Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network?

Item #:

068431-2753

Details

DOI: https://doi.org/10.52202/068431-2753
Author(s): Shixiang Chen, Xiangtai Li, Zhouchen Lin, Dacheng Tao, Liang Xie, Yibo Yang
Pages: 37991-38002 (12 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-2753
Author(s): Shixiang Chen, Xiangtai Li, Zhouchen Lin, Dacheng Tao, Liang Xie, Yibo Yang
Pages: 37991-38002 (12 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)