Imbalance Trouble: Revisiting Neural-Collapse Geometry

Neural Information Processing Systems 

Towards this end, we adoptthe unconstrained-features model (UFM), a recent theoretical model for studying neural collapse, and introduce Simplex-Encoded-Labels Interpolation (SELI) as an invariant characterizationof theneuralcollapsephenomenon.