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UO > About > Organizational Structure > Faculties & Institutes > Centre of Excellence IT4Innovations, division of UO, Institute for Research and Applications of Fuzzy Modeling

Jan Hůla


Academic degree, name, surname:MgA. Jan Hůla
Room, floor, building: C 712, Building C
Position:
Research interests and teaching:3D computer vision, machine learning for graph data, reinforcement learning
Department (Faculty): Institute for Research and Applications of Fuzzy Modeling
Phone number, mobile: +420 553 46 2140
E-mail:
Personal website:



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Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3
Petr Hurtík, Vojtěch Molek, Jan Hůla, Marek Vajgl, Pavel Vlašánek, Tomáš Nejezchleba ... other authors
Year: 2021, Neural Computing and Applications
journal article

Segmenting out Generic Objects in Monocular Videos
Jan Hůla, David Mojžíšek, David Adamczyk, Vojtěch Molek
Year: 2021
abstract in proceedings

The lexical context in a style analysis: A word embeddings approach
Miroslav Kubát, Jan Hůla, Xinying Chen, Radek Čech, Jiří Milička
Year: 2021, Corpus Linguistics and Linguistic Theory
journal article

Acquiring custom OCR system with minimalmanual annotation
David Adamczyk, Jan Hůla, David MOJŽÍŠEK, Radek Čech
Year: 2020
abstract in proceedings

Data Preprocessing Technique for Neural Networks Based on Image Represented by a Fuzzy Function
Petr Hurtík, Vojtěch Molek, Jan Hůla
Year: 2020, IEEE Transactions on Fuzzy Systems
journal article

Keypoints selection using Evolutionary Algorithms
David Adamczyk, Jan Hůla
Year: 2020
abstract in proceedings

Poly-YOLO
Jan Hůla, Vojtěch Molek, Petr Hurtík, Marek Vajgl, Pavel Vlašánek
Year: 2020
software

Unsupervised Object-aware Learning from Videos
Jan Hůla
Year: 2020
abstract in proceedings

Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling
Jan Hůla, Alex Wang, Patrick Xia, Raghavendra Pappagari, Thomas McCoy, Roma Patel, Najoung Kim, Ian Tenney, Yinghui Huang, Katherin Yu, Shuning Jin, Berlin Chen, Benjamin Van Durme, Edouard Grave, Ellie Pavlick, Samuel Bowman ... other authors
Year: 2019
abstract in proceedings

Community detection with graph neural networks
David Mojžíšek, Jan HŮLA
Year: 2019
abstract in proceedings

Context specificity of a lemma A word embedding approach
Kateřina Pelegrinová, Miroslav Kubát, Radek Čech, Jan Hůla, Xinying Chen
Year: 2019
presentations (congresses, symposia, conferences, workshops)

Context Specificity of Lemma. Diachronic Analysis
Jan HŮLA, Miroslav Kubát, Radek Čech, Xinying Chen, David Číž, Kateřina Pelegrinová, Jiří Milička ... other authors
Year: 2019, Glottometrics
journal article

IDENTIF YING COLL ABORATORS IN LARGE CODEBASES
Jan Hůla, Waren Long, Vadim Markovsev, Hugo Mougard, Egor Bulychev
Year: 2019
abstract in proceedings

Identifying commit patterns with Topic Modeling
Jan HŮLA
Year: 2019
abstract in proceedings

Kontextová specifičnost lemmatu - diachronní analýza
Miroslav Kubát, Jan HŮLA, Kateřina Pelegrinová, Radek Čech
Year: 2019
presentations (congresses, symposia, conferences, workshops)

SeLe - Online Tool for Semantic Analysisof Czech Lemmas
Jan Hůla, Miroslav Kubát
Year: 2019
presentations (congresses, symposia, conferences, workshops)

Semi-Supervised Classification of Scientific Papers With Graph Convolutional Networks and Topic Modeling
Jan HŮLA, David Mojžíšek, Miroslav Kubát
Year: 2019
abstract in proceedings

The Development of Context Specificity of Lemma. A Word Embeddings Approach.
Radek Čech, Jan HŮLA, Miroslav Kubát, Xinying Chen, Jiří Milička
Year: 2019, Journal of Quantitative Linguistics
journal article

Transcription of old Letterpress printed texts with Neural Networks
David MOJŽÍŠEK, Jan HŮLA
Year: 2019
presentations (congresses, symposia, conferences, workshops)

Universal preprocessing for Neural Networks given by Image Represented by a Fuzzy Function
Petr Hurtík, Vojtěch Molek, Jan HŮLA
Year: 2019
abstract in proceedings

Unsupervised Episodic Learning
Jan HŮLA
Year: 2019
presentations (congresses, symposia, conferences, workshops)

Context Specificity of Function and Content word
Miroslav Kubát, Jan HŮLA, David Číž, Kateřina Pelegrinová, Xinying Chen, Radek Čech ... other authors
Year: 2018
presentations (congresses, symposia, conferences, workshops)

Context Specificity of Lemma. Diachronic analysis.
Miroslav Kubát, Jan HŮLA, Radek Čech, David Číž, Kateřina Pelegrinová
Year: 2018
presentations (congresses, symposia, conferences, workshops)

General Purpose Sentense Representations
Jan HŮLA
Year: 2018
presentations (congresses, symposia, conferences, workshops)

Semantic parsing with Neural Networks
Jan HŮLA
Year: 2018
presentations (congresses, symposia, conferences, workshops)

Synthetic dataset for compositional learning
Vojtěch Molek, Jan HŮLA
Year: 2018
presentations (congresses, symposia, conferences, workshops)

Synthetic dataset for compositional learning
Vojtěch Molek, Jan HŮLA
Year: 2018
abstract in proceedings

A Development of Context Specificity of Lemma, Word Vectors Approach
Radek Čech, Jan HŮLA, Miroslav Kubát
Year: 2017
presentations (congresses, symposia, conferences, workshops)

Aplikace neuronových sítí v diachronní a synchronní sémantické analýze textů
Radek Čech, Miroslav Kubát, Jan HŮLA, Xinying Chen
Year: 2017
presentations (congresses, symposia, conferences, workshops)

Towards Visual Training Set Generation Framework
Irina Perfiljeva, Jan HŮLA
Year: 2017
presentations (congresses, symposia, conferences, workshops)

Towards Visual Training Set Generation Framework
Jan HŮLA, Irina Perfiljeva, Ali Ahsan Muhummad Muzaheed
Year: 2017
abstract in proceedings

Learning from large synthetic data sets
Jan HŮLA, Irina Perfiljeva
Year: 2016
abstract in proceedings

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AuthorTitleType of thesisYear
Bezouška TomášState space search using neural networksBachelor's thesis 2021 
Hyner PetrReinforcement Learning in GamesBachelor's thesis 2021 


Data analysis using F-transform and neural networks
Main solverMgA. Jan Hůla
Period1/2021 - 12/2021
ProviderSpecifický VŠ výzkum
Statesolved
Data and image analysis
Main solverMgA. Jan Hůla
Period1/2020 - 12/2020
ProviderSpecifický VŠ výzkum
Statefinished
social hub