2 papers
cs.LG2026
What Makes a Good Example? Modeling Exemplar Selection with Neural Network Representations
Fanxiao Wani Qiu, Oscar Leong, Alexander LaTourrette
Teaching requires distilling a rich category distribution into a small set of informative exemplars. Although prior work shows that humans consider both representativeness and dive…
cs.CV2026
Feature, Alignment, and Supervision in Category Learning: A Comparative Approach with Children and Neural Networks
Fanxiao Wani Qiu, Oscar Leong
Understanding how humans and machines learn from sparse data is central to cognitive science and machine learning. Using a species-fair design, we compare children and convolutiona…