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2020 – today
- 2024
[j10]Zhaoge Liu
, Xiaohao Xu, Yunkang Cao, Weiming Shen:
Generative Denoise Distillation: Simple stochastic noises induce efficient knowledge transfer for dense prediction. Knowl. Based Syst. 302: 112365 (2024)- [j9]Yuhu Bai, Jiangning Zhang, Zhaofeng Chen, Yuhang Dong, Yunkang Cao, Guanzhong Tian:
Dual-path Frequency Discriminators for few-shot anomaly detection. Knowl. Based Syst. 302: 112397 (2024) - [j8]Yunkang Cao, Xiaohao Xu, Weiming Shen:
Complementary pseudo multimodal feature for point cloud anomaly detection. Pattern Recognit. 156: 110761 (2024) - [j7]Haiming Yao, Yunkang Cao, Wei Luo, Weihang Zhang, Wenyong Yu, Weiming Shen:
Prior Normality Prompt Transformer for Multiclass Industrial Image Anomaly Detection. IEEE Trans. Ind. Informatics 20(10): 11866-11876 (2024) - [j6]Qian Wan, Yunkang Cao, Liang Gao, Xinyu Li, Yiping Gao:
Deep Feature Contrasting for Industrial Image Anomaly Segmentation. IEEE Trans. Instrum. Meas. 73: 1-11 (2024) - [j5]Yunkang Cao, Xiaohao Xu, Chen Sun, Liang Gao, Weiming Shen:
BiaS: Incorporating Biased Knowledge to Boost Unsupervised Image Anomaly Localization. IEEE Trans. Syst. Man Cybern. Syst. 54(4): 2342-2353 (2024) - [c7]Yuqi Cheng, Yunkang Cao, Rui Chen, Weiming Shen:
RAD: A Comprehensive Dataset for Benchmarking the Robustness of Image Anomaly Detection. CASE 2024: 2123-2128 - [c6]Yiheng Zhang, Yunkang Cao, Tianhang Zhang, Weiming Shen:
Attention Fusion Reverse Distillation for Multi-Lighting Image Anomaly Detection. CASE 2024: 2134-2139 - [c5]Yunkang Cao, Jiangning Zhang, Luca Frittoli, Yuqi Cheng, Weiming Shen, Giacomo Boracchi:
AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection. ECCV (35) 2024: 55-72 - [i18]Zhaoge Liu, Xiaohao Xu, Yunkang Cao, Weiming Shen:
Generative Denoise Distillation: Simple Stochastic Noises Induce Efficient Knowledge Transfer for Dense Prediction. CoRR abs/2401.08332 (2024) - [i17]Yunkang Cao, Xiaohao Xu, Jiangning Zhang, Yuqi Cheng, Xiaonan Huang, Guansong Pang, Weiming Shen:
A Survey on Visual Anomaly Detection: Challenge, Approach, and Prospect. CoRR abs/2401.16402 (2024) - [i16]Yuhu Bai, Jiangning Zhang, Yuhang Dong, Guanzhong Tian, Liang Liu, Yunkang Cao, Yabiao Wang, Chengjie Wang:
Dual-path Frequency Discriminators for Few-shot Anomaly Detection. CoRR abs/2403.04151 (2024) - [i15]Xiaohao Xu, Yunkang Cao, Yongqi Chen, Weiming Shen, Xiaonan Huang:
Customizing Visual-Language Foundation Models for Multi-modal Anomaly Detection and Reasoning. CoRR abs/2403.11083 (2024) - [i14]Han Sun, Yunkang Cao, Olga Fink:
CUT: A Controllable, Universal, and Training-Free Visual Anomaly Generation Framework. CoRR abs/2406.01078 (2024) - [i13]Yiheng Zhang, Yunkang Cao, Tianhang Zhang, Weiming Shen:
Attention Fusion Reverse Distillation for Multi-Lighting Image Anomaly Detection. CoRR abs/2406.04573 (2024) - [i12]Yiheng Zhang, Yunkang Cao, Xiaohao Xu, Weiming Shen:
LogiCode: an LLM-Driven Framework for Logical Anomaly Detection. CoRR abs/2406.04687 (2024) - [i11]Yuqi Cheng, Yunkang Cao, Rui Chen, Weiming Shen:
RAD: A Comprehensive Dataset for Benchmarking the Robustness of Image Anomaly Detection. CoRR abs/2406.07176 (2024) - [i10]Haiming Yao, Wei Luo, Yunkang Cao, Yiheng Zhang, Wenyong Yu, Weiming Shen:
