Jan Hula

Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

Efficient Use of Large Language Models for Analysis of Text Corpora.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Pattern Recognition Applications and Methods, 2024

Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Understanding GNNs for Boolean Satisfiability through Approximation Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Molecule Builder: Environment for Testing Reinforcement Learning Agents.

[BibT_eX]

[DOI]

Petr Hyner

Proceedings of the 15th International Joint Conference on Computational Intelligence, 2023

Fast Heuristic for Ricochet Robots.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

2022

Binary cross-entropy with dynamical clipping.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

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

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

Targeted Configuration of an SMT Solver.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computer Mathematics - 15th International Conference, 2022

Image Classifier with Dynamic Set of Known Classes.

[BibT_eX]

[DOI]

Proceedings of the 22nd Conference Information Technologies, 2022

Analysis of the Semantic Vector Space Induced by a Neural Language Model and a Corpus.

[BibT_eX]

[DOI]

Xinying Chen

Antonín Dvorák

Proceedings of the 22nd Conference Information Technologies, 2022

3D Shapes Classification Using Intermediate Parts Representation.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

2021

Segmenting out Generic Objects in Monocular Videos.

[BibT_eX]

[DOI]

Proceedings of the 21st Conference Information Technologies, 2021

Graph Neural Networks for Scheduling of SMT Solvers.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2020

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

[BibT_eX]

[DOI]

Petr Hurtík

Vojtech Molek

IEEE Trans. Fuzzy Syst., 2020

Keypoints Selection Using Evolutionary Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 20th Conference Information Technologies, 2020

Acquiring Custom OCR System with Minimal Manual Annotation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

Unsupervised Object-aware Learning from Videos.

[BibT_eX]

[DOI]

Proceedings of the IEEE Third International Conference on Data Stream Mining, Processing, 2020

2019

The Development of Context Specificity of Lemma. A Word Embeddings Approach.

[BibT_eX]

[DOI]

J. Quant. Linguistics, 2019

Context Specificity of Lemma. Diachronic Analysis.

[BibT_eX]

[DOI]

Glottometrics, 2019

Identifying collaborators in large codebases.

[BibT_eX]

[DOI]

CoRR, 2019

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

[BibT_eX]

[DOI]

Alex Wang

Patrick Xia

Raghavendra Pappagari

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Looking for ELMo's friends: Sentence-Level Pretraining Beyond Language Modeling.

[BibT_eX]

[DOI]

Raghavendra Pappagari

CoRR, 2018

2017

Towards Visual Training Set Generation Framework.

[BibT_eX]

[DOI]