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2020 – today
- 2023
[i3]Vojtech Molek, Petr Hurtík, Pavel Vlasánek, David Adamczyk:
Unproportional mosaicing. CoRR abs/2303.02081 (2023)- [i2]Zahra Alijani, Vojtech Molek:
Fractional Concepts in Neural Networks: Enhancing Activation and Loss Functions. CoRR abs/2310.11875 (2023) - 2022
- [j4]Petr Hurtík, Vojtech Molek, Jan Hula, Marek Vajgl, Pavel Vlasánek
, Tomas Nejezchleba:
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3. Neural Comput. Appl. 34(10): 8275-8290 (2022) - [c10]Petr Hurtík, Vojtech Molek, Hana Zámecníková:
Image Segmentation Losses with Modules Expressing a Relationship Between Predictions. IPMU (2) 2022: 343-354 - 2021
- [c9]Jan Hula, David Adamczyk, David Mojzísek, Vojtech Molek:
Segmenting out Generic Objects in Monocular Videos. ITAT 2021: 123-129 - 2020
- [j3]Vojtech Molek, Irina Perfilieva:
Deep Learning and Higher Degree F-Transforms: Interpretable Kernels Before and After Learning. Int. J. Comput. Intell. Syst. 13(1): 1404-1414 (2020) - [j2]Petr Hurtík, Vojtech Molek, Irina Perfilieva:
Novel dimensionality reduction approach for unsupervised learning on small datasets. Pattern Recognit. 103: 107291 (2020) - [j1]Petr Hurtík, Vojtech Molek, Jan Hula:
Data Preprocessing Technique for Neural Networks Based on Image Represented by a Fuzzy Function. IEEE Trans. Fuzzy Syst. 28(7): 1195-1204 (2020) - [c8]Vojtech Molek, Petr Hurtík:
Training Neural Network Over Encrypted Data. DSMP 2020: 23-27 - [c7]Vojtech Molek, Irina Perfilieva:
F-Transform and Convolutional NN: Cross-Fertilization and Step Forward. FUZZ-IEEE 2020: 1-6 - [c6]Petr Hurtík, Vojtech Molek, Pavel Vlasánek:
YOLO-ASC: You Only Look Once And See Contours. IJCNN 2020: 1-7 - [i1]Petr Hurtík, Vojtech Molek, Jan Hula, Marek Vajgl, Pavel Vlasánek, Tomas Nejezchleba:
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3. CoRR abs/2005.13243 (2020)
2010 – 2019
- 2019
- [c5]Vojtech Molek, Irina Perfilieva:
Convolutional Neural Networks with Interpretable Kernels. IUKM 2019: 320-332 - [c4]Petr Hurtík, Vojtech Molek:
Fuzzy Preprocessing for Semi-supervised Image Classification in Modern Industry. IWANN (2) 2019: 3-13 - [c3]Vojtech Molek, Irina Perfilieva:
Scale-Space Theory, F-transform Kernels and CNN Realization. IWANN (2) 2019: 38-48 - 2017
- [c2]Vojtech Molek:
Image Contours Detection with Deep Features and SVM. EUSFLAT/IWIFSGN (2) 2017: 546-553 - [c1]Vojtech Molek, Irina Perfilieva:
Convolutional Neural Networks with the F-transform Kernels. IWANN (1) 2017: 396-407
Coauthor Index
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