M. Pawan Kumar
M. Pawan Kumar
University of Oxford; DeepMind
Verified email at robots.ox.ac.uk - Homepage
Title
Cited by
Cited by
Year
Self-paced learning for latent variable models
M Kumar, B Packer, D Koller
Advances in neural information processing systems 23, 1189-1197, 2010
9332010
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
641*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
447*2009
Learning layered motion segmentations of video
MP Kumar, PHS Torr, A Zisserman
International Journal of Computer Vision 76 (3), 301-319, 2008
2262008
A unified view of piecewise linear neural network verification
R Bunel, I Turkaslan, PHS Torr, P Kohli, MP Kumar
arXiv preprint arXiv:1711.00455, 2017
190*2017
Efficiently selecting regions for scene understanding
MP Kumar, D Koller
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
1692010
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
124*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
1122009
Extending pictorial structures for object recognition
MP Kumar, PHS Torr, A Zisserman
Proc. BMVC, 81.1-81.10, 2004
1032004
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
100*2014
Improved moves for truncated convex models
MP Kumar, O Veksler, PHS Torr
The Journal of Machine Learning Research 12, 31-67, 2011
742011
Energy minimization for linear envelope MRFs
P Kohli, MP Kumar
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
722010
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
622006
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
562006
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
522007
MAP estimation of semi-metric MRFs via hierarchical graph cuts
MP Kumar, D Koller
arXiv preprint arXiv:1205.2633, 2012
502012
Geometric Structure Computation from Conics.
PK Mudigonda, CV Jawahar, PJ Narayanan
ICVGIP, 9-14, 2004
482004
Disco nets: Dissimilarity coefficients networks
D Bouchacourt, PK Mudigonda, S Nowozin
Advances in Neural Information Processing Systems 29, 352-360, 2016
462016
Smooth loss functions for deep top-k classification
L Berrada, A Zisserman, MP Kumar
arXiv preprint arXiv:1802.07595, 2018
442018
Max-Margin Min-Entropy Models
K Miller, MP Kumar, B Packer, D Goodman, D Koller
43*
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Articles 1–20