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R-GAP: Recursive Gradient Attack on Privacy

Oct 15, 2020
Junyi Zhu, Matthew Blaschko


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Commands 4 Autonomous Vehicles (C4AV) Workshop Summary

Sep 18, 2020
Thierry Deruyttere, Simon Vandenhende, Dusan Grujicic, Yu Liu, Luc Van Gool, Matthew Blaschko, Tinne Tuytelaars, Marie-Francine Moens


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Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised Knee Osteoarthritis Severity Grading from Plain Radiographs

Mar 05, 2020
Huy Hoang Nguyen, Simo Saarakkala, Matthew Blaschko, Aleksei Tiulpin

* 10 pages, 2 supplementary pages, manuscript under review 

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Optimizing the Dice Score and Jaccard Index for Medical Image Segmentation: Theory & Practice

Nov 05, 2019
Jeroen Bertels, Tom Eelbode, Maxim Berman, Dirk Vandermeulen, Frederik Maes, Raf Bisschops, Matthew Blaschko

* LNCS 11765, Springer Nature Switzerland AG 2019 
* MICCAI 2019 

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Generating superpixels using deep image representations

Mar 11, 2019
Thomas Verelst, Matthew Blaschko, Maxim Berman


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Scattering Networks for Hybrid Representation Learning

Sep 17, 2018
Edouard Oyallon, Sergey Zagoruyko, Gabriel Huang, Nikos Komodakis, Simon Lacoste-Julien, Matthew Blaschko, Eugene Belilovsky

* IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2018, pp.11 
* arXiv admin note: substantial text overlap with arXiv:1703.08961 

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Learning to Discover Sparse Graphical Models

Aug 03, 2017
Eugene Belilovsky, Kyle Kastner, Gaël Varoquaux, Matthew Blaschko


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The Lovász Hinge: A Novel Convex Surrogate for Submodular Losses

May 15, 2017
Jiaqian Yu, Matthew Blaschko


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A Convex Surrogate Operator for General Non-Modular Loss Functions

Apr 12, 2016
Jiaqian Yu, Matthew Blaschko

* in The 19th International Conference on Artificial Intelligence and Statistics, May 2016, Cadiz, Spain 

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A U-statistic Approach to Hypothesis Testing for Structure Discovery in Undirected Graphical Models

Apr 06, 2016
Wacha Bounliphone, Matthew Blaschko


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A low variance consistent test of relative dependency

May 27, 2015
Wacha Bounliphone, Arthur Gretton, Arthur Tenenhaus, Matthew Blaschko

* International Conference on Machine Learning, Jul 2015, Lille, France 

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B-tests: Low Variance Kernel Two-Sample Tests

Feb 10, 2014
Wojciech Zaremba, Arthur Gretton, Matthew Blaschko

* Neural Information Processing Systems (2013) 

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Fine-Grained Visual Classification of Aircraft

Jun 21, 2013
Subhransu Maji, Esa Rahtu, Juho Kannala, Matthew Blaschko, Andrea Vedaldi


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A Note on k-support Norm Regularized Risk Minimization

Mar 27, 2013
Matthew Blaschko


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