Mikolaj Malkinski

According to our database, Mikolaj Malkinski authored at least 13 papers between 2023 and 2025.

Collaborative distances:

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

2025

Bongard-RWR+: Real-World Representations of Fine-Grained Concepts in Bongard Problems.

Szymon Pawlonka, Mikolaj Malkinski, Jacek Mandziuk

CoRR, August, 2025

Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices.

Mikolaj Malkinski, Jacek Mandziuk

ACM Comput. Surv., July, 2025

A Unified View of Abstract Visual Reasoning Problems.

Mikolaj Malkinski, Jacek Mandziuk

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track and Applied Data Science Track, 2025

Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks.

Mikolaj Malkinski, Jacek Mandziuk

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning.

Mikolaj Malkinski, Jacek Mandziuk

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

The Role of Text and Vision Modalities in Solving Bongard Problems with VLMs.

Mikolaj Malkinski, Szymon Pawlonka, Jacek Mandziuk

Proceedings of the Artificial Intelligence and Soft Computing, 2025

2024

Multi-Label Contrastive Learning for Abstract Visual Reasoning.

Mikolaj Malkinski, Jacek Mandziuk

IEEE Trans. Neural Networks Learn. Syst., February, 2024

ReModels: Quantile Regression Averaging models.

Grzegorz Zakrzewski, Kacper Skonieczka, Mikolaj Malkinski, Jacek Mandziuk

SoftwareX, 2024

Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems.

Mikolaj Malkinski, Szymon Pawlonka, Jacek Mandziuk

CoRR, 2024

Generalization and Knowledge Transfer in Abstract Visual Reasoning Models.

Mikolaj Malkinski, Jacek Mandziuk

CoRR, 2024

Capitalizing on the Opponent's Uncertainty in Reconnaissance Blind Chess.

Jacek Czupyt, Mikolaj Malkinski, Jacek Mandziuk

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems.

Mikolaj Malkinski, Jacek Mandziuk

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A review of emerging research directions in Abstract Visual Reasoning.

Mikolaj Malkinski, Jacek Mandziuk

Inf. Fusion, 2023