Mikolaj Malkinski

21 papers A* 4B 1Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
A Unified View of Abstract Visual Reasoning Problems.
ECML/PKDD (8)
Mikolaj Malkinski, Jacek Mandziuk
2025 A* conf
A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning.
IJCAI
Mikolaj Malkinski, Jacek Mandziuk
2025 A* conf
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks.
IJCAI
Mikolaj Malkinski, Jacek Mandziuk
2025 J jnl
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks.
CoRR
Mikolaj Malkinski, Jacek Mandziuk
2025 J jnl
Bongard-RWR+: Real-World Representations of Fine-Grained Concepts in Bongard Problems.
CoRR
Szymon Pawlonka, Mikolaj Malkinski, Jacek Mandziuk
2025 J jnl
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices.
ACM Comput. Surv.
Mikolaj Malkinski, Jacek Mandziuk
2025 A* conf
Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems.
ICML
Mikolaj Malkinski, Szymon Pawlonka, Jacek Mandziuk
2025 — conf
The Role of Text and Vision Modalities in Solving Bongard Problems with VLMs.
ICAISC (2)
Mikolaj Malkinski, Szymon Pawlonka, Jacek Mandziuk
2024 J jnl
A Unified View of Abstract Visual Reasoning Problems.
CoRR
Mikolaj Malkinski, Jacek Mandziuk
2024 B conf
Capitalizing on the Opponent's Uncertainty in Reconnaissance Blind Chess.
CEC
Jacek Czupyt, Mikolaj Malkinski, Jacek Mandziuk
2024 J jnl
Generalization and Knowledge Transfer in Abstract Visual Reasoning Models.
CoRR
Mikolaj Malkinski, Jacek Mandziuk
2024 J jnl
Multi-Label Contrastive Learning for Abstract Visual Reasoning.
IEEE Trans. Neural Networks Learn. Syst.
Mikolaj Malkinski, Jacek Mandziuk
2024 A* conf
One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems.
AAAI
Mikolaj Malkinski, Jacek Mandziuk
2024 J jnl
ReModels: Quantile Regression Averaging models.
CoRR
Grzegorz Zakrzewski, Kacper Skonieczka, Mikolaj Malkinski, Jacek Mandziuk
2024 J jnl
ReModels: Quantile Regression Averaging models.
SoftwareX
Grzegorz Zakrzewski, Kacper Skonieczka, Mikolaj Malkinski, Jacek Mandziuk
2024 J jnl
Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems.
CoRR
Mikolaj Malkinski, Szymon Pawlonka, Jacek Mandziuk
2023 J jnl
A review of emerging research directions in Abstract Visual Reasoning.
Inf. Fusion
Mikolaj Malkinski, Jacek Mandziuk
2023 J jnl
One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems.
CoRR
Mikolaj Malkinski, Jacek Mandziuk
2022 J jnl
A Review of Emerging Research Directions in Abstract Visual Reasoning.
CoRR
Mikolaj Malkinski, Jacek Mandziuk
2022 J jnl
Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices.
CoRR
Mikolaj Malkinski, Jacek Mandziuk
2020 J jnl
Multi-Label Contrastive Learning for Abstract Visual Reasoning.
CoRR
Mikolaj Malkinski, Jacek Mandziuk