic Asymmetric Architecture
S Kurzum, G Shomron, F Gabbay, U Weiser
IEEE Computer Architecture Letters 22 (1), 49-52, 2023
2023
Structured Compression of Convolutional Neural Networks for Specialized Tasks
F Gabbay, B Salomon, G Shomron
Mathematics 10 (19), 2227, 2022
2022
Non-Blocking Simultaneous Multithreading (NB-SMT)
G Shomron, U Weiser
US Patent App. 17/447,065, 2022
2022
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