Global-Regularized Neighborhood Regression for Efficient Zero-Shot Texture Anomaly Detection. CoRR abs/2406.07333 (2024) - [i9]Haiming Yao, Yunkang Cao, Wei Luo, Weihang Zhang, Wenyong Yu, Weiming Shen:
Prior Normality Prompt Transformer for Multi-class Industrial Image Anomaly Detection. CoRR abs/2406.11507 (2024) - [i8]Yunkang Cao, Jiangning Zhang, Luca Frittoli, Yuqi Cheng, Weiming Shen, Giacomo Boracchi:
AdaCLIP: Adapting CLIP with Hybrid Learnable Prompts for Zero-Shot Anomaly Detection. CoRR abs/2407.15795 (2024) - [i7]Yuqi Cheng, Yunkang Cao, Guoyang Xie, Zhichao Lu, Weiming Shen:
Towards Zero-shot Point Cloud Anomaly Detection: A Multi-View Projection Framework. CoRR abs/2409.13162 (2024) - [i6]Yunkang Cao, Haiming Yao, Wei Luo, Weiming Shen:
VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive Modeling. CoRR abs/2412.17263 (2024) - 2023
- [j4]Yuxin Jiang, Yunkang Cao, Weiming Shen:
A masked reverse knowledge distillation method incorporating global and local information for image anomaly detection. Knowl. Based Syst. 280: 110982 (2023) - [j3]Yunkang Cao, Xiaohao Xu, Zhaoge Liu, Weiming Shen:
Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization. IEEE Trans. Ind. Informatics 19(11): 10674-10683 (2023) - [c4]Yunkang Cao, Yiheng Zhang, Weiming Shen:
High-Resolution Image Anomaly Detection via Spatiotemporal Consistency Incorporated Knowledge Distillation. CASE 2023: 1-6 - [i5]Yunkang Cao, Xiaohao Xu, Zhaoge Liu, Weiming Shen:
Collaborative Discrepancy Optimization for Reliable Image Anomaly Localization. CoRR abs/2302.08769 (2023) - [i4]Yunkang Cao, Xiaohao Xu, Weiming Shen:
Complementary Pseudo Multimodal Feature for Point Cloud Anomaly Detection. CoRR abs/2303.13194 (2023) - [i3]Yunkang Cao, Xiaohao Xu, Chen Sun, Yuqi Cheng, Zongwei Du, Liang Gao, Weiming Shen:
Segment Any Anomaly without Training via Hybrid Prompt Regularization. CoRR abs/2305.10724 (2023) - [i2]Yunkang Cao, Xiaohao Xu, Chen Sun, Yuqi Cheng, Liang Gao, Weiming Shen:
Winning Solution for the CVPR2023 Visual Anomaly and Novelty Detection Challenge: Multimodal Prompting for Data-centric Anomaly Detection. CoRR abs/2306.09067 (2023) - [i1]Yunkang Cao, Xiaohao Xu, Chen Sun, Xiaonan Huang, Weiming Shen:
Towards Generic Anomaly Detection and Understanding: Large-scale Visual-linguistic Model (GPT-4V) Takes the Lead. CoRR abs/2311.02782 (2023) - 2022
- [j2]Yunkang Cao, Qian Wan, Weiming Shen, Liang Gao:
Informative knowledge distillation for image anomaly segmentation. Knowl. Based Syst. 248: 108846 (2022) - [j1]Chuan Liu, Jingwei Wang, Yunkang Cao, Min Liu, Weiming Shen:
GON: End-to-end optimization framework for constraint graph optimization problems. Knowl. Based Syst. 254: 109697 (2022) - [c3]Qian Wan, Yunkang Cao, Liang Gao, Weiming Shen, Xinyu Li:
Position Encoding Enhanced Feature Mapping for Image Anomaly Detection. CASE 2022: 876-881 - [c2]Yunkang Cao, Yanan Song, Xiaohao Xu, Shuya Li, Yuhao Yu, Yifeng Zhang, Weiming Shen:
Semi-supervised Knowledge Distillation for Tiny Defect Detection. CSCWD 2022: 1010-1015 - [c1]Chuan Liu, Yunkang Cao, Chen Sun, Weiming Shen, Xinyu Li, Liang Gao:
An Outlier-Aware Method for UWB Indoor Positioning in NLoS Situations. CSCWD 2022: 1504-1509
Coauthor Index
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