vix.ing · top · new · best · stats · spec

Ma, Zheng

  1. How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites
    2024/04/25 by Zhe Chen, Chen, Zhe, Weiyun Wang +59 · 168 citations
    Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Reservoir Engineering and Simulation Methods
  2. Phase diagram for two-layer ReLU neural networks at infinite-width limit
    2020/07/15 by Tao Luo, Zhi‐Qin John Xu, Luo, Tao +5 · 11 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
  3. Theory of the Frequency Principle for General Deep Neural Networks
    2019/06/21 by Luo, Tao, Ma, Zheng, Xu, Zhi-Qin John +1 · 7 citations
    #68Q32 #68T01 #FOS: Computer and information sciences #FOS: Mathematics #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
  4. Learning Lightweight Lane Detection CNNs by Self Attention Distillation
    2019/08/02 by Yuenan Hou, Zheng Ma, Hou, Yuenan +5 · 6 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era
    2025/03/16 by Cheng, Kanzhi, Song, Wenpo, Fan, Jiaxin +7 · 16 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. Explicitizing an Implicit Bias of the Frequency Principle in Two-layer Neural Networks
    2019/05/24 by Yaoyu Zhang, Zhi‐Qin John Xu, Zhang, Yaoyu +5 · 5 citations
    Computer Science · Physics and Astronomy · #68Q32 #68T01 #FOS: Computer and information sciences #Face and Expression Recognition #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
  7. OpenCalib: A Multi-sensor Calibration Toolbox for Autonomous Driving
    2022/05/27 by Guohang Yan, Liu Zhuochun, Yan, Guohang +23 · 4 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  8. Asymptotic-Preserving Neural Networks for Multiscale Time-Dependent Linear Transport Equations
    2021/11/04 by Shi Jin, Jin, Shi, Zheng Ma +3 · 4 citations
    Physics and Astronomy · Computer Science · Engineering · #Model Reduction and Neural Networks #Advanced Mathematical Modeling in Engineering #Advanced Numerical Methods in Computational Mathematics
  9. Asymptotic-Preserving Neural Networks for Multiscale Kinetic Equations
    2023/06/27 by Jin, Shi, Ma, Zheng, Wu, Keke · 4 citations
    #FOS: Mathematics #Numerical Analysis (math.NA)
  10. On the exact computation of linear frequency principle dynamics and its generalization
    2020/10/15 by Luo, Tao, Ma, Zheng, Xu, Zhi-Qin John +1 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. A type of generalization error induced by initialization in deep neural networks
    2019/05/19 by Yaoyu Zhang, Zhi‐Qin John Xu, Zhang, Yaoyu +5 · 4 citations
    Computer Science · Physics and Astronomy · #68Q32 #68T01 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
  12. Panoptic Video Scene Graph Generation
    2023/11/28 by Yang, Jingkang, Peng, Wenxuan, Li, Xiangtai +8 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Food-500 Cap: A Fine-Grained Food Caption Benchmark for Evaluating Vision-Language Models
    2023/08/06 by Ma, Zheng, Pan, Mianzhi, Wu, Wenhan +4 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Capturing the Diffusive Behavior of the Multiscale Linear Transport Equations by Asymptotic-Preserving Convolutional DeepONets
    2023/06/28 by Keke Wu, Xiongbin Yan, Wu, Keke +5 · 2 citations
    Computer Science · Mathematics · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical methods in inverse problems
  15. Asymptotic-preserving neural networks for multiscale Vlasov-Poisson-Fokker-Planck system in the high-field regime
    2023/08/10 by Jin, Shi, Ma, Zheng, Zhang, Tian-ai · 2 citations
    #FOS: Mathematics #Numerical Analysis (math.NA)
  16. Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model
    2023/08/02 by Kanzhi Cheng, Wenpo Song, Cheng, Kanzhi +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Topic Modeling
  17. Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks
    2018/11/07 by Yuenan Hou, Hou, Yuenan, Zheng Ma +5 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  18. Recent development in kinetic theory of granular materials: analysis and numerical methods
    2020/01/30 by José A. Carrillo, Carrillo, Jose Antonio, J. Y. Hu +5 · 1 citation
    Mathematics · Engineering · Materials Science · #Gas Dynamics and Kinetic Theory #Lattice Boltzmann Simulation Studies #Thermal properties of materials
  19. Decentralized Consensus Optimization Based on Parallel Random Walk
    2019/11/21 by Ye, Yu, Chen, Hao, Ma, Zheng +1 · 1 citation
    #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC)
  20. Capturing Shock Waves by Relaxation Neural Networks
    2024/04/01 by Nan Zhou, Zheng Ma, Zhou, Nan +1 · 2 citations
    Computer Science · Engineering · #35D99 #65D15 #68T07 #76L05 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA) #Seismology and Earthquake Studies #Traffic Prediction and Management Techniques
  21. An Upper Limit of Decaying Rate with Respect to Frequency in Deep Neural Network
    2021/05/25 by Tao Luo, Zheng Ma, Luo, Tao +7 · 1 citation
    Earth and Planetary Sciences · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods in inverse problems #Seismic Imaging and Inversion Techniques
  22. A Micro-Macro Decomposition-Based Asymptotic-Preserving Random Feature Method for Multiscale Radiative Transfer Equations
    2024/11/07 by Chen, Jingrun, Ma, Zheng, Wu, Keke · 3 citations
    #FOS: Mathematics #Numerical Analysis (math.NA)
  23. Unified Chinese License Plate Detection and Recognition with High Efficiency
    2022/05/07 by Yanxiang Gong, Linjie Deng, Gong, Yanxiang +13 · 1 citation
    Engineering · Computer Science · #Vehicle License Plate Recognition #Advanced Neural Network Applications
  24. Dynamic Demonstrations Controller for In-Context Learning
    2023/09/30 by Zhao, Fei, Pang, Taotian, Wu, Zhen +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. Towards Cross-domain Few-shot Graph Anomaly Detection
    2024/10/11 by Chen, Jiazhen, Fu, Sichao, Zhang, Zhibin +4 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. Semi-supervised Anomaly Detection with Extremely Limited Labels in Dynamic Graphs
    2025/01/25 by Jiazhen Chen, Sichao Fu, Chen, Jiazhen +9 · 2 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Immune Systems Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection