@article{tinstesttimeidprototypeseparatednegative,
  title = {TINS: Test-time ID-prototype-separated Negative Semantics Learning for OOD Detection},
  author = {Yifeng Yang and Jubo Feng and Jing Xu and Xinbing Wang and Qinying Gu and Nanyang Ye},
  year = {2026},
  eprint = {2605.10756},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.10756},
}