13133 / 13168 - Publications - 2018

13133 / 13168 - Machine Learning

Publications 2018

Books, Book chapters and Lecture notes, Dissertations, Research reports, Unpublished lectures, Proceedings, Papers, Patents

Papers in WoS Journals

FRANC, V. and J. ČECH. Learning CNNs from Weakly Annotated Facial Images. Image and Vision Computing. 2018, 77 10-20. ISSN 0262-8856. DOI 10.1016/j.imavis.2018.06.011.

FRANC, V., et al. Learning data discretization via convex optimization. Machine Learning. 2018, 107(2), 333-355. ISSN 0885-6125. DOI 10.1007/s10994-017-5654-4.

Papers in Other Journals

SCHLESINGER, M. I., B. FLACH, and E. VODOLAZSKIY. Finding a Given Number of Solutions to a System of Fuzzy Constraints. Cybernetics and Systems Analysis. 2018, 54(1), 60-74. ISSN 1060-0396. DOI 10.1007/s10559-018-0007-2.

Conference Proceedings

SHEKHOVTSOV, O. and B. FLACH. Normalization of Neural Networks using Analytic Variance Propagation. In: KÚKELOVÁ, Z. and J. ŠKOVIEROVÁ, eds. Proceedings of the 23rd Computer Vision Winter Workshop. CVWW 2018: Computer Vision Winter Workshop, Český Krumlov, 2018-02-05/2018-02-07. Praha: Czech Society for Cybernetics and Informatics, 2018. p. 45-53. ISBN 978-80-270-3395-9. Available from: https://arxiv.org/abs/1803.10560

ŠPETLÍK, R., et al. Visual Heart Rate Estimation with Convolutional Neural Network. In: BMVC2018: Proceedings of the British Machine Vision Conference. BMVC2018: British Machine Vision Conference, Newcastle upon Tyne, 2018-09-03/2018-09-06. London: British Machine Vision Association, 2018. Available from: http://bmvc2018.org/contents/papers/0271.pdf

Dissertations

UŘIČÁŘ, M. Multi-view Facial Landmark Detection. Defense date 2018-03-27. PhD Thesis. CTU FEE. Machine Learning. Supervised by V. FRANC.

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