2 papers
cs.CV2026
Efficient coding along the visual hierarchy
Ananya Passi, Brian S. Robinson, Michael F. Bonner
Biological visual systems learn from limited experience, unlike deep learning models that rely on millions of training images. What learning principles make this possible? We teste…
cs.LG2026
Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning
William T. Redman, Erik C. Johnson, Brian Robinson
Identifying and exploiting common features across domains is at the heart of the human ability to make analogies, and is believed to be crucial for the ability to continually learn…