Mańdziuk, Jacek
- Reasoning Limitations of Multimodal Large Language Models. A Case Study of Bongard Problems
2024/11/02 by Mikołaj Małkiński, Małkiński, Mikołaj, Szymon Pawlonka +3 · 10 citations
Computer Science · #Natural Language Processing Techniques
- A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning
2024/06/16 by Mikołaj Małkiński, Małkiński, Mikołaj, Jacek Mańdziuk +1 · 3 citations
Computer Science · #Constraint Satisfaction and Optimization #Rough Sets and Fuzzy Logic #AI-based Problem Solving and Planning
- StatMix: Data augmentation method that relies on image statistics in federated learning
2022/07/08 by Dominik Lewy, Lewy, Dominik, Jacek Mańdziuk +5 · 1 citation
Computer Science · Medicine · #Privacy-Preserving Technologies in Data #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI)
- Text-to-Image Cross-Modal Generation: A Systematic Review
2024/01/21 by Żelaszczyk, Maciej, Mańdziuk, Jacek · 1 citation
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret
2023/12/14 by Żychowski, Adam, Perrault, Andrew, Mańdziuk, Jacek · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Interpretable Multi-task Learning with Shared Variable Embeddings
2024/05/10 by Maciej Żelaszczyk, Jacek Mańdziuk, Żelaszczyk, Maciej +1 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Bongard-RWR+: Real-World Representations of Fine-Grained Concepts in Bongard Problems
2025/08/16 by Szymon Pawlonka, Pawlonka, Szymon, Mikołaj Małkiński +3 · 2 citations
Computer Science · #Constraint Satisfaction and Optimization #Machine Learning and Data Classification #AI-based Problem Solving and Planning