Jan Hůla

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

Petr Hurtík, Vojtěch Molek, Jan Hůla et al. · Neural Computing and Applications · 2022 · 146 citations

Multiple Instance Learning, Image Analysis, Machine Learning +14

Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling

Alex Wang, Jan Hůla, Patrick Xia et al. · 2019 · 90 citations · Full text

Engineering, Language Development, Psycholinguistics +25

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

Petr Hurtík, Vojtěch Molek, Jan Hůla · IEEE Transactions on Fuzzy Systems · 2020 · 47 citations

Data Preprocessing Technique, Convolutional Neural Network, Nn Architectures +22

Binary cross-entropy with dynamical clipping

Petr Hurtík, Stefania Tomasiello, Jan Hůla et al. · Neural Computing and Applications · 2022 · 43 citations

Engineering, Information Theory, Entropy +5

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

Petr Hurtík, Vojtěch Molek, Jan Hůla et al. · arXiv (Cornell University) · 2020 · 25 citations · Full text

Convolutional Neural Network, High Resolution, Engineering +23