Neural Collapse in Deep Linear Networks: From Balanced to Imbalanced Data

Hien Dang, Tho Tran, Stanley Osher +3

Modern deep neural networks have achieved impressive performance on tasks from image classification to natural language processing. Surprisingly, these complex systems with massive…