Mikołaj Małkiński
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (7) 🗺️ Taxonomy Completionist (10)
🏆
Keyword Champion
(3)
Conferences
IJCAI (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
raven's progressive matrice
(3)
abstract visual reasoning
(3)
transfer learning
(2)
knowledge transfer
(1)
visual reasoning
(1)
out-of-distribution generalization
(1)
neural architecture
(1)
progressive matrice
(1)
generalization assessment
(1)
abstract reasoning
(1)
group convolution
(1)
neural network
(1)
benchmark evaluation
(1)
self-configurable model
(1)
multi-task learning
(1)
scene understanding
(1)
Papers
Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems
ICML 2025
A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning
IJCAI 2025
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks
IJCAI 2025
One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems
AAAI 2024