Martin Szummer

Affiliations:
  • Microsoft Research


According to our database1, Martin Szummer authored at least 37 papers between 1996 and 2020.

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Bibliography

2020
Balance Regularized Neural Network Models for Causal Effect Estimation.
CoRR, 2020

Amortized learning of neural causal representations.
CoRR, 2020

Towards Verified Robustness under Text Deletion Interventions.
Proceedings of the 8th International Conference on Learning Representations, 2020

2014
Classemes: A Compact Image Descriptor for Efficient Novel-Class Recognition and Search.
Proceedings of the Registration and Recognition in Images and Videos, 2014

Evaluation of Statistical POMDP-Based Dialogue Systems in Noisy Environments.
Proceedings of the Situated Dialog in Speech-Based Human-Computer Interaction, 2014

Incremental on-line adaptation of POMDP-based dialogue managers to extended domains.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Dialogue context sensitive HMM-based speech synthesis.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
POMDP-based dialogue manager adaptation to extended domains.
Proceedings of the SIGDIAL 2013 Conference, 2013

On-line policy optimisation of Bayesian spoken dialogue systems via human interaction.
Proceedings of the IEEE International Conference on Acoustics, 2013

Continuous asr for flexible incremental dialogue.
Proceedings of the IEEE International Conference on Acoustics, 2013

2011
LambdaMerge: merging the results of query reformulations.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Relevance feedback exploiting query-specific document manifolds.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Semi-supervised learning to rank with preference regularization.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Inferring query intent from reformulations and clicks.
Proceedings of the 19th International Conference on World Wide Web, 2010

Metrics for assessing sets of subtopics.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Efficient Object Category Recognition Using Classemes.
Proceedings of the Computer Vision, 2010

2009
Learning query-dependent prefilters for scalable image retrieval.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Behavioral classification on the click graph.
Proceedings of the 17th International Conference on World Wide Web, 2008

Semi-supervised learning of compact document representations with deep networks.
Proceedings of the Machine Learning, 2008

Learning CRFs Using Graph Cuts.
Proceedings of the Computer Vision, 2008

2007
Random walks on the click graph.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Optimizing Binary MRFs via Extended Roof Duality.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2005
Learning Diagram Parts with Hidden Random Fields.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Diagram Structure Recognition by Bayesian Conditional Random Fields.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Bayesian Conditional Random Fields.
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005

A Graphical Model for Simultaneous Partitioning and Labeling.
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005

2004
Contextual recognition of hand-drawn diagrams with conditional random fields.
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

Generative models and Bayesian model comparison for shape recognition.
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004

Incorporating Context and User Feedback in Pen-Based Interfaces.
Proceedings of the Making Pen-Based Interaction Intelligent and Natural, 2004

2003
Markov Random Walk Representations with Continuous Distributions.
Proceedings of the UAI '03, 2003

2002
Information Regularization with Partially Labeled Data.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

2001
Partially labeled classification with Markov random walks.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

2000
Kernel Expansions with Unlabeled Examples.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000

1998
Indoor-Outdoor Image Classification.
Proceedings of the 1998 International Workshop on Content-Based Access of Image and Video Databases, 1998

Computer aided diagnosis of bone lesions in the facial skeleton.
Proceedings of the Bildverarbeitung für die Medizin: Algorithmen, 1998

1996
Temporal texture modeling.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Modeling user subjectivity in image libraries.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996


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