2 papers
cs.AI2025
Bongard-RWR+: Real-World Representations of Fine-Grained Concepts in Bongard Problems
Szymon Pawlonka, Mikołaj Małkiński, Jacek Mańdziuk
Bongard Problems (BPs) provide a challenging testbed for abstract visual reasoning (AVR), requiring models to identify visual concepts fromjust a few examples and describe them in…
cs.AI2025
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks
Mikołaj Małkiński, Jacek Mańdziuk
The abstract visual reasoning (AVR) domain presents a diverse suite of analogy-based tasks devoted to studying model generalization. Recent years have brought dynamic progress in t…