@article{antsadaptivenegativetextualspaceshapingf,
  title = {ANTS: Adaptive Negative Textual Space Shaping for OOD Detection via Test-Time MLLM Understanding and Reasoning},
  author = {Wenjie Zhu and Yabin Zhang and Xin Jin and Wenjun Zeng and Lei Zhang},
  year = {2025},
  eprint = {2509.03951},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.03951},
}