Advancing Personalized Learning with Neural Collapse for Long-Tail Challenge

Hanglei Hu; Yingying Guo; Zhikang Chen; Sen Cui; Fei Wu; Kun Kuang; Min Zhang; Bo Jiang

2025 ICML ICML 2025

Advancing Personalized Learning with Neural Collapse for Long-Tail Challenge

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Natural Language Processing

Authors

Hanglei Hu, Yingying Guo, Zhikang Chen, Sen Cui, Fei Wu, Kun Kuang, Min Zhang, Bo Jiang

Topics

Artificial Intelligence > Core AI > Multimodal Learning Machine Learning > Core Methods > Representation Learning Natural Language Processing > Resources & Methods > Large Language Models

Keywords

class imbalance neural collapse large language model simplex equiangular tight frame etf structure text-modality collapse

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