Zhang, Haiming
- Forging Vision Foundation Models for Autonomous Driving: Challenges, Methodologies, and Opportunities
2024/01/16 by Yan, Xu, Zhang, Haiming, Cai, Yingjie +13 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Beyond 3D Siamese Tracking: A Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds
2022/03/03 by Chaoda Zheng, Zheng, Chaoda, Yan Xu +11 · 3 citations
Computer Science · #Advanced Neural Network Applications #Face recognition and analysis #Video Surveillance and Tracking Methods
- An Effective Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds
2023/03/21 by Zheng, Chaoda, Yan, Xu, Zhang, Haiming +4 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- OpsEval: A Comprehensive IT Operations Benchmark Suite for Large Language Models
2023/10/11 by Yuhe Liu, Liu, Yuhe, Changhua Pei +27 · 4 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Software Engineering Research #Topic Modeling
- TimeSeriesBench: An Industrial-Grade Benchmark for Time Series Anomaly Detection Models
2024/02/16 by Si, Haotian, Li, Jianhui, Pei, Changhua +9 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective
2024/02/05 by Zexin Wang, Wang, Zexin, Changhua Pei +21 · 4 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- VisionPAD: A Vision-Centric Pre-training Paradigm for Autonomous Driving
2024/11/22 by Haiming Zhang, Wending Zhou, Zhang, Haiming +17 · 5 citations
Computer Science · #Robotic Path Planning Algorithms
- An Efficient Occupancy World Model via Decoupled Dynamic Flow and Image-assisted Training
2024/12/18 by Haiming Zhang, Ying Xue, Zhang, Haiming +15 · 4 citations
Computer Science · Engineering · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Traffic Prediction and Management Techniques #Video Surveillance and Tracking Methods
- KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks
2024/11/01 by Quan Zhou, Changhua Pei, Zhou, Quan +14 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- RadOcc: Learning Cross-Modality Occupancy Knowledge through Rendering Assisted Distillation
2023/12/19 by Zhang, Haiming, Yan, Xu, Bai, Dongfeng +5 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- SR-OOD: Out-of-Distribution Detection via Sample Repairing
2023/05/26 by Sun, Rui, Zhang, Andi, Zhang, Haiming +5 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Beyond Sharing: Conflict-Aware Multivariate Time Series Anomaly Detection
2023/08/17 by Haotian Si, Si, Haotian, Changhua Pei +17 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection #Software System Performance and Reliability