@article{timeseriesrepresentationsfor, title = {Time Series Representations for Classification Lie Hidden in Pretrained Vision Transformers}, author = {Simon Roschmann and Quentin Bouniot and Vasilii Feofanov and Ievgen Redko and Zeynep Akata}, year = {2025}, eprint = {2506.08641}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.08641v1}, }