Vojtech Molek

According to our database, Vojtech Molek authored at least 16 papers between 2017 and 2023.

Collaborative distances:

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

2023

Fractional Concepts in Neural Networks: Enhancing Activation and Loss Functions.

Zahra Alijani, Vojtech Molek

CoRR, 2023

Unproportional mosaicing.

Vojtech Molek, Petr Hurtík, Pavel Vlasánek, David Adamczyk

CoRR, 2023

2022

Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3.

Petr Hurtík, Vojtech Molek, Jan Hula, Marek Vajgl, Pavel Vlasánek, Tomas Nejezchleba

Neural Comput. Appl., 2022

Image Segmentation Losses with Modules Expressing a Relationship Between Predictions.

Petr Hurtík, Vojtech Molek, Hana Zámecníková

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

2021

Segmenting out Generic Objects in Monocular Videos.

Jan Hula, David Adamczyk, David Mojzísek, Vojtech Molek

Proceedings of the 21st Conference Information Technologies, 2021

2020

Data Preprocessing Technique for Neural Networks Based on Image Represented by a Fuzzy Function.

Petr Hurtík, Vojtech Molek, Jan Hula

IEEE Trans. Fuzzy Syst., 2020

Novel dimensionality reduction approach for unsupervised learning on small datasets.

Petr Hurtík, Vojtech Molek, Irina Perfilieva

Pattern Recognit., 2020

Deep Learning and Higher Degree F-Transforms: Interpretable Kernels Before and After Learning.

Vojtech Molek, Irina Perfilieva

Int. J. Comput. Intell. Syst., 2020

YOLO-ASC: You Only Look Once And See Contours.

Petr Hurtík, Vojtech Molek, Pavel Vlasánek

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

F-Transform and Convolutional NN: Cross-Fertilization and Step Forward.

Vojtech Molek, Irina Perfilieva

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Training Neural Network Over Encrypted Data.

Vojtech Molek, Petr Hurtík

Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

2019

Scale-Space Theory, F-transform Kernels and CNN Realization.

Vojtech Molek, Irina Perfilieva

Proceedings of the Advances in Computational Intelligence, 2019

Fuzzy Preprocessing for Semi-supervised Image Classification in Modern Industry.

Petr Hurtík, Vojtech Molek

Proceedings of the Advances in Computational Intelligence, 2019

Convolutional Neural Networks with Interpretable Kernels.

Vojtech Molek, Irina Perfilieva

Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2019

2017

Convolutional Neural Networks with the F-transform Kernels.

Vojtech Molek, Irina Perfilieva

Proceedings of the Advances in Computational Intelligence, 2017

Image Contours Detection with Deep Features and SVM.

Vojtech Molek

Proceedings of the Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT- 2017 - The 10th Conference of the European Society for Fuzzy Logic and Technology, September 11-15, 2017, Warsaw, Poland IWIFSGN'2017, 2017