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
Lior WolfThe School of Computer Science at Tel Aviv UniversityVerified email at cs.tau.ac.il
Tamir HazanAssistant Professor, Technion - Israel Institute of TechnologyVerified email at technion.ac.il
Or SharirHebrew University of JerusalemVerified email at cs.huji.ac.il
Nadav CohenAsst. Professor of Computer Science, Tel Aviv UniversityVerified email at cs.tau.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
Tammy Riklin RavivBen-Gurion University, Electrical and Computer EngineeringVerified email at ee.bgu.ac.il
Nassir NavabProfessor of Computer Science, Technische Universität MünchenVerified email at cs.tum.edu
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
Shmuel PelegThe Hebrew University of JerusalemVerified email at mail.huji.ac.il
Steve MaybankProfessor in the Department of Computer Science, Birkbeck College, LondonVerified email at dcs.bbk.ac.uk
Stefano SoattoProfessor of Computer Science, UCLAVerified 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


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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	840	2001
Structural saliency: The detection of globally salient structures using a locally connected network S Ullman, A Sha'ashua	772	1988
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	541	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	535	2004
Probabilistic graph and hypergraph matching R Zass, A Shashua 2008 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008	425	2008
Ranking with large margin principle: Two approaches A Shashua, A Levin Advances in neural information processing systems, 961-968, 2003	425	2003
Algebraic functions for recognition A Shashua IEEE Transactions on Pattern Analysis and Machine Intelligence 17 (8), 779-789, 1995	376	1995
Safe, multi-agent, reinforcement learning for autonomous driving S Shalev-Shwartz, S Shammah, A Shashua arXiv preprint arXiv:1610.03295, 2016	365	2016
Learning over sets using kernel principal angles L Wolf, A Shashua Journal of Machine Learning Research 4 (Oct), 913-931, 2003	361	2003
Forward collision warning with a single camera E Dagan, O Mano, GP Stein, A Shashua IEEE Intelligent Vehicles Symposium, 2004, 37-42, 2004	356	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	342	2015
System and method for estimating ego-motion of a moving vehicle using successive images recorded along the vehicle's path of motion GP Stein, O Mano US Patent 6,704,621, 2004	335	2004
On a formal model of safe and scalable self-driving cars S Shalev-Shwartz, S Shammah, A Shashua arXiv preprint arXiv:1708.06374, 2017	322	2017
On photometric issues in 3D visual recognition from a single 2D image A Shashua International Journal of Computer Vision 21 (1), 99-122, 1997	303	1997
Geometry and photometry in 3D visual recognition A Shashua	296	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	267	2005
Novel view synthesis in tensor space S Avidan, A Shashua Proceedings of IEEE Computer Society Conference on Computer Vision and …, 1997	266	1997
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	259	2003
Example based image analysis and synthesis D Beymer, A Shashua, T Poggio MASSACHUSETTS INST OF TECH CAMBRIDGE ARTIFICIAL INTELLIGENCE LAB, 1993	256	1993
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	244	2001

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