Sanjiv Kumar
Sanjiv Kumar
Distinguished Scientist, Google
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
On the convergence of adam and beyond
SJ Reddi, S Kale, S Kumar
arXiv preprint arXiv:1904.09237, 2019
11412019
Hashing with graphs
W Liu, J Wang, S Kumar, SF Chang
Icml, 2011
10022011
Semi-supervised hashing for large-scale search
J Wang, S Kumar, SF Chang
IEEE transactions on pattern analysis and machine intelligence 34 (12), 2393 …, 2012
7792012
Semi-supervised hashing for scalable image retrieval
J Wang, S Kumar, SF Chang
2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010
6652010
Discriminative random fields: A discriminative framework for contextual interaction in classification
S Kumar
Proceedings ninth IEEE international conference on computer vision, 1150-1157, 2003
6222003
A new baseline for image annotation
A Makadia, V Pavlovic, S Kumar
European conference on computer vision, 316-329, 2008
5572008
Face tracking and recognition with visual constraints in real-world videos
M Kim, S Kumar, V Pavlovic, H Rowley
2008 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008
5432008
Discriminative random fields
S Kumar, M Hebert
International Journal of Computer Vision 68 (2), 179-201, 2006
4882006
Discrete graph hashing
W Liu, C Mu, S Kumar, SF Chang
4112014
Learning to hash for indexing big data—A survey
J Wang, W Liu, S Kumar, SF Chang
Proceedings of the IEEE 104 (1), 34-57, 2015
4102015
Sequential projection learning for hashing with compact codes
J Wang, S Kumar, SF Chang
3662010
Sampling methods for the Nyström method
S Kumar, M Mohri, A Talwalkar
The Journal of Machine Learning Research 13 (1), 981-1006, 2012
3352012
A hierarchical field framework for unified context-based classification
S Kumar, M Hebert
Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1 2 …, 2005
3272005
Discriminative fields for modeling spatial dependencies in natural images
S Kumar, M Hebert
Carnegie Mellon University, 2003
3052003
An exploration of parameter redundancy in deep networks with circulant projections
Y Cheng, FX Yu, RS Feris, S Kumar, A Choudhary, SF Chang
Proceedings of the IEEE international conference on computer vision, 2857-2865, 2015
2582015
Baselines for image annotation
A Makadia, V Pavlovic, S Kumar
International Journal of Computer Vision 90 (1), 88-105, 2010
2432010
Advances in Neural Information Processing Systems I
L Davis, DS Touretzky
Curran Associates Inc, 379-387, 1989
2271989
Large-scale manifold learning
A Talwalkar, S Kumar, H Rowley
2008 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008
2242008
Digital tapestry [automatic image synthesis]
C Rother, S Kumar, V Kolmogorov, A Blake
2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005
2182005
Man-made structure detection in natural images using a causal multiscale random field
S Kumar, M Hebert
2003 IEEE Computer Society Conference on Computer Vision and Pattern …, 2003
1882003
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Articles 1–20