Vojtech Franc - RankMe

64 papers A* 8A 5B 7C 7Journal 19Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Epistemic Reject Option Prediction. CoRR Vojtech Franc, Jakub Paplhám
2025	J	`jnl`	Photo Dating by Facial Age Aggregation. CoRR Jakub Paplhám, Vojtech Franc
2024	A*	`conf`	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark. CVPR Jakub Paplhám, Vojtech Franc
2024	A*	`conf`	Constrained Binary Decision Making. NeurIPS Daniel Prusa, Vojtech Franc
2024	—	`conf`	SCOD: From Heuristics to Theory. ECCV (84) Vojtech Franc, Jakub Paplhám, Daniel Prusa
2024	J	`jnl`	SCOD: From Heuristics to Theory. CoRR Vojtech Franc, Jakub Paplhám, Daniel Prusa
2023	—	`conf`	Detection of Microscopic Fungi and Yeast in Clinical Samples Using Fluorescence Microscopy and Deep Learning. VISIGRAPP (4: VISAPP) Jakub Paplhám, Vojtech Franc, Daniela Lzicarová
2023	J	`jnl`	Optimal Strategies for Reject Option Classifiers. J. Mach. Learn. Res. Vojtech Franc, Daniel Prusa, Václav Vorácek
2023	J	`jnl`	Reject option models comprising out-of-distribution detection. CoRR Vojtech Franc, Daniel Prusa, Jakub Paplhám
2023	J	`jnl`	Unraveling the Age Estimation Puzzle: Comparative Analysis of Deep Learning Approaches for Facial Age Estimation. CoRR Jakub Paplhám, Vojtech Franc
2022	—	`conf`	Consistent and Tractable Algorithm for Markov Network Learning. ECML/PKDD (4) Vojtech Franc, Daniel Prusa, Andrii Yermakov
2021	B	`conf`	Dominant subject recognition by Bayesian learning. FG Vojtech Franc, Andrii Yermakov
2021	B	`conf`	Hairstyle Transfer between Face Images. FG Adéla Subrtová, Jan Cech, Vojtech Franc
2021	C	`conf`	Learning Maximum Margin Markov Networks from examples with missing labels. ACML Vojtech Franc, Andrii Yermakov
2021	J	`jnl`	Optimal strategies for reject option classifiers. CoRR Vojtech Franc, Daniel Prusa, Václav Vorácek
2020	—	`conf`	CNN Based Predictor of Face Image Quality. ICPR Workshops (6) Andrii Yermakov, Vojtech Franc
2020	—	`conf`	On Model Evaluation Under Non-constant Class Imbalance. ICCS (4) Jan Brabec, Tomás Komárek, Vojtech Franc, Lukás Machlica
2020	J	`jnl`	On Model Evaluation under Non-constant Class Imbalance. CoRR Jan Brabec, Tomás Komárek, Vojtech Franc, Lukás Machlica
2019	A*	`conf`	On discriminative learning of prediction uncertainty. ICML Vojtech Franc, Daniel Prusa
2018	J	`jnl`	Learning CNNs from weakly annotated facial images. Image Vis. Comput. Vojtech Franc, Jan Cech
2018	J	`jnl`	Learning data discretization via convex optimization. Mach. Learn. Vojtech Franc, Ondrej Fikar, Karel Bartos, Michal Sofka
2018	A	`conf`	License Plate Recognition and Super-resolution from Low-Resolution Videos by Convolutional Neural Networks. BMVC Vojtech Vasek, Vojtech Franc, Martin Urban
2018	A	`conf`	Visual Heart Rate Estimation with Convolutional Neural Network. BMVC Radim Spetlík, Vojtech Franc, Jan Cech, Jiri Matas
2017	J	`jnl`	Large-scale robust transductive support vector machines. Neurocomputing Hakan Cevikalp, Vojtech Franc
2017	B	`conf`	Learning CNNs for Face Recognition from Weakly Annotated Images. FG Vojtech Franc, Jan Cech
2017	—	`conf`	Visual Language Identification from Facial Landmarks. SCIA (2) Radim Spetlík, Jan Cech, Vojtech Franc, Jiri Matas
2016	A	`conf`	Learning Invariant Representation for Malicious Network Traffic Detection. ECAI Karel Bartos, Michal Sofka, Vojtech Franc
2016	J	`jnl`	Multi-view facial landmark detection by using a 3D shape model. Image Vis. Comput. Jan Cech, Vojtech Franc, Michal Uricár, Jiri Matas
2016	J	`jnl`	Multi-view facial landmark detector learned by the Structured Output SVM. Image Vis. Comput. Michal Uricár, Vojtech Franc, Diego Thomas, Akihiro Sugimoto, Václav Hlavác
2016	A*	`conf`	Optimized Invariant Representation of Network Traffic for Detecting Unseen Malware Variants. USENIX Security Symposium Karel Bartos, Michal Sofka, Vojtech Franc
2016	J	`jnl`	V-shaped interval insensitive loss for ordinal classification. Mach. Learn. Kostiantyn Antoniuk, Vojtech Franc, Václav Hlavác
2015	C	`conf`	Consistency of structured output learning with missing labels. ACML Kostiantyn Antoniuk, Vojtech Franc, Václav Hlavác
2015	—	`conf`	Facial Landmark Tracking by Tree-Based Deformable Part Model Based Detector. ICCV Workshops Michal Uricár, Vojtech Franc, Václav Hlavác
