Key Lab. of Machine Perception (MoE), School of Intelligence Science and Technology, Peking University; State Key Lab of CAD&CG, Zhejiang University; JD Explore Academy, Beijing, China; Institute for Artificial Intelligence, Peking University
Yibo Yang, Shixiang Chen, Xiangtai Li, Liang Xie, Zhouchen Lin, Dacheng Tao
neural collapse;simplex ETF;imbalanced learning;machine learning;learning theory
Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?