Amnon Shashua

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Yonatan WexlerOrcam.comVerified email at orcam.com
Shai Shalev-ShwartzThe Hebrew UniversityVerified email at cs.huji.ac.il
shai avidanTel-Aviv UniversityVerified email at eng.tau.ac.il
Or SharirCalifornia Institute of TechnologyVerified email at caltech.edu
Lior WolfThe School of Computer Science at Tel Aviv UniversityVerified email at cs.tau.ac.il
Nadav CohenAsst. Professor of Computer Science, Tel Aviv UniversityVerified email at cs.tau.ac.il
Tamir HazanAssistant Professor, Technion - Israel Institute of TechnologyVerified email at technion.ac.il
Anat LevinTechnionVerified email at ee.technion.ac.il
TOMASO POGGIOMcDermott Professor in Brain Sciences, MITVerified email at ai.mit.edu
Michael WermanThe Hebrew UniversityVerified email at mail.huji.ac.il
Nassir NavabProfessor of Computer Science, Technische Universität MünchenVerified email at cs.tum.edu
Tammy Riklin RavivBen-Gurion University, Electrical and Computer EngineeringVerified email at ee.bgu.ac.il
David BeymerResearch Staff Member, IBM ResearchVerified email at us.ibm.com
Daphna WeinshallProfessor of Computer Science, Hebrew UniversityVerified email at cs.huji.ac.il
Yirmeyahu (Jeremy) KaminskiAssistant Professor, Applied Mathematics Department, Holon Institute of TechnologyVerified email at hit.ac.il
Steve MaybankProfessor in the Department of Computer Science, Birkbeck College, LondonVerified email at dcs.bbk.ac.uk
Shmuel PelegThe Hebrew University of JerusalemVerified email at mail.huji.ac.il
Stefano SoattoProfessor of Computer Science, UCLA; VP, AWSVerified email at ucla.edu
P J NarayananProfessor, IIIT, HyderabadVerified email at iiit.ac.in
Kyros KutulakosProfessor of Computer Science, University of TorontoVerified email at cs.toronto.edu

Amnon Shashua

Professor of Computer Science, the Hebrew University of Jerusalem

Verified email at cs.huji.ac.il - Homepage

Computer vision machine learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
The quotient image: Class-based re-rendering and recognition with varying illuminations A Shashua, T Riklin-Raviv IEEE Transactions on Pattern Analysis and Machine Intelligence 23 (2), 129-139, 2001	888	2001
Structural saliency: The detection of globally salient structures using a locally connected network S Ullman, A Sha'ashua	810	1988
Safe, multi-agent, reinforcement learning for autonomous driving S Shalev-Shwartz, S Shammah, A Shashua arXiv preprint arXiv:1610.03295, 2016	795	2016
On a formal model of safe and scalable self-driving cars S Shalev-Shwartz, S Shammah, A Shashua arXiv preprint arXiv:1708.06374, 2017	748	2017
Non-negative tensor factorization with applications to statistics and computer vision A Shashua, T Hazan Proceedings of the 22nd international conference on Machine learning, 792-799, 2005	617	2005
Pedestrian detection for driving assistance systems: Single-frame classification and system level performance A Shashua, Y Gdalyahu, G Hayun IEEE Intelligent Vehicles Symposium, 2004, 1-6, 2004	570	2004
On the Expressive Power of Deep Learning: A Tensor Analysis N Cohen, O Sharir, A Shashua http://arxiv.org/pdf/1509.05009v1.pdf, 2015	501	2015
Ranking with large margin principle: Two approaches A Shashua, A Levin Advances in neural information processing systems 15, 2002	482	2002
Probabilistic graph and hypergraph matching R Zass, A Shashua 2008 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008	473	2008
Forward collision warning with a single camera E Dagan, O Mano, GP Stein, A Shashua IEEE Intelligent Vehicles Symposium, 2004, 37-42, 2004	415	2004
Algebraic functions for recognition A Shashua IEEE Transactions on Pattern Analysis and Machine Intelligence 17 (8), 779-789, 1995	393	1995
Learning over sets using kernel principal angles L Wolf, A Shashua Journal of Machine Learning Research 4 (Oct), 913-931, 2003	387	2003
On photometric issues in 3D visual recognition from a single 2D image A Shashua International Journal of Computer Vision 21 (1-2), 99-122, 1997	317	1997
Geometry and photometry in 3D visual recognition A Shashua	314	1992
Feature Selection for Unsupervised and Supervised Inference: The Emergence of Sparsity in a Weight-Based Approach. L Wolf, A Shashua, D Geman Journal of Machine Learning Research 6 (11), 2005	309	2005
Vision-based ACC with a single camera: bounds on range and range rate accuracy GP Stein, O Mano, A Shashua IEEE IV2003 intelligent vehicles symposium. Proceedings (Cat. No. 03TH8683 …, 2003	304	2003
User wearable visual assistance system E Na'aman, A Shashua, Y Wexler US Patent App. 13/397,919, 2012	297	2012
Novel view synthesis in tensor space S Avidan, A Shashua Proceedings of IEEE Computer Society Conference on Computer Vision and …, 1997	289	1997
Collision warning system GP Stein, E Dagan, O Mano, A Shashua US Patent 8,082,101, 2011	286	2011
Linear image coding for regression and classification using the tensor-rank principle A Shashua, A Levin Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision …, 2001	266	2001

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