Stefan Pócos

According to our database, Stefan Pócos authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

A multi-modal explainability approach for human-aware robots in multi-party conversation.

Iveta Becková, Stefan Pócos, Giulia Belgiovine, Marco Matarese, Omar Eldardeer, Alessandra Sciutti, Carlo Mazzola

Comput. Vis. Image Underst., 2025

2024

A Multi-Modal Explainability Approach for Human-Aware Robots in Multi-Party Conversation.

Iveta Becková, Stefan Pócos, Giulia Belgiovine, Marco Matarese, Alessandra Sciutti, Carlo Mazzola

CoRR, 2024

RecViT: Enhancing Vision Transformer with Top-Down Information Flow.

Stefan Pócos, Iveta Becková, Igor Farkas

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2022

State space reconstruction techniques and the accuracy of prediction.

Anna Krakovská, Stefan Pócos, Karolína Mojzisová, Iveta Becková, Jakub Xaver Gubás

Commun. Nonlinear Sci. Numer. Simul., 2022

Examining the Proximity of Adversarial Examples to Class Manifolds in Deep Networks.

Stefan Pócos, Iveta Becková, Igor Farkas

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

2020

Assessment of Manifold Unfolding in Trained Deep Neural Network Classifiers.

Stefan Pócos, Iveta Becková, Tomás Kuzma, Igor Farkas

Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020

Computational Analysis of Robustness in Neural Network Classifiers.

Iveta Becková, Stefan Pócos, Igor Farkas

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020