Hao Ni
- Learning from the past, predicting the statistics for the future, learning an evolving system
2013/09/01 by Daniel Levin, Levin, Daniel, Terry Lyons +3 · 16 citations
Computer Science · Physics and Astronomy · #FOS: Economics and business #Gaussian Processes and Bayesian Inference #Statistical Finance (q-fin.ST) #Statistical Mechanics and Entropy #Time Series Analysis and Forecasting
- Developing the Path Signature Methodology and its Application to Landmark-based Human Action Recognition
2017/07/13 by Weixin Yang, Terry Lyons, Yang, Weixin +7 · 7 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- Cascading Bandits for Large-Scale Recommendation Problems
2016/03/17 by Shi Zong, Hao Ni, Zong, Shi +9 · 6 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Recommender Systems and Techniques
- Conditional Sig-Wasserstein GANs for Time Series Generation
2020/06/09 by Shujian Liao, Hao Ni, Liao, Shujian +8 · 6 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Part-Aware Transformer for Generalizable Person Re-identification
2023/08/07 by Hao Ni, Ni, Hao, Yuke Li +6 · 7 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #IoT and GPS-based Vehicle Safety Systems #Video Surveillance and Tracking Methods
- Logsig-RNN: a novel network for robust and efficient skeleton-based action recognition
2021/10/25 by Shujian Liao, Liao, Shujian, Terry Lyons +7 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Video Analysis and Summarization
- Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention
2020/02/02 by Guang Yang, Yang, Guang, Jun Chen +29 · 1 citation
Medicine · #Cardiac Valve Diseases and Treatments #Cardiac Imaging and Diagnostics #Advanced MRI Techniques and Applications
- MotionPCM: Real-Time Motion Synthesis with Phased Consistency Model
2025/01/31 by Lei Jiang, Jiang, Lei, Wei Ye +3 · 3 citations
Engineering · Computer Science · #Human Motion and Animation #Robotic Mechanisms and Dynamics #Advanced Vision and Imaging
- NODE-ImgNet: a PDE-informed effective and robust model for image denoising
2023/05/18 by Xinheng Xie, Xie, Xinheng, Yue Wu +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Model Reduction and Neural Networks #electronic engineering #information engineering
- Restricted Path Characteristic Function Determines the Law of Stochastic Processes
2024/04/29 by Siran Li, Li, Siran, Zijiu Lyu +5 · 1 citation
Computer Science · #Image and Object Detection Techniques
- MCGAN: Enhancing GAN Training with Regression-Based Generator Loss
2024/05/27 by Baoren Xiao, Hao Ni, Xiao, Baoren +3 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Probability (math.PR) #Speech Recognition and Synthesis
- Sigma: Differential Rescaling of Query, Key and Value for Efficient Language Models
2025/01/23 by Lin, Zhenghao, Xiao Liu, Tang, Zihao +62 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies