Vojtech Molek

19 papers B 2Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Fractional concepts in neural networks: Enhancing activation functions.
Pattern Recognit. Lett.
Vojtech Molek, Zahra Alijani
2025 J jnl
Virtual neural networks: hundreds of souls in a body.
Neural Comput. Appl.
Petr Hurtík, Marek Vajgl, Zahra Alijani, Vojtech Molek
2023 J jnl
Fractional Concepts in Neural Networks: Enhancing Activation and Loss Functions.
CoRR
Zahra Alijani, Vojtech Molek
2023 J jnl
Unproportional mosaicing.
CoRR
Vojtech Molek, Petr Hurtík, Pavel Vlasánek, David Adamczyk
2022 — conf
Image Segmentation Losses with Modules Expressing a Relationship Between Predictions.
IPMU (2)
Petr Hurtík, Vojtech Molek, Hana Zámecníková
2022 J jnl
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3.
Neural Comput. Appl.
Petr Hurtík, Vojtech Molek, Jan Hula, Marek Vajgl, Pavel Vlasánek, Tomas Nejezchleba
2021 — conf
Segmenting out Generic Objects in Monocular Videos.
ITAT
Jan Hula, David Adamczyk, David Mojzísek, Vojtech Molek
2020 J jnl
Data Preprocessing Technique for Neural Networks Based on Image Represented by a Fuzzy Function.
IEEE Trans. Fuzzy Syst.
Petr Hurtík, Vojtech Molek, Jan Hula
2020 J jnl
Deep Learning and Higher Degree F-Transforms: Interpretable Kernels Before and After Learning.
Int. J. Comput. Intell. Syst.
Vojtech Molek, Irina Perfilieva
2020 B conf
F-Transform and Convolutional NN: Cross-Fertilization and Step Forward.
FUZZ-IEEE
Vojtech Molek, Irina Perfilieva
2020 J jnl
Novel dimensionality reduction approach for unsupervised learning on small datasets.
Pattern Recognit.
Petr Hurtík, Vojtech Molek, Irina Perfilieva
2020 J jnl
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3.
CoRR
Petr Hurtík, Vojtech Molek, Jan Hula, Marek Vajgl, Pavel Vlasánek, Tomas Nejezchleba
2020 — conf
Training Neural Network Over Encrypted Data.
DSMP
Vojtech Molek, Petr Hurtík
2020 B conf
YOLO-ASC: You Only Look Once And See Contours.
IJCNN
Petr Hurtík, Vojtech Molek, Pavel Vlasánek
2019 — conf
Convolutional Neural Networks with Interpretable Kernels.
IUKM
Vojtech Molek, Irina Perfilieva
2019 — conf
Fuzzy Preprocessing for Semi-supervised Image Classification in Modern Industry.
IWANN (2)
Petr Hurtík, Vojtech Molek
2019 — conf
Scale-Space Theory, F-transform Kernels and CNN Realization.
IWANN (2)
Vojtech Molek, Irina Perfilieva
2017 — conf
Convolutional Neural Networks with the F-transform Kernels.
IWANN (1)
Vojtech Molek, Irina Perfilieva
2017 — conf
Image Contours Detection with Deep Features and SVM.
EUSFLAT/IWIFSGN (2)
Vojtech Molek