Jean Ponce

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Cordelia SchmidResearch director INRIA Verified email at inria.fr
Francis BachInria - Ecole Normale SupérieureVerified email at inria.fr
Svetlana LazebnikUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Julien MairalInria - Univ. Grenoble AlpesVerified email at inria.fr
David KriegmanProfessor Computer Science & Engineering, University of California, San DiegoVerified email at ucsd.edu
David ForsythProfessor of Computer Science, University of Illinois, Urbana ChampaignVerified email at uiuc.edu
Yasutaka FurukawaAssociate Professor of Computing Science at Simon Fraser UniversityVerified email at sfu.ca
Yann LeCunChief AI Scientist at Facebook & JT Schwarz Professor at the Courant Institute, New York UniversityVerified email at cs.nyu.edu
Andrew ZissermanUniversity of OxfordVerified email at robots.ox.ac.uk
martial hebertCMUVerified email at ri.cmu.edu
Guillermo SapiroAugustine Family Professor, Princeton University; Distinguished Eng., Apple; Prof. Emeritus, Duke U.Verified email at princeton.edu
Minsu ChoMu-Eun-Jae Endowed Chair Professor, Associate Professor of CSE & AI, POSTECHVerified email at postech.ac.kr
Attawith Sudsangchulalongkorn universityVerified email at cp.eng.chula.ac.th
Bumsub HamYonsei UniversityVerified email at yonsei.ac.kr
Hui KongAssociate Professor, University of MacauVerified email at um.edu.mo
Y-Lan BoureauFacebook AI ResearchVerified email at fb.com
Josef SivicCzech Technical University, CIIRC, ELLIS Unit PragueVerified email at cvut.cz
Fred RothgangerSandia National LabsVerified email at sandia.gov
Jian SunProfessor at Xi'an Jiaotong UniversityVerified email at mail.xjtu.edu.cn
Olivier DuchenneMeta AIVerified email at ens.fr

Jean Ponce

Ecole Normale Superieure/PSL Research University

Verified email at ens.fr - Homepage

computer vision machine learning robotics


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Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories S Lazebnik, C Schmid, J Ponce 2006 IEEE computer society conference on computer vision and pattern …, 2006	10874	2006
Computer vision: A modern approach DA Forsyth, J Ponce Computer vision: a modern approach, 2002	7526	2002
Accurate, dense, and robust multi-view stereopsis Y Furukawa, J Ponce Computer Vision and Pattern Recognition, 2007	4535	2007
Online learning for matrix factorization and sparse coding. J Mairal, F Bach, J Ponce, G Sapiro Journal of Machine Learning Research 11 (1), 2010	3162	2010
Online dictionary learning for sparse coding J Mairal, F Bach, J Ponce, G Sapiro Proceedings of the 26th annual international conference on machine learning …, 2009	2797	2009
Non-local sparse models for image restoration J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman 2009 IEEE 12th international conference on computer vision, 2272-2279, 2009	2190	2009
A theoretical analysis of feature pooling in visual recognition YL Boureau, J Ponce, Y LeCun Proceedings of the 27th international conference on machine learning (ICML …, 2010	1901	2010
A sparse texture representation using local affine regions S Lazebnik, C Schmid, J Ponce IEEE transactions on pattern analysis and machine intelligence 27 (8), 1265-1278, 2005	1520	2005
Learning mid-level features for recognition YL Boureau, F Bach, Y LeCun, J Ponce 2010 IEEE computer society conference on computer vision and pattern …, 2010	1469	2010
Supervised dictionary learning J Mairal, J Ponce, G Sapiro, A Zisserman, F Bach Advances in neural information processing systems 21, 2008	1458	2008
Vicreg: Variance-invariance-covariance regularization for self-supervised learning A Bardes, J Ponce, Y LeCun Proc. ICLR, 2022	1259	2022
Learning a convolutional neural network for non-uniform motion blur removal J Sun, W Cao, Z Xu, J Ponce Proceedings of the IEEE conference on computer vision and pattern …, 2015	1120	2015
Task-driven dictionary learning J Mairal, F Bach, J Ponce IEEE transactions on pattern analysis and machine intelligence 34 (4), 791-804, 2011	1053	2011
Discriminative learned dictionaries for local image analysis J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman 2008 IEEE conference on computer vision and pattern recognition, 1-8, 2008	991	2008
Non-uniform deblurring for shaken images O Whyte, J Sivic, A Zisserman, J Ponce International journal of computer vision 98, 168-186, 2012	915	2012
Sparse modeling for image and vision processing J Mairal, F Bach, J Ponce Foundations and Trends® in Computer Graphics and Vision 8 (2-3), 85-283, 2014	605	2014
A tensor-based algorithm for high-order graph matching O Duchenne, F Bach, IS Kweon, J Ponce IEEE transactions on pattern analysis and machine intelligence 33 (12), 2383 …, 2011	601	2011
Discriminative clustering for image co-segmentation A Joulin, F Bach, J Ponce 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	588	2010
3d object modeling and recognition using local affine-invariant image descriptors and multi-view spatial constraints F Rothganger, S Lazebnik, C Schmid, J Ponce International journal of computer vision 66, 231-259, 2006	587	2006
General road detection from a single image H Kong, JY Audibert, J Ponce IEEE Transactions on Image Processing 19 (8), 2211-2220, 2010	548	2010

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