Taiki Miyagawa

1. Toward Equation of Motion for Deep Neural Networks: Continuous-time Gradient Descent and Discretization Error Analysis
   2022/10/28 by Taiki Miyagawa, Miyagawa, Taiki · 2 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
2. The Power of Log-Sum-Exp: Sequential Density Ratio Matrix Estimation for Speed-Accuracy Optimization
   2021/05/28 by Taiki Miyagawa, Akinori F. Ebihara, Miyagawa, Taiki +1 · 1 citation
   Computer Science · Neuroscience · #Anomaly Detection Techniques and Applications #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
3. Multi-Object Tracking as Attention Mechanism
   2023/07/12 by Hiroshi Fukui, Fukui, Hiroshi, Taiki Miyagawa +3 · 1 citation
   Computer Science · Engineering · #Advanced Chemical Sensor Technologies #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
4. Physics-informed Neural Networks for Functional Differential Equations: Cylindrical Approximation and Its Convergence Guarantees
   2024/10/23 by Taiki Miyagawa, Takeru Yokota, Miyagawa, Taiki +1 · 1 citation
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Numerical Analysis (math.NA)
5. Federated Source-free Domain Adaptation for Classification: Weighted Cluster Aggregation for Unlabeled Data
   2024/12/18 by Junki Mori, Mori, Junki, K. Kihara +9 · 2 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification