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Martin Szummer
Martin Szummer
DeepMind
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Indoor-outdoor image classification
M Szummer, RW Picard
Proceedings 1998 IEEE International Workshop on Content-Based Access of …, 1998
10101998
Partially labeled classification with Markov random walks
M Szummer, T Jaakkola
Advances in neural information processing systems (NIPS) 14, 945-952, 2002
8102002
Efficient object category recognition using classemes
L Torresani, M Szummer, A Fitzgibbon
European conference on computer vision, 776-789, 2010
5572010
Optimizing binary MRFs via extended roof duality
C Rother, V Kolmogorov, V Lempitsky, M Szummer
2007 IEEE conference on computer vision and pattern recognition, 1-8, 2007
5542007
Random walks on the click graph
N Craswell, M Szummer
Proceedings of the 30th annual international ACM SIGIR conference on …, 2007
5502007
Temporal texture modeling
M Szummer, RW Picard
Proceedings of 3rd IEEE international conference on image processing 3, 823-826, 1996
4581996
Learning CRFs using graph cuts
M Szummer, P Kohli, D Hoiem
European conference on computer vision, 582-595, 2008
3482008
Semi-supervised learning of compact document representations with deep networks
MA Ranzato, M Szummer
Proceedings of the 25th international conference on Machine learning, 792-799, 2008
2412008
Modeling user subjectivity in image libraries
RW Picard, TP Minka, M Szummer
Proceedings of 3rd IEEE International Conference on Image Processing 2, 777-780, 1996
1491996
Information regularization with partially labeled data
M Szummer, T Jaakkola
Advances in Neural Information Processing Systems (NIPS), 1025-1032, 2002
1322002
Inferring query intent from reformulations and clicks
F Radlinski, M Szummer, N Craswell
Proceedings of the 19th international conference on World wide web, 1171-1172, 2010
1262010
On-line policy optimisation of bayesian spoken dialogue systems via human interaction
M Gašić, C Breslin, M Henderson, D Kim, M Szummer, B Thomson, ...
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
912013
LambdaMerge: merging the results of query reformulations
D Sheldon, M Shokouhi, M Szummer, N Craswell
Proceedings of the fourth ACM international conference on Web search and …, 2011
842011
Bayesian conditional random fields
Y Qi, M Szummer, T Minka
International Workshop on Artificial Intelligence and Statistics, 269-276, 2005
832005
POMDP-based dialogue manager adaptation to extended domains
M Gašic, C Breslin, M Henderson, D Kim, M Szummer, B Thomson, ...
Proc. of the SIGDIAL 2013 Conference, 214-222, 2013
802013
Query intent in information retrieval
F Radlinski, M Szummer, N Craswell
US Patent 8,380,723, 2013
662013
Diagram structure recognition by bayesian conditional random fields
Y Qi, M Szummer, TP Minka
2005 IEEE Computer Society Conference on Computer Vision and Pattern …, 2005
572005
Bayesian conditional random fields
C Bishop, M Szummer, T Centeno, M Svensen, Y Qi
US Patent App. 10/999,880, 2006
532006
Kernel expansions with unlabeled examples
M Szummer, T Jaakkola
Advances in neural Information processing systems (NIPS), 626-632, 2000
522000
Information retrieval system
O Zoeter, MJ Taylor, EL Snelson, JP Guiver, N Craswell, M Szummer
US Patent 8,037,043, 2011
502011
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