 a member of IISLab, delivered a lecture at 

. He introduced radiance fields, a groundbreaking technology creating photorealistic 3D scenes. They enable advanced 3D scene understanding and editing, supported by LLMs and diffusion models. Their applications extend to robotics, where they facilitate planning, navigation, and manipulation. He also presented joint research between TUKE and UCI, supervised by 

 on using radiance fields as digital twins for video compression in autonomous driving.

Peter Gnip

Matúš Dopiriak delivered a lecture at University of California, Irvine.

Members of IISLab had the valuable opportunity to participate in the 

 (IEEE SSCI 2025), held in Trondheim, Norway, from March 17 to 20. They presented their latest research findings at a conference that brought together leading researchers and practitioners in artificial intelligence, machine learning, and computational intelligence.

A Deep Ensemble Learning Approach for Imbalanced Data in Bankruptcy Prediction

, and Martin Zoričak. Their research addresses the persistent challenge of class imbalance in bankruptcy prediction by introducing a leveraged TabNet architecture, contributing to the development of more accurate and reliable financial risk assessment models.

Split Computing in Autonomous Mobility for Efficient Semantic Segmentation using Transformers

 and Chris Uličný. Their study explores innovative applications of split computing and transformer models to significantly enhance the efficiency of autonomous mobility systems. We are proud to announce that their work was nominated for the 

IEEE SSCI 2025 provided an outstanding platform for academic exchange, networking, and fostering future collaborations. We extend our sincere thanks to the organizers for hosting a well-structured and inspiring event, and we look forward to participating in the next edition!

IISLab participated at IEEE SSCI 2025 conference in Trondheim, Norway

 published a research paper in the prestigious 

 (TVT), one of the leading journals in the field. This work, conducted under the supervision of 

, and in collaboration with the distinguished team at the Czech Technical University in Prague, represents a significant milestone in his academic career.

The paper presents substantial advancements in the field of connected vehicles, edge computing, and multi-agent cooperation, contributing to the development of cutting-edge technologies in these critical domains.

For further details, the full paper can be found 

Róbert Rauch published a research paper in the prestigious IEEE Transactions on Vehicular Technology

 Vice-Rector for Innovation and Technology Transfer at the Technical University of Košice, delivered the opening address and contributed to discussions on the extraordinary possibilities enabled by the computational capabilities of high-performance computing (HPC), the transformative role of artificial intelligence (AI) in shaping the future, and the potential impact of AI on traditional employment roles at the conference "

Prof. Juraj Gazda participated in the conference "Superpočítač a Slovensko"

(EEML), held in Novi Sad, Serbia, from July 15 to July 20, 2024. During the event, he presented his in-depth research on Physics Informed Neural Networks (PINNs) and their applications across various fields of physics.

 attended numerous talks and tutorial sessions that provided valuable insights into the latest advancements in AI technologies. The summer school, hosted by the Technical University of Novi Sad and organized in collaboration with Google DeepMind, featured presentations from leading experts such as 

 from Google DeepMind, and other distinguished researchers from top institutions including ETH Zurich and Harvard University.

 was one of the few Slovak participants, along with representatives from ESET and KInIT in Bratislava, offering a unique opportunity to highlight the work of IISLab on an international stage.

Marek Ružička attended Eastern European Machine Learning Summer School in Novi Sad, Serbia

Anyone interested in autonomous mobility can now watch 

Artificial Intelligence Empowering Autonomous Mobility

, organized by Deutsche Telekom IT Solutions, on September 11, 2024.

 also participated in a panel discussion alongside Juraj Girman, where they explored the topic of AI and its impact on the IT ecosystem in Eastern Slovakia.

Prof. Juraj Gazda as a keynote speaker at the AI Conference, Košice, Slovakia

Members of IISLab, along with friends, took a well-deserved break from tackling complex AI challenges to enjoy a fantastic grill party hosted by our very own 'MasterChef,' 

. The event offered more than just delicious food—it provided a wonderful opportunity to connect, collaborate, and strengthen our team spirit. From engaging in discussions about the latest AI innovations to sharing laughter around the sizzling grill, it was an afternoon filled with lots of fun.

iislab_bbq_2024_resized.jpg

IISLab Summer Team Building Event

, held from June 25-27, 2024, at Marina Bay Sands, Singapore. At the conference, they presented their collaborative research titled "

Clash of Titans on Imbalanced Data: TabNet vs XGBoost

" during the conference's poster session. This research was conducted in collaboration with 

In addition to presenting their research, they also participated in a practical workshop focused on optimizing the Llama2 model using TensorRT-LLM. This workshop provided hands-on experience with advanced techniques for improving the performance and efficiency of large language models (LLMs).

Peter Gnip and Róbert Kanász attended IEEE CAI 2024 conference in Singapore

 and the 21st Advanced Course on AI (ACAI 2024) in Athens, Greece, from July 22 to July 26, 2024. During the event, he presented research conducted with 

". This research was further developed in collaboration with 

 from the University of California, Irvine (UCI).

Matúš Dopiriak attended 2nd European Summer School on Artificial Intelligence in Athens, Greece

 in Osaka, Japan, held from June 29 to July 2, 2024. At the conference, they presented their collaborative research titled "

 from the University of California, Irvine (UCI). In addition to their presentation, the research was showcased during the conference's poster session. Furthermore, 

 participated in the PhD forum, where he discussed his research with other PhD students and an expert committee.

Eugen Šlapak and Matúš Dopiriak attended IEEE SmartComp 2024 conference in Osaka, Japan

) from the Technical University in Košice, led by 

, visited the prestigious University of California (UCI). They were hosted by 

, and their teams. The discussion focused on potential topics in autonomous mobility, artificial intelligence, and robotics. This visit aims to prepare joint EU-USA research projects and enhance collaboration.

Members of the IISLab from the Technical University in Košice visited the prestigious University of California (UCI), represented by Prof. Marco Levorato and assoc. Prof. Roy Fox and their teams.

News