2 papers
cs.CV2026
A solution to generalized learning from small training sets found in infants repeated visual experiences of individual objects
Frangil Ramirez, Elizabeth Clerkin, David J. Crandall +1
One-year-old infants rapidly form and generalize categories from idiosyncratic experiences of very few exemplars of those categories. Here we provide evidence on the statistics of…
stat.ML2025
Issues with Neural Tangent Kernel Approach to Neural Networks
Haoran Liu, Anthony Tai, David J. Crandall +1
Neural tangent kernels (NTKs) have been proposed to study the behavior of trained neural networks from the perspective of Gaussian processes. An important result in this body of wo…