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UO > About > Organizational Structure > Faculties & Institutes > Institute for Research and Applications of Fuzzy Modeling

Jan Hůla


Academic degree, name, surname:
MgA. Jan Hůla, Ph.D.
Room, floor, building:
C 705, 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 1418
E-mail:



No record found.



Predicting Subgoals in Ricochet Robots with a Graph Neural Network
Petr Hyner, Jan Mrógala, David Adamczyk, Jan Hůla
Year: 2026
abstract in proceedings
 
Ability Transfer Through Language Mixing
Petr Hyner, Jan Mrógala, Jan Hůla
Year: 2025
abstract in proceedings
 
BenCzechMark : A Czech-Centric Multitask and Multimetric Benchmark for Large Language Models with Duel Scoring Mechanism
Martin Fajčík, Martin Dočekal, Jan Doležal, Karel Ondřej, Karel Beneš, Jan Kapsa, Pavel Smrž, Alexander Polok, Michal Hradiš, Zuzana Nevěřilová, Aleš Horák, Radoslav Sabol, Michal Štefánik, Adam Jirkovský, David Adamczyk, Petr Hyner, Jan Hůla, Hynek Kydlíček ... other authors
Year: 2025, Transactions of the Association for Computational Linguistics
journal article
 
Generalization of LLMs in SAT Reasoning via Structured Scratchpad Interaction
František Dušek, Petr Hyner, Jan Hůla
Year: 2025
abstract in proceedings
 
Geometric Reasoning in the Embedding Space
David Mojžíšek, Jan Hůla, Jiří Janeček, David Herel, Mikolas Janota
Year: 2025, Machine Learning and Knowledge Extraction
journal article
 
Learning to Search with Subgoals
Petr Hyner, Jan Mrógala, Kryštof Krmaschek, Jan Hůla
Year: 2025
abstract in proceedings
 
Efficient Solver Scheduling and Selection for Satisfiability Modulo Theories (SMT) Problems.
David Mojžíšek, Jan Hůla
Year: 2024
abstract in proceedings
 
Efficient Use of Large Language Models for Analysis of Text Corpora
David Adamczyk, Jan Hůla
Year: 2024
abstract in proceedings
 
Kód pro GNN na kombintarorických problémech
Jan Hůla, David Mojžíšek
Year: 2024
software
 
Stealing Brains: From English to Czech Language Model
Petr Hyner, Petr Marek, David Adamczyk, Jan Hůla, Jan Šedivý
Year: 2024
abstract in proceedings
 
Understanding GNNs for Boolean Satisfiability through Approximation Algorithms
Jan Hůla, David Mojžíšek, Mikoláš Janota
Year: 2024
abstract in proceedings
 
Fast Heuristic for Ricochet Robots
Jan Hůla, David Adamczyk, Mikoláš Janota
Year: 2023
abstract in proceedings
 
FAST-GNN-SAT
Jan Hůla, David Mojžíšek
Year: 2023
software
 
Molecule Builder: Environment for Testing Reinforcement Learning Agents
Petr Hyner, Jan Hůla, Mikoláš Janota
Year: 2023
abstract in proceedings
 
Analysis of the Semantic Vector Space Induced by a Neural Language Model and a Corpus
Xinying Chen, Jan Hůla, Antonín Dvořák
Year: 2022
abstract in proceedings
 
Binary cross-entropy with dynamical clipping
Petr Hurtík, Jan Hůla, David Hýnar, Stefania Tomasiello
Year: 2022, NEURAL COMPUT APPL
journal article
 
Image Classifier with Dynamic Set of Known Classes
Jan Hůla, David Mojžíšek
Year: 2022
abstract in proceedings
 
Implicit layers – tutorial
Jan Hůla
Year: 2022
presentations (congresses, symposia, conferences, workshops)
 
Model Discovery for Efficient Search
Jan Hůla
Year: 2022
presentations (congresses, symposia, conferences, workshops)
 
3D Shapes Classification Using Intermediate Parts Representation
Jan Hůla, David Mojžíšek, David Adamczyk
Year: 2022
abstract in proceedings
 
3D Shapes Classification Using Intermediate Parts Representation
Jan Hůla
Year: 2022
presentations (congresses, symposia, conferences, workshops)
 
Geometric data processing
Jan Hůla
Year: 2021
presentations (congresses, symposia, conferences, workshops)
 
Graph Neural Networks for Scheduling of SMT Solvers
David Mojžíšek, Jan Hůla, Mikoláš Janota
Year: 2021
presentations (congresses, symposia, conferences, workshops)
 
