Michal Vavrecka

Orcid: 0000-0002-0152-2682

According to our database1, Michal Vavrecka authored at least 23 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Bridging Language, Vision and Action: Multimodal VAEs in Robotic Manipulation Tasks.
CoRR, 2024

Modular Reinforcement Learning In Long-Horizon Manipulation Tasks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Adaptive Compression of the Latent Space in Variational Autoencoders.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Action Recognition System Integrating Motion and Object Detection.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023
How Language of Interaction Affects the User Perception of a Robot.
Proceedings of the Social Robotics - 15th International Conference, 2023

Native Czech speakers consider English-speaking robots more intelligent.
Proceedings of the International Conference on Human-Agent Interaction, 2023

2022
Benchmarking Multimodal Variational Autoencoders: GeBiD Dataset and Toolkit.
CoRR, 2022

Personified Robotic Chatbot Based On Compositional Dialogues.
Proceedings of the 2nd International Conference on Interactive Media, 2022

2021
MyGym: Modular Toolkit for Visuomotor Robotic Tasks.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2020
myGym: Modular Toolkit for Visuomotor Robotic Tasks.
CoRR, 2020

A Learning Based Approach for Planning with Safe Actions.
Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020

2019
Teaching robots to imitate a human with no on-teacher sensors. What are the key challenges?
CoRR, 2019

Exploring logical consistency and viewport sensitivity in compositional VQA models.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

2018
Mapping Language to Vision in a Real-World Robotic Scenario.
IEEE Trans. Cogn. Dev. Syst., 2018

Robotic Homunculus: Learning of Artificial Skin Representation in a Humanoid Robot Motivated by Primary Somatosensory Cortex.
IEEE Trans. Cogn. Dev. Syst., 2018

Estimating number of components in Gaussian mixture model using combination of greedy and merging algorithm.
Pattern Anal. Appl., 2018

Compositional models for VQA: Can neural module networks really count?
Proceedings of the Postproceedings of the 9th Annual International Conference on Biologically Inspired Cognitive Architectures, 2018

2017
Where is my forearm? Clustering of body parts from simultaneous tactile and linguistic input using sequential mapping.
CoRR, 2017

2015
Differences in EEG between gifted and average gifted adolescents: Mental rotation task.
Proceedings of the 2015 International Workshop on Computational Intelligence for Multimedia Understanding, 2015

2014
A Multimodal Connectionist Architecture for Unsupervised Grounding of Spatial Language.
Cogn. Comput., 2014

2013
EEG Feature Selection Based on Time Series Classification.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013

2011
EEG Analysis of the Navigation Strategies in a 3D Tunnel Task.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Bio-inspired Model of Spatial Cognition.
Proceedings of the Neural Information Processing - 18th International Conference, 2011


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