Zheng Ma
- 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 · 163 citations
Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Reservoir Engineering and Simulation Methods
- 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
- Learning Lightweight Lane Detection CNNs by Self Attention Distillation
2019/08/02 by Yuenan Hou, Zheng Ma, Hou, Yuenan +5 · 5 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
- 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
- Asymptotic-Preserving Neural Networks for Multiscale Time-Dependent Linear Transport Equations
2021/11/04 by Shi Jin, Zheng Ma, Jin, Shi +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
- OpenCalib: A Multi-sensor Calibration Toolbox for Autonomous Driving
2022/05/27 by Guohang Yan, Yan, Guohang, Liu Zhuochun +23 · 3 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
- A type of generalization error induced by initialization in deep neural networks
2019/05/19 by Yaoyu Zhang, Zhang, Yaoyu, Zhi‐Qin John Xu +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
- Capturing the Diffusive Behavior of the Multiscale Linear Transport Equations by Asymptotic-Preserving Convolutional DeepONets
2023/06/28 by Keke Wu, Wu, Keke, Xiongbin Yan +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
- Beyond Generic: Enhancing Image Captioning with Real-World Knowledge using Vision-Language Pre-Training Model
2023/08/02 by Kanzhi Cheng, Cheng, Kanzhi, Wenpo Song +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
- Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks
2018/11/07 by Yuenan Hou, Zheng Ma, Hou, Yuenan +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
- Recent development in kinetic theory of granular materials: analysis and numerical methods
2020/01/30 by José A. Carrillo, J. Y. Hu, Carrillo, Jose Antonio +5 · 1 citation
Mathematics · Engineering · Materials Science · #Gas Dynamics and Kinetic Theory #Lattice Boltzmann Simulation Studies #Thermal properties of materials
- Capturing Shock Waves by Relaxation Neural Networks
2024/04/01 by Nan Zhou, Zhou, Nan, Zheng Ma +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
- 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
- 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
- Double salt-template strategy for the growth of N, S-codoped graphitic carbon nanoframes on the graphene toward high-performance electromagnetic wave absorption
2022/11/01 by Wenxu Zhong, Bei Li, Zheng Ma +4 · 2 citations
Materials Science · Engineering · #Electromagnetic wave absorption materials #Advanced Antenna and Metasurface Technologies #Metamaterials and Metasurfaces Applications
- Semi-supervised Anomaly Detection with Extremely Limited Labels in Dynamic Graphs
2025/01/25 by Jiazhen Chen, Chen, Jiazhen, Sichao Fu +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
- PhotoIFU: NIRCam as a Photometric Integral Field Unit for Mapping Feedback in Galaxies
2026/07/25 by Yongda Zhu, Marcia J. Rieke, Courtney Carreira +25
#astro-ph.GA
- A quasar hatching from a buried red phase at z = 3.7
2026/07/25 by Zheng Ma, Yongda Zhu, Zhiyuan Ji +21
#astro-ph.GA
- Analytic Distribution of Classifier-Free Guidance for Schedule Design
2026/07/22 by Enze Jiang, Zheng Ma
#cs.LG #cs.CV
- An (in)complete NIRSpec census of Balmer absorption in Type 1 AGN -- radiation-driven outflows in little red dots, quasars and variable stars
2026/07/21 by Ignas Juodžbalis, Xihan Ji, Francesco D'Eugenio +17
#astro-ph.GA