Graph Neural Networks for Scheduling of SMT Solvers
Jan HŮLA, David MOJŽÍŠEK, Mikoláš Janota
Year: 2021
abstract in proceedings
 
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 COMPUT APPL
journal article
 
Segmenting out Generic Objects in Monocular Videos
Jan Hůla, David Mojžíšek, David Adamczyk, Vojtěch Molek
Year: 2021
abstract in proceedings
 
Segmenting out Generic Objects in Monocular Videos
Jan Hůla
Year: 2021
presentations (congresses, symposia, conferences, workshops)
 
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
 
Towards Graph Neural Networks for SMT Portfolios
Jan Hůla, David Mojžíšek, Mikoláš Janota
Year: 2021
presentations (congresses, symposia, conferences, workshops)
 
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
Jan HŮLA, Irina Perfiljeva, Ali Ahsan Muhummad Muzaheed
Year: 2017
abstract in proceedings
 
Towards Visual Training Set Generation Framework
Irina Perfiljeva, Jan HŮLA
Year: 2017
presentations (congresses, symposia, conferences, workshops)
 
Learning from large synthetic data sets
Jan HŮLA, Irina Perfiljeva
Year: 2016
abstract in proceedings
 
Harvard (USA) , výzkumný pobyt
Jan Hůla
Year:
work experience abroad
 
Johns Hopkins University (USA), výzkumný pobyt
Jan HŮLA
Year:
work experience abroad
 
Výzkumný pobyt TU Wien (Austria)
Jan Hůla
Year:
work experience abroad
 

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Author
Title
Type of thesis
Year
Krmaschek Kryštof
Efficient Strategies for Automatic Generation of Training Data
Master's thesis
2024
Hyner Petr
Abstraction Discovery in Reinforcement Learning
Master's thesis
2023
Bezouška Tomáš
State space search using neural networks
Bachelor's thesis
2021
Hyner Petr
Reinforcement Learning in Games
Bachelor's thesis
2021



Artificial intelligence as a tool for solving real problems
Period
1/2022 – 12/2022
Provider
Specifický VŠ výzkum
State
finished
Role in the project
Co-Investigator
Total costs
632 000 CZK
 
Data analysis using F-transform and neural networks
Period
1/2021 – 12/2021
Provider
Specifický VŠ výzkum
State
finished
Role in the project
Principal Investigator
Total costs
592 000 CZK
 
Data and image analysis
Period
1/2020 – 12/2020
Provider
Specifický VŠ výzkum
State
finished
Role in the project
Principal Investigator
Total costs
542 890 CZK
 
Optical Character Recognition in Old Prints
Period
1/2020 – 12/2020
Provider
Specifický VŠ výzkum
State
finished
Role in the project
Co-Investigator
Total costs
152 230 CZK
 
New approaches to aggregation operators in analysis and  processing of data
Period
1/2018 – 12/2020
Provider
Standardní projekt GA ČR
State
finished
Role in the project
Co-Investigator
Total costs
8 553 000 CZK
 
Preprocessing methods and techniques in data analysis
Period
1/2019 – 12/2019
Provider
Specifický VŠ výzkum
State
finished
Role in the project
Co-Investigator
Total costs
573 100 CZK
 
Semantic analysis based on Neural Networks approaches
Period
1/2019 – 12/2019
Provider
Specifický VŠ výzkum
State
finished
Role in the project
Co-Investigator
Total costs
187 100 CZK
 
Analysis of Context Specificity of Lemma using Neural Networks
Period
1/2018 – 12/2018
Provider
Specifický VŠ výzkum
State
finished
Role in the project
Co-Investigator
Total costs
221,3 CZK
 
Image processing using soft-computing methods
Period
1/2018 – 12/2018
Provider
Specifický VŠ výzkum
State
finished
Role in the project
Co-Investigator
Total costs
617 200 CZK
 
Application of Neural Networks in Diachronic and Synchronic Semantic Analysis of Texts
Period
1/2017 – 12/2017
Provider
Specifický VŠ výzkum
State
finished
Role in the project
Co-Investigator
Total costs
163 000 CZK
 
Soft Computing Methods for Pattern Recognition II
Period
1/2017 – 12/2017
Provider
Specifický VŠ výzkum
State
finished
Role in the project
Co-Investigator
Total costs
589 000 CZK
 
Soft Computing Methods for Pattern Recognition
Period
1/2016 – 1/2016
Provider
Specifický VŠ výzkum
State
finished
Role in the project
Co-Investigator
Total costs
520 000 CZK
 

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