Distribution Alignment Optimization through Neural Collapse for Long-tailed Classification

Jintong Gao; He Zhao; Dan dan Guo; Hongyuan Zha

2024 ICML ICML 2024

Distribution Alignment Optimization through Neural Collapse for Long-tailed Classification

Abstract

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🐣 Hot Topic Early Bird - distribution alignment

Authors

Jintong Gao, He Zhao, Dan dan Guo, Hongyuan Zha

Topics

Machine Learning > Core Methods > Classification Machine Learning > Optimization & Theory > Learning Theory Deep Learning > Optimization & Theory > Optimization

Keywords

classifier learning neural collapse distribution alignment plug-and-play method long-tailed classification etf structure

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