Ron Banner

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Ariel OrdaProfessor of Electrical Engineering, Technion - Israel Institute of TechnologyVerified email at ee.technion.ac.il
Brian ChmielTechnion IITVerified email at campus.technion.ac.il
Evgenii ZheltonozhskiiTechnion - Israel Institute of TechnologyVerified email at campus.technion.ac.il
Chaim BaskinTechnionVerified email at technion.ac.il
Avi MendelsonElectrical Engineering and Computer Science, Technion,Verified email at technion.ac.il
Alex BronsteinDan Broida Academic Chair, Schmidt Chair of AI, CS@TechnionVerified email at technion.ac.il
Yair HananiVerified email at habana.ai
Tomer MichaeliAssociate Professor of Electrical and Computer Engineering, TechnionVerified email at ee.technion.ac.il
Omer BarkolDirector of Engineering of Acute Care at GE HealthcareVerified email at ge.com
Moran ShkolnikTechnionVerified email at campus.technion.ac.il
Gil ShomronNVIDIAVerified email at technion.ac.il
Uri WeiserProfessor, TechnionVerified email at ee.technion.ac.il
Nurit Spingarn EliezerPhD candidate, Technion - Israel Institute of TechnologyVerified email at campus.technion.ac.il
Moshe IslandIntelVerified email at intel.com
Joseph Seffi NaorTechnionVerified email at cs.technion.ac.il
shahar golanJCTVerified email at g.jct.ac.il
Lior ShapiraMetaVerified email at meta.com
Doron ShakedGE-HealthcareVerified email at gehealthcare.com
Tsang Ing RenCenter for Informatics - CIn, Federal University of Pernambuco - UFPEVerified email at cin.ufpe.br
Pavel Kisilev, PhDCTO AI, Huawei Tel Aviv Research CenterVerified email at huawei.com

Ron Banner

Machine Learning Researcher @ Intel & Technion

Verified email at intel.com

Deep Learning Machine Learning Artificial Intelligence


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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	581	2019
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	363	2018
Multipath routing algorithms for congestion minimization R Banner, A Orda IEEE/ACM Transactions on networking 15 (2), 413-424, 2007	235	2007
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	177	2018
Loss aware post-training quantization Y Nahshan, B Chmiel, C Baskin, E Zheltonozhskii, R Banner, ... Machine Learning 110 (11), 3245-3262, 2021	134	2021
Bottleneck routing games in communication networks R Banner, A Orda IEEE Journal on Selected Areas in Communications 25 (6), 1173-1179, 2007	123	2007
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	109	2020
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	105	2021
Aciq: Analytical clipping for integer quantization of neural networks R Banner, Y Nahshan, E Hoffer, D Soudry	75	2018
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	73	2021
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	71	2020
Image registration R Banner, O Barkol, D Freedman US Patent 9,088,673, 2015	55	2015
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	42	2020
GAN" Steerability" without optimization N Spingarn, R Banner, T Michaeli International Conference on Learning Representations, 2020	34	2020
Designing low-capacity backup networks for fast restoration R Banner, A Orda 2010 Proceedings IEEE INFOCOM, 1-9, 2010	33	2010
Multi-objective topology control in wireless networks R Banner, A Orda IEEE INFOCOM 2008-The 27th Conference on Computer Communications, 448-456, 2008	33	2008
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	27	2020
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	26	2020
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	24	2007
Reducing motion blur from an image R Banner, C Staelin US Patent 7,884,854, 2011	22	2011

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