publications

2025

1. AAAI

   

   CNC: Cross-modal Normality Constraint for Unsupervised Multi-class Anomaly Detection

   Xiaolei Wang^†, Xiaoyang Wang^†, Huihui Bai, and 2 more authors

   In AAAI, 2025

   Bib HTML

   @inproceedings{Wang2024D2D,
     title = {CNC: Cross-modal Normality Constraint for Unsupervised Multi-class Anomaly Detection},
     author = {Wang, Xiaolei and Wang, Xiaoyang and Bai, Huihui and Lim, Eng Gee and Xiao, Jimin},
     booktitle = {AAAI},
     year = {2025},
   }

2024

1. CVPR

   

   Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation

   Xiaoyang Wang, Huihui Bai, Limin Yu, and 2 more authors

   In CVPR, 2024

   Bib PDF

   @inproceedings{Wang2024DDFP,
     title = {Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation},
     author = {Wang, Xiaoyang and Bai, Huihui and Yu, Limin and Zhao, Yao and Xiao, Jimin},
     booktitle = {CVPR},
     year = {2024},
   }

2. CVPR

   

   Continual Segmentation with Disentangled Objectness Learning and Class Recognition

   Yizheng Gong, Siyue Yu, Xiaoyang Wang, and 1 more author

   In CVPR, 2024

   Bib PDF

   @inproceedings{Gong2024CoMasTRe,
     title = {Continual Segmentation with Disentangled Objectness Learning and Class Recognition},
     author = {Gong, Yizheng and Yu, Siyue and Wang, Xiaoyang and Xiao, Jimin},
     booktitle = {CVPR},
     year = {2024},
   }

3. AAAI

   

   SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation

   Xinqiao Zhao, Feilong Tang, Xiaoyang Wang, and 1 more author

   In AAAI, 2024

   Bib HTML

   @inproceedings{Wang2024D2C,
     title = {SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation},
     author = {Zhao, Xinqiao and Tang, Feilong and Wang, Xiaoyang and Xiao, Jimin},
     booktitle = {AAAI},
     year = {2024},
   }

2023

1. CVPR

   

   Hunting sparsity: Density-guided contrastive learning for semi-supervised semantic segmentation

   Xiaoyang Wang, Bingfeng Zhang, Limin Yu, and 1 more author

   In CVPR, 2023

   Bib PDF

   @inproceedings{Wang2023DGCL,
     title = {Hunting sparsity: Density-guided contrastive learning for semi-supervised semantic segmentation},
     author = {Wang, Xiaoyang and Zhang, Bingfeng and Yu, Limin and Xiao, Jimin},
     booktitle = {CVPR},
     year = {2023},
   }

2. ICCV

   

   FastRecon: Few-shot Industrial Anomaly Detection via Fast Feature Reconstruction

   Zheng Fang^†, Xiaoyang Wang^†, and Jimin Xiao

   In ICCV, 2023

   Bib PDF

   @inproceedings{Fang2023FastRecon,
     title = {FastRecon: Few-shot Industrial Anomaly Detection via Fast Feature Reconstruction},
     author = {Fang, Zheng and Wang, Xiaoyang and Xiao, Jimin},
     booktitle = {ICCV},
     year = {2023},
   }

2022

1. IJCAI

   

   CARD: Semi-supervised Semantic Segmentation via Class-agnostic Relation based Denoising

   Xiaoyang Wang, Jimin Xiao, Bingfeng Zhang, and 1 more author

   In IJCAI, 2022

   Bib PDF

   @inproceedings{Wang2022CARDSS,
     title = {CARD: Semi-supervised Semantic Segmentation via Class-agnostic Relation based Denoising},
     author = {Wang, Xiaoyang and Xiao, Jimin and Zhang, Bingfeng and Yu, Limin},
     booktitle = {IJCAI},
     year = {2022},
   }