neural-collapse topic

A curated list of papers of interesting empirical study and insight on deep learning. Continually updating...

MinghuiChen43

[ICLR 2023] The official code for our ICLR 2023 (top25%) paper: "Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot Class-Incremental Learning"

NeuralCollapseApplications

[NeurIPS 2022] The official code for our NeurIPS 2022 paper "Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?".

NeuralCollapseApplications