@misc{dl2-a06-1, title={Prevalence of Neural Collapse during the terminal phase of deep learning training}, author={Vardan Papyan, X.Y. Han, David L. Donoho}, year={2020}, url={https://arxiv.org/abs/2008.08186} } @misc{dl2-a06-2, title={Neural collapse with unconstrained features}, author={Dustin G. Mixon, Hans Parshall, Jianzong Pi}, year={2020}, url={https://arxiv.org/abs/2011.11619} } @misc{dl2-a06-3, title={A Geometric Analysis of Neural Collapse with Unconstrained Features}, author={Zhihui Zhu, Tianyu Ding, Jinxin Zhou, Xiao Li, Chong You, Jeremias Sulam, Qing Qu}, year={2021}, url={https://arxiv.org/abs/2105.02375} } @misc{dl2-a06-4, title={Neural Collapse Under MSE Loss: Proximity to and Dynamics on the Central Path}, author={X.Y. Han, Vardan Papyan, David L. Donoho}, year={2022}, url={https://arxiv.org/abs/2106.02073} } @misc{dl2-a06-5, title={Exploring Deep Neural Networks via Layer-Peeled Model: Minority Collapse in Imbalanced Training}, author={Cong Fang, Hangfeng He, Qi Long, Weijie J. Su}, year={2021}, url={https://arxiv.org/abs/2101.12699} } @misc{dl2-a06-6, title={Neural Collapse with Cross-Entropy Loss}, author={Jianfeng Lu, Stefan Steinerberger}, year={2021}, url={https://arxiv.org/abs/2012.08465} }