@article{mambaadv2evolvingdualityenhancedstatespa,
  title = {MambaADv2: Evolving Duality-enhanced State Space Model for Unsupervised Anomaly Detection},
  author = {Xiaobin Hu and Haoyang He and Bo Yin and Yu He and Lei Xie and Jiangning Zhang and Yu-Gang Jiang and Shuicheng Yan},
  year = {2026},
  eprint = {2606.23126},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.23126},
}