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Ron Banner
Ron Banner
Machine Learning Researcher @ Intel & Technion
Verified email at intel.com
Title
Cited by
Cited by
Year
Post training 4-bit quantization of convolutional networks for rapid-deployment
R Banner, Y Nahshan, D Soudry
Advances in Neural Information Processing Systems 32, 2019
6602019
Scalable methods for 8-bit training of neural networks
R Banner, I Hubara, E Hoffer, D Soudry
Advances in neural information processing systems 31, 2018
4022018
Multipath routing algorithms for congestion minimization
R Banner, A Orda
IEEE/ACM Transactions on networking 15 (2), 413-424, 2007
2382007
Norm matters: efficient and accurate normalization schemes in deep networks
E Hoffer, R Banner, I Golan, D Soudry
Advances in Neural Information Processing Systems 31, 2018
1832018
Loss aware post-training quantization
Y Nahshan, B Chmiel, C Baskin, E Zheltonozhskii, R Banner, ...
Machine Learning 110 (11), 3245-3262, 2021
1642021
Accurate post training quantization with small calibration sets
I Hubara, Y Nahshan, Y Hanani, R Banner, D Soudry
International Conference on Machine Learning, 4466-4475, 2021
1472021
Improving post training neural quantization: Layer-wise calibration and integer programming
I Hubara, Y Nahshan, Y Hanani, R Banner, D Soudry
arXiv preprint arXiv:2006.10518, 2020
1392020
Bottleneck routing games in communication networks
R Banner, A Orda
IEEE Journal on Selected Areas in Communications 25 (6), 1173-1179, 2007
1262007
Accelerated sparse neural training: A provable and efficient method to find n: m transposable masks
I Hubara, B Chmiel, M Island, R Banner, J Naor, D Soudry
Advances in neural information processing systems 34, 21099-21111, 2021
942021
Aciq: Analytical clipping for integer quantization of neural networks
R Banner, Y Nahshan, E Hoffer, D Soudry
852018
Robust quantization: One model to rule them all
B Chmiel, R Banner, G Shomron, Y Nahshan, A Bronstein, U Weiser
Advances in neural information processing systems 33, 5308-5317, 2020
772020
Image registration
R Banner, O Barkol, D Freedman
US Patent 9,088,673, 2015
592015
Neural gradients are near-lognormal: improved quantized and sparse training
B Chmiel, L Ben-Uri, M Shkolnik, E Hoffer, R Banner, D Soudry
arXiv preprint arXiv:2006.08173, 2020
502020
GAN" Steerability" without optimization
N Spingarn, R Banner, T Michaeli
International Conference on Learning Representations, 2021
372021
Multi-objective topology control in wireless networks
R Banner, A Orda
IEEE INFOCOM 2008-The 27th Conference on Computer Communications, 448-456, 2008
352008
Designing low-capacity backup networks for fast restoration
R Banner, A Orda
2010 Proceedings IEEE INFOCOM, 1-9, 2010
332010
Thanks for nothing: Predicting zero-valued activations with lightweight convolutional neural networks
G Shomron, R Banner, M Shkolnik, U Weiser
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
282020
Feature map transform coding for energy-efficient CNN inference
B Chmiel, C Baskin, E Zheltonozhskii, R Banner, Y Yermolin, ...
2020 International Joint Conference on Neural Networks (IJCNN), 1-9, 2020
272020
Methods and arrangements to quantize a neural network with machine learning
S Majumdar, R Banner, M Nassar, L Storfer, A Agbaria, E Tumer, T Webb, ...
US Patent 11,216,719, 2022
242022
The power of tuning: A novel approach for the efficient design of survivable networks
R Banner, A Orda
IEEE/ACM Transactions on networking 15 (4), 737-749, 2007
242007
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