M. Pawan Kumar - Google Scholar Citations

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Citations	3376	1627
h-index	24	17
i10-index	38	29

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Philip TorrProfessor, University of OxfordVerified email at eng.ox.ac.uk
Andrew ZissermanUniversity of OxfordVerified email at robots.ox.ac.uk
Pushmeet KohliDeepMindVerified email at google.com
C. V. JawaharCVIT, IIIT Hyderabad, IndiaVerified email at iiit.ac.in
Daphne KollerCEO and Founder, insitroVerified email at insitro.com
Rudy BunelPhD Student, University of OxfordVerified email at robots.ox.ac.uk
P J NarayananProfessor, IIIT, HyderabadVerified email at iiit.ac.in
Vladimir KolmogorovIST AustriaVerified email at ist.ac.at
Puneet K. DokaniaUniversity of OxfordVerified email at robots.ox.ac.uk
Pritish MohapatraPhD student, International Institute of Information TechnologyVerified email at research.iiit.ac.in
Leonard BerradaResearch Scientist, DeepMindVerified email at google.com
Aseem BehlMax Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Mathieu SalzmannEPFLVerified email at epfl.ch
Nikos ParagiosProfessor, CentraleSupelec (Ecole Centrale Paris) / Université Paris-Saclay / InriaVerified email at ecp.fr
Olga VekslerSchool of Computer Science, University of WaterlooVerified email at uwaterloo.ca
Thalaiyasingam AjanthanAustralian National UniversityVerified email at robots.ox.ac.uk
Mukta PrasadAdjunct Assistant Professor, Trinity College DublinVerified email at tcd.ie
Andrew FitzgibbonMicrosoftVerified email at microsoft.com
Noura AZZABOUNMR Laboratory, Myology InstituteVerified email at institut-myologie.org
Michal RolinekMax Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de

M. Pawan Kumar

University of Oxford

Verified email at robots.ox.ac.uk - Homepage

Computer Vision Machine Learning


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Self-paced learning for latent variable models MP Kumar, B Packer, D Koller Advances in Neural Information Processing Systems, 1189-1197, 2010	621	2010
Objcut: Efficient segmentation using top-down and bottom-up cues MP Kumar, PHS Torr, A Zisserman Pattern Analysis and Machine Intelligence, IEEE Transactions on 32 (3), 530-545, 2010	607*	2010
P³ & Beyond: Move Making Algorithms for Solving Higher Order Functions P Kohli, MP Kumar, PHS Torr Pattern Analysis and Machine Intelligence, IEEE Transactions on 31 (9), 1645 …, 2009	406*	2009
Learning layered motion segmentations of video MP Kumar, PHS Torr, A Zisserman International Journal of Computer Vision 76 (3), 301-319, 2008	208	2008
Efficiently selecting regions for scene understanding MP Kumar, D Koller 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	144	2010
An analysis of convex relaxations for MAP estimation of discrete MRFs MP Kumar, V Kolmogorov, PHS Torr The Journal of Machine Learning Research 10, 71-106, 2009	107*	2009
Efficient discriminative learning of parts-based models MP Kumar, A Zisserman, PHS Torr 2009 IEEE 12th International Conference on Computer Vision, 552-559, 2009	101	2009
Extending pictorial structures for object recognition MP Kumar, PHS Torr, A Zisserman Proc. BMVC, 81.1-81.10, 2004	101	2004
A unified view of piecewise linear neural network verification RR Bunel, I Turkaslan, P Torr, P Kohli, PK Mudigonda Advances in Neural Information Processing Systems, 4790-4799, 2018	85*	2018
Parameter estimation and energy minimization for region-based semantic segmentation MP Kumar, H Turki, D Preston, D Koller IEEE transactions on pattern analysis and machine intelligence 37 (7), 1373-1386, 2014	84*	2014
Improved moves for truncated convex models MP Kumar, O Veksler, PHS Torr The Journal of Machine Learning Research 12, 31-67, 2011	71	2011
Energy minimization for linear envelope MRFs P Kohli, MP Kumar 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	67	2010
Solving Markov random fields using second order cone programming relaxations MP Kumar, PHS Torr, A Zisserman Computer Vision and Pattern Recognition, 2006 IEEE Computer Society …, 2006	55	2006
Learning class-specific edges for object detection and segmentation M Prasad, A Zisserman, A Fitzgibbon, MP Kumar, PHS Torr Computer Vision, Graphics and Image Processing, 94-105, 2006	50	2006
An invariant large margin nearest neighbour classifier MP Kumar, PHS Torr, A Zisserman Computer Vision, 2007. ICCV 2007. IEEE 11th International Conference on, 1-8, 2007	46	2007
Geometric Structure Computation from Conics. PK Mudigonda, CV Jawahar, PJ Narayanan ICVGIP, 9-14, 2004	44	2004
MAP estimation of semi-metric MRFs via hierarchical graph cuts MP Kumar, D Koller arXiv preprint arXiv:1205.2633, 2012	43	2012
Learning layered pictorial structures from video MP Kumar, PHS Torr, A Zisserman ICVGIP, 2004	39*	2004
Max-Margin Min-Entropy Models K Miller, MP Kumar, B Packer, D Goodman, D Koller	38*
Disco nets: Dissimilarity coefficients networks D Bouchacourt, PK Mudigonda, S Nowozin Advances in Neural Information Processing Systems, 352-360, 2016	34	2016

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