@article{vmadvisualenhancedmultimodallarge,
  title = {VMAD: Visual-enhanced Multimodal Large Language Model for Zero-Shot Anomaly Detection},
  author = {Huilin Deng and Hongchen Luo and Wei Zhai and Yang Cao and Yu Kang},
  year = {2024},
  eprint = {2409.20146},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2409.20146v1},
}