2015	—	`conf`	Learning Detector of Malicious Network Traffic from Weak Labels. ECML/PKDD (3) Vojtech Franc, Michal Sofka, Karel Bartos
2015	B	`conf`	Real-time multi-view facial landmark detector learned by the structured output SVM. FG Michal Uricár, Vojtech Franc, Diego Thomas, Akihiro Sugimoto, Václav Hlavác
2014	B	`conf`	A 3D Approach to Facial Landmarks: Detection, Refinement, and Tracking. ICPR Jan Cech, Vojtech Franc, Jiri Matas
2014	—	`conf`	FASOLE: Fast Algorithm for Structured Output LEarning. ECML/PKDD (1) Vojtech Franc
2014	C	`conf`	Interval Insensitive Loss for Ordinal Classification. ACML Kostiantyn Antoniuk, Vojtech Franc, Václav Hlavác
2013	—	`conf`	Bundle Methods for Structured Output Learning - Back to the Roots. SCIA Michal Uricár, Vojtech Franc, Václav Hlavác
2013	B	`conf`	Face and landmark detection by using cascade of classifiers. FG Hakan Cevikalp, Bill Triggs, Vojtech Franc
2013	—	`conf`	MORD: Multi-class Classifier for Ordinal Regression. ECML/PKDD (3) Kostiantyn Antoniuk, Vojtech Franc, Václav Hlavác
2013	J	`jnl`	RAVEL: an annotated corpus for training robots with audiovisual abilities. J. Multimodal User Interfaces Xavier Alameda-Pineda, Jordi Sanchez-Riera, Johannes Wienke, Vojtech Franc, Jan Cech, Kaustubh Kulkarni, Antoine Deleforge, Radu Horaud
2012	—	`conf`	Detector of Facial Landmarks Learned by the Structured Output SVM . VISAPP (1) Michal Uricár, Vojtech Franc, Václav Hlavác
2012	—	`conf`	Facial Landmarks Detector Learned by the Structured Output SVM. VISIGRAPP (Selected Papers) Michal Uricár, Vojtech Franc, Václav Hlavác
2012	B	`conf`	Learning Markov Networks by Analytic Center Cutting Plane Method. ICPR Kostiantyn Antoniuk, Vojtech Franc, Václav Hlavác
2011	A*	`conf`	Support Vector Machines as Probabilistic Models. ICML Vojtech Franc, Alexander Zien, Bernhard Schölkopf
2010	A*	`conf`	COFFIN: A Computational Framework for Linear SVMs. ICML Sören Sonnenburg, Vojtech Franc
2010	J	`jnl`	The SHOGUN Machine Learning Toolbox. J. Mach. Learn. Res. Sören Sonnenburg, Gunnar Rätsch, Sebastian Henschel, Christian Widmer, Jonas Behr, Alexander Zien, Fabio De Bona, Alexander Binder, Christian Gehl, Vojtech Franc
2009	J	`jnl`	Optimized Cutting Plane Algorithm for Large-Scale Risk Minimization. J. Mach. Learn. Res. Vojtech Franc, Sören Sonnenburg
2008	J	`jnl`	Discriminative Learning of Max-Sum Classifiers. J. Mach. Learn. Res. Vojtech Franc, Bogdan Savchynskyy
2008	A*	`conf`	Optimized cutting plane algorithm for support vector machines. ICML Vojtech Franc, Sören Sonnenburg
2008	—	`conf`	Recognition of Text with Known Geometric, Grammatical Structure. VISAPP (2) Jan Rathouský, Martin Urban, Vojtech Franc
2008	A*	`conf`	Stopping conditions for exact computation of leave-one-out error in support vector machines. ICML Vojtech Franc, Pavel Laskov, Klaus-Robert Müller
2007	A	`conf`	Estimation of fitness landscape contours in EAs. GECCO Petr Posík, Vojtech Franc
2006	—	`conf`	Greedy Kernel Principal Component Analysis. Cognitive Vision Systems Vojtech Franc, Václav Hlavác
2005	—	`conf`	License Plate Character Segmentation Using Hidden Markov Chains. DAGM-Symposium Vojtech Franc, Václav Hlavác
2005	C	`conf`	Sequential Coordinate-Wise Algorithm for the Non-negative Least Squares Problem. CAIP Vojtech Franc, Václav Hlavác, Mirko Navara
2005	—	`conf`	Simple Solvers for Large Quadratic Programming Tasks. DAGM-Symposium Vojtech Franc, Václav Hlavác
2003	C	`conf`	Alignment of Sewerage Inspection Videos for Their Easier Indexing. ICVS Karel Hanton, Vladimír Smutný, Vojtech Franc, Václav Hlavác
2003	J	`jnl`	An iterative algorithm learning the maximal margin classifier. Pattern Recognit. Vojtech Franc, Václav Hlavác
2003	C	`conf`	Greedy Algorithm for a Training Set Reduction in the Kernel Methods. CAIP Vojtech Franc, Václav Hlavác
2003	A	`conf`	Robust subspace mixture models using t-distributions. BMVC Dick de Ridder, Vojtech Franc
2002	—	`conf`	Multi-Class Support Vector Machine. ICPR (2) Vojtech Franc, Václav Hlavác
2001	C	`conf`	A Contribution to the Schlesinger's Algorithm Separating Mixtures of Gaussians. CAIP Vojtech Franc, Václav Hlavác