Jeremy Jancsary
Jeremy Jancsary
Principal Research Manager, Microsoft
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Loss-specific training of non-parametric image restoration models: A new state of the art
J Jancsary, S Nowozin, C Rother
Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012
Discriminative non-blind deblurring
U Schmidt, C Rother, S Nowozin, J Jancsary, S Roth
Proceedings of the IEEE conference on computer vision and pattern …, 2013
Joint demosaicing and denoising via learned nonparametric random fields
D Khashabi, S Nowozin, J Jancsary, AW Fitzgibbon
IEEE Transactions on Image Processing 23 (12), 4968-4981, 2014
Cascades of regression tree fields for image restoration
U Schmidt, J Jancsary, S Nowozin, S Roth, C Rother
IEEE transactions on pattern analysis and machine intelligence 38 (4), 677-689, 2015
Regression Tree Fields—An efficient, non-parametric approach to image labeling problems
J Jancsary, S Nowozin, T Sharp, C Rother
2012 IEEE Conference on Computer Vision and Pattern Recognition, 2376-2383, 2012
Advanced structured prediction
S Nowozin, PV Gehler, J Jancsary, CH Lampert
MIT Press, 2014
Interleaved regression tree field cascades for blind image deconvolution
K Schelten, S Nowozin, J Jancsary, C Rother, S Roth
2015 IEEE Winter Conference on Applications of Computer Vision, 494-501, 2015
Convergent Decomposition Solvers for Tree-reweighted Free Energies
J Jancsary, G Matz
Journal of Machine Learning Research - Proceedings Track 15, 388-398, 2011
Blind image deblurring with cascade architecture
K Schelten, RSB Nowozin, J Jancsary, CCE Rother
US Patent 9,430,817, 2016
Image restoration cascade
J Jancsary, RSB Nowozin, CCE Rother
US Patent 9,396,523, 2016
Image demosaicing
RSB Nowozin, D Khashabi, JM Jancsary, BJ Lindbloom, AW Fitzgibbon
US Patent 9,344,690, 2016
Revealing the structure of medical dictations with conditional random fields
J Jancsary, J Matiasek, H Trost
Proceedings of the 2008 conference on empirical methods in natural language …, 2008
Learning convex QP relaxations for structured prediction
J Jancsary, S Nowozin, C Rother
International Conference on Machine Learning, 915-923, 2013
Towards context-aware personalization and a broad perspective on the semantics of news articles
J Jancsary, F Neubarth, H Trost
Proceedings of the fourth ACM conference on Recommender systems, 289-292, 2010
Image deblurring
J Jancsary, UJ Schmidt, RSB Nowozin, CCE Rother
US Patent App. 13/862,415, 2014
Perturb-and-map random fields: Reducing random sampling to optimization, with applications in computer vision
G Papandreou, A Yuille
The power of lp relaxation for map inference
S Živný, T Werner, D Průša
Semantic and phonetic automatic reconstruction of medical dictations
S Petrik, C Drexel, L Fessler, J Jancsary, A Klein, G Kubin, J Matiasek, ...
Computer Speech & Language 25 (2), 363-385, 2011
Smoothed coordinate descent for map inference
O Meshi, T Jaakkola, A Globerson
Generalized sequential tree-reweighted message passing
T Schoenemann, V Kolmogorov
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