Full Collapse Is Suboptimal: Controlled Partial Neural Collapse for Long-Tailed Recognition.

arXiv:2610.36460v1 Announce Type: cross Abstract: Recent long-tailed recognition (LTR) methods incorporate neural collapse (NC) and align features to a fixed Equiangular Tight Frame (ETF) as a uniform target for all classes. However, forcing tail classes to fu