Visual Structures Help Visual Reasoning: Addressing the Binding Problem in LVLMs
–Neural Information Processing Systems
Despite progress in Large Vision-Language Models (LVLMs), their capacity for visual reasoning is often limited by the binding problem: the failure to reliably associate perceptual features with their correct visual referents.
Neural Information Processing Systems
Jun-23-2026, 01:57:43 GMT
- Genre:
- Research Report
- Experimental Study (0.46)
- New Finding (0.46)
- Research Report
- Technology:
- Information Technology > Artificial Intelligence
- Vision (1.00)
- Representation & Reasoning (1.00)
- Natural Language > Large Language Model (1.00)
- Cognitive Science (0.93)
- Machine Learning > Neural Networks
- Deep Learning (0.49)
- Information Technology > Artificial Intelligence