Vojtech Franc

According to our database, Vojtech Franc authored at least 58 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SCOD: From Heuristics to Theory.

Vojtech Franc, Jakub Paplhám, Daniel Prusa

Proceedings of the Computer Vision - ECCV 2024, 2024

A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark.

Jakub Paplhám, Vojtech Franc

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Optimal Strategies for Reject Option Classifiers.

Vojtech Franc, Daniel Prusa, Václav Vorácek

J. Mach. Learn. Res., 2023

Reject option models comprising out-of-distribution detection.

Vojtech Franc, Daniel Prusa, Jakub Paplhám

CoRR, 2023

Unraveling the Age Estimation Puzzle: Comparative Analysis of Deep Learning Approaches for Facial Age Estimation.

Jakub Paplhám, Vojtech Franc

CoRR, 2023

Detection of Microscopic Fungi and Yeast in Clinical Samples Using Fluorescence Microscopy and Deep Learning.

Jakub Paplhám, Vojtech Franc, Daniela Lzicarová

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

2022

Consistent and Tractable Algorithm for Markov Network Learning.

Vojtech Franc, Daniel Prusa, Andrii Yermakov

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

2021

Hairstyle Transfer between Face Images.

Adéla Subrtová, Jan Cech, Vojtech Franc

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Dominant subject recognition by Bayesian learning.

Vojtech Franc, Andrii Yermakov

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Learning Maximum Margin Markov Networks from examples with missing labels.

Vojtech Franc, Andrii Yermakov

Proceedings of the Asian Conference on Machine Learning, 2021

2020

CNN Based Predictor of Face Image Quality.

Andrii Yermakov, Vojtech Franc

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

On Model Evaluation Under Non-constant Class Imbalance.

Jan Brabec, Tomás Komárek, Vojtech Franc, Lukás Machlica

Proceedings of the Computational Science - ICCS 2020, 2020

2019

On discriminative learning of prediction uncertainty.

Vojtech Franc, Daniel Prusa

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Learning data discretization via convex optimization.

Vojtech Franc, Ondrej Fikar, Karel Bartos, Michal Sofka

Mach. Learn., 2018

Learning CNNs from weakly annotated facial images.

Vojtech Franc, Jan Cech

Image Vis. Comput., 2018

License Plate Recognition and Super-resolution from Low-Resolution Videos by Convolutional Neural Networks.

Vojtech Vasek, Vojtech Franc, Martin Urban

Proceedings of the British Machine Vision Conference 2018, 2018

Visual Heart Rate Estimation with Convolutional Neural Network.

Radim Spetlík, Vojtech Franc, Jan Cech, Jiri Matas

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Large-scale robust transductive support vector machines.

Hakan Cevikalp, Vojtech Franc

Neurocomputing, 2017

Visual Language Identification from Facial Landmarks.

Radim Spetlík, Jan Cech, Vojtech Franc, Jiri Matas

Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

Learning CNNs for Face Recognition from Weakly Annotated Images.

Vojtech Franc, Jan Cech

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

2016

V-shaped interval insensitive loss for ordinal classification.

Kostiantyn Antoniuk, Vojtech Franc, Václav Hlavác

Mach. Learn., 2016

Multi-view facial landmark detector learned by the Structured Output SVM.

Michal Uricár, Vojtech Franc, Diego Thomas, Akihiro Sugimoto, Václav Hlavác

Image Vis. Comput., 2016

Multi-view facial landmark detection by using a 3D shape model.

Jan Cech, Vojtech Franc, Michal Uricár, Jiri Matas

Image Vis. Comput., 2016

Optimized Invariant Representation of Network Traffic for Detecting Unseen Malware Variants.

Karel Bartos, Michal Sofka, Vojtech Franc

Proceedings of the 25th USENIX Security Symposium, 2016

Learning Invariant Representation for Malicious Network Traffic Detection.

Karel Bartos, Michal Sofka, Vojtech Franc

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015

Learning Detector of Malicious Network Traffic from Weak Labels.

Vojtech Franc, Michal Sofka, Karel Bartos

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Facial Landmark Tracking by Tree-Based Deformable Part Model Based Detector.

Michal Uricár, Vojtech Franc, Václav Hlavác

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Real-time multi-view facial landmark detector learned by the structured output SVM.

Michal Uricár, Vojtech Franc, Diego Thomas, Akihiro Sugimoto, Václav Hlavác

Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Consistency of structured output learning with missing labels.

Kostiantyn Antoniuk, Vojtech Franc, Václav Hlavác

Proceedings of The 7th Asian Conference on Machine Learning, 2015

2014

FASOLE: Fast Algorithm for Structured Output LEarning.

