ICLR 2024, "Fixed Non-negative Orthogonal Classifier: Inducing Zero-mean Neural Collapse with Feature Dimension Separation"

FNO classifier makes the LPM achieve the global optimality even in inducing the max-margin decision while satisfying the properties of the zero-mean neural collapse and invokes feature dimension separation, which is useful in continual learning and imbalanced learning