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 of Computer Science, University of California, San DiegoVerified email at eng.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
Andrew ZissermanUniversity of OxfordVerified email at robots.ox.ac.uk
martial hebertCMUVerified email at ri.cmu.edu
Guillermo SapiroJames B. Duke Professor, Duke University; Distinguished Engineer, Health AI Lead, Apple, Inc.Verified email at duke.edu
Yann LeCunChief AI Scientist at Facebook & Silver Professor at the Courant Institute, New York UniversityVerified email at cs.nyu.edu
Minsu ChoAssociate 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 KongUniversity 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 DuchenneAdrielVerified 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	10618	2006
Computer vision: A modern approach DA Forsyth, J Ponce Computer vision: a modern approach, 2002	7044	2002
Accurate, dense, and robust multi-view stereopsis Y Furukawa, J Ponce Computer Vision and Pattern Recognition, 2007	4138	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	3078	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	2664	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	2090	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	1710	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	1471	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	1440	2010
Supervised dictionary learning J Mairal, J Ponce, G Sapiro, A Zisserman, F Bach Advances in neural information processing systems 21, 2008	1427	2008
Task-driven dictionary learning J Mairal, F Bach, J Ponce IEEE transactions on pattern analysis and machine intelligence 34 (4), 791-804, 2011	1025	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	978	2008
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	934	2015
Non-uniform deblurring for shaken images O Whyte, J Sivic, A Zisserman, J Ponce International journal of computer vision 98, 168-186, 2012	860	2012
Vicreg: Variance-invariance-covariance regularization for self-supervised learning A Bardes, J Ponce, Y LeCun Proc. ICLR, 2022	646	2022
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	589	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	581	2011
Discriminative clustering for image co-segmentation A Joulin, F Bach, J Ponce 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	576	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	557	2006
General road detection from a single image H Kong, JY Audibert, J Ponce IEEE Transactions on Image Processing 19 (8), 2211-2220, 2010	534	2010

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