Martin Szummer
TitleCited byYear
Indoor-outdoor image classification
M Szummer, RW Picard
Proceedings 1998 IEEE International Workshop on Content-Based Access of …, 1998
9291998
Partially labeled classification with Markov random walks
M Szummer, T Jaakkola
Advances in neural information processing systems (NIPS) 14, 945-952, 2002
7102002
Random walks on the click graph
N Craswell, M Szummer
Proceedings of the 30th annual international ACM SIGIR conference on …, 2007
4922007
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
4902007
Efficient object category recognition using classemes
L Torresani, M Szummer, A Fitzgibbon
European conference on computer vision, 776-789, 2010
4712010
Temporal texture modeling
M Szummer, RW Picard
Proceedings of 3rd IEEE International Conference on Image Processing 3, 823-826, 1996
4151996
Learning CRFs using graph cuts
M Szummer, P Kohli, D Hoiem
European conference on computer vision, 582-595, 2008
3052008
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
1832008
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
1431996
Information regularization with partially labeled data
M Szummer, T Jaakkola
Advances in Neural Information Processing Systems (NIPS), 1025-1032, 2002
1162002
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
1002010
Bayesian conditional random fields
Y Qi, M Szummer, TP Minka
Proceedings of the 10th Tenth International Workshop on Artificial …, 2005
722005
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
692011
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
652013
Query intent in information retrieval
F Radlinski, M Szummer, N Craswell
US Patent 8,380,723, 2013
632013
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
622013
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
542005
Bayesian conditional random fields
C Bishop, M Szummer, T Centeno, M Svensen, Y Qi
US Patent App. 10/999,880, 2006
502006
Kernel expansions with unlabeled examples
M Szummer, T Jaakkola
Advances in neural Information processing systems (NIPS), 626-632, 2000
502000
Information retrieval system
O Zoeter, MJ Taylor, EL Snelson, JP Guiver, N Craswell, M Szummer
US Patent 8,037,043, 2011
472011
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