| Learning global-local correspondence with semantic bottleneck for logical anomaly detection H Yao, W Yu, W Luo, Z Qiang, D Luo, X Zhang IEEE Transactions on Circuits and Systems for Video Technology, 2023 | 20 | 2023 |
| Normal reference attention and defective feature perception network for surface defect detection W Luo, H Yao, W Yu IEEE Transactions on Instrumentation and Measurement 72, 1-14, 2023 | 20 | 2023 |
| Dual-attention transformer and discriminative flow for industrial visual anomaly detection H Yao, W Luo, W Yu, X Zhang, Z Qiang, D Luo, H Shi IEEE Transactions on Automation Science and Engineering, 2023 | 16 | 2023 |
| Unsupervised defect segmentation via forgetting-inputting-based feature fusion and multiple hierarchical feature difference W Luo, T Niu, H Yao, L Tang, W Yu, B Li IEEE Sensors Journal 23 (13), 14448-14459, 2023 | 11* | 2023 |
| Scoring Bayesian Neural Networks for learning from inconsistent labels in surface defect segmentation T Niu, B Chen, Q Lyu, B Li, W Luo, Z Wang, B Li Measurement 225, 113998, 2024 | 9 | 2024 |
| Template-based Feature Aggregation Network for industrial anomaly detection W Luo, H Yao, W Yu Engineering Applications of Artificial Intelligence 131, 107810, 2024 | 8 | 2024 |
| AMI-Net: Adaptive Mask Inpainting Network for Industrial Anomaly Detection and Localization W Luo, H Yao, W Yu, Z Li IEEE Transactions on Automation Science and Engineering, 2024 | 7 | 2024 |
| Prior Normality Prompt Transformer for Multi-class Industrial Image Anomaly Detection H Yao, Y Cao, W Luo, W Zhang, W Yu, W Shen arXiv preprint arXiv:2406.11507, 2024 | 6 | 2024 |
| Scalable Industrial Visual Anomaly Detection with Partial Semantics Aggregation Vision Transformer H Yao, W Luo, J Lou, W Yu, X Zhang, Z Qiang, H Shi IEEE Transactions on Instrumentation and Measurement, 2023 | 6 | 2023 |
| Few-shot unseen defect segmentation for polycrystalline silicon panels with an interpretable dual subspace attention variational learning framework H Yao, W Luo, W Yu, X Zhang, Z Qiang, D Luo, H Shi Advanced Engineering Informatics 62, 102613, 2024 | 2 | 2024 |
| Global-Regularized Neighborhood Regression for Efficient Zero-Shot Texture Anomaly Detection H Yao, W Luo, Y Cao, Y Zhang, W Yu, W Shen arXiv preprint arXiv:2406.07333, 2024 | 1 | 2024 |
| VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modeling Y Cao, H Yao, W Luo, W Shen IEEE Transactions on Industrial Informatics, 2025 | | 2025 |
| Local–global normality learning and discrepancy normalizing flow for unsupervised image anomaly detection H Yao, W Luo, W Zhang, X Zhang, Z Qiang, D Luo Engineering Applications of Artificial Intelligence 137, 109235, 2024 | | 2024 |
Haiming YaoTsinghua UniversityEmail verificata su mails.tsinghua.edu.cn