Vojtech Franc

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

A 3D Approach to Facial Landmarks: Detection, Refinement, and Tracking.

Jan Cech, Vojtech Franc, Jiri Matas

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Interval Insensitive Loss for Ordinal Classification.

Kostiantyn Antoniuk, Vojtech Franc, Václav Hlavác

Proceedings of the Sixth Asian Conference on Machine Learning, 2014

2013

RAVEL: an annotated corpus for training robots with audiovisual abilities.

Xavier Alameda-Pineda, Jordi Sanchez-Riera, Johannes Wienke, Vojtech Franc, Jan Cech, Kaustubh Kulkarni, Antoine Deleforge, Radu Horaud

J. Multimodal User Interfaces, 2013

Bundle Methods for Structured Output Learning - Back to the Roots.

Michal Uricár, Vojtech Franc, Václav Hlavác

Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

MORD: Multi-class Classifier for Ordinal Regression.

Kostiantyn Antoniuk, Vojtech Franc, Václav Hlavác

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Face and landmark detection by using cascade of classifiers.

Hakan Cevikalp, Bill Triggs, Vojtech Franc

Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

2012

Facial Landmarks Detector Learned by the Structured Output SVM.

Michal Uricár, Vojtech Franc, Václav Hlavác

Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Application, 2012

Detector of Facial Landmarks Learned by the Structured Output SVM .

Michal Uricár, Vojtech Franc, Václav Hlavác

Proceedings of the VISAPP 2012, 2012

Learning Markov Networks by Analytic Center Cutting Plane Method.

Kostiantyn Antoniuk, Vojtech Franc, Václav Hlavác

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

Support Vector Machines as Probabilistic Models.

Vojtech Franc, Alexander Zien, Bernhard Schölkopf

Proceedings of the 28th International Conference on Machine Learning, 2011

2010

The SHOGUN Machine Learning Toolbox.

Sören Sonnenburg, Gunnar Rätsch, Sebastian Henschel, Christian Widmer, Jonas Behr, Alexander Zien, Fabio De Bona, Alexander Binder, Christian Gehl, Vojtech Franc

J. Mach. Learn. Res., 2010

COFFIN: A Computational Framework for Linear SVMs.

Sören Sonnenburg, Vojtech Franc

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

2009

Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization.

Vojtech Franc, Sören Sonnenburg

J. Mach. Learn. Res., 2009

2008

Discriminative Learning of Max-Sum Classifiers.

Vojtech Franc, Bogdan Savchynskyy

J. Mach. Learn. Res., 2008

Recognition of Text with Known Geometric, Grammatical Structure.

Jan Rathouský, Martin Urban, Vojtech Franc

Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Optimized cutting plane algorithm for support vector machines.

Vojtech Franc, Sören Sonnenburg

Proceedings of the Machine Learning, 2008

Stopping conditions for exact computation of leave-one-out error in support vector machines.

Vojtech Franc, Pavel Laskov, Klaus-Robert Müller

Proceedings of the Machine Learning, 2008

2007

Estimation of fitness landscape contours in EAs.

Petr Posík, Vojtech Franc

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

2006

Greedy Kernel Principal Component Analysis.

Vojtech Franc, Václav Hlavác

Proceedings of the Cognitive Vision Systems, 2006

2005

License Plate Character Segmentation Using Hidden Markov Chains.

Vojtech Franc, Václav Hlavác

Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

Simple Solvers for Large Quadratic Programming Tasks.

Vojtech Franc, Václav Hlavác

Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

Sequential Coordinate-Wise Algorithm for the Non-negative Least Squares Problem.

Vojtech Franc, Václav Hlavác, Mirko Navara

Proceedings of the Computer Analysis of Images and Patterns, 11th International Conference, 2005

2003

An iterative algorithm learning the maximal margin classifier.

Vojtech Franc, Václav Hlavác

Pattern Recognit., 2003

Alignment of Sewerage Inspection Videos for Their Easier Indexing.

Karel Hanton, Vladimír Smutný, Vojtech Franc, Václav Hlavác

Proceedings of the Computer Vision Systems, Third International Conference, 2003

Greedy Algorithm for a Training Set Reduction in the Kernel Methods.

Vojtech Franc, Václav Hlavác

Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

Robust subspace mixture models using t-distributions.

Dick de Ridder, Vojtech Franc

Proceedings of the British Machine Vision Conference, 2003

2002

Multi-Class Support Vector Machine.

Vojtech Franc, Václav Hlavác

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001

A Contribution to the Schlesinger's Algorithm Separating Mixtures of Gaussians.

Vojtech Franc, Václav Hlavác

Proceedings of the Computer Analysis of Images and Patterns, 9th International Conference, 2001