Marek Baranowski

According to our database, Marek Baranowski authored at least 5 papers between 2023 and 2026.

Collaborative distances:

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

2026

From Chatbot to Validator: A Dual-Agent Strategy towards Trustworthy On-Premise Conversational LLMs.

Michal Podpora, Marek Baranowski, Aleksandra Kawala-Sterniuk, Mariusz Pelc, Piotr Rogala, Piotr Kawa, Pawel Piróg, Anna Romaniewska, Wojciech Rogala

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

DualRAG Architecture: Structured Retrieval with Layered Knowledge Models.

Michal Podpora, Marek Baranowski, Aleksandra Kawala-Sterniuk, Mariusz Pelc

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

Sign Language Datasets for Machine Learning: Evaluation of Datasets for ASL and Selected Languages.

Pawel Antonowicz, Marek Baranowski, Michal Podpora

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

2024

Investigation of vulnerabilities in large language models using an automated testing system (short paper).

Volodymyr Khoma, Dmytro Sabodashko, Viktor Kolchenko, Pavlo Perepelytsia, Marek Baranowski

Proceedings of the Cybersecurity Providing in Information and Telecommunication Systems II, 2024

2023

Comparison of the Usability of Apple M2 and M1 Processors for Various Machine Learning Tasks.

David Kasperek, Pawel Antonowicz, Marek Baranowski, Marta Sokolowska, Michal Podpora

Sensors, 2023