@article{dontcollapseyourfeatureswhycenterlosshur, title = {Don't Collapse Your Features: Why CenterLoss Hurts OOD Detection and Multi-Scale Mahalanobis Wins}, author = {Rahul D Ray}, year = {2026}, eprint = {2605.21493}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.21493}, }