Guy Revach
- KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics
2022/01/01 by Guy Revach, Nir Shlezinger, Xiaoyong Ni +4 · 25 citations
Computer Science · #Target Tracking and Data Fusion in Sensor Networks #Neural Networks and Applications #Time Series Analysis and Forecasting
- DA-MUSIC: Data-Driven DoA Estimation via Deep Augmented MUSIC Algorithm
2023/09/28 by Julian P. Merkofer, Guy Revach, Nir Shlezinger +2 · 13 citations
Computer Science · Earth and Planetary Sciences · #Speech and Audio Processing #Direction-of-Arrival Estimation Techniques #Underwater Acoustics Research
- Latent-KalmanNet: Learned Kalman Filtering for Tracking from High-Dimensional Signals
2023/04/16 by Itay Buchnik, Damiano Steger, Buchnik, Itay +9 · 8 citations
Computer Science · #FOS: Electrical engineering #Signal Processing (eess.SP) #Target Tracking and Data Fusion in Sensor Networks #Time Series Analysis and Forecasting #electronic engineering #information engineering
- Latent-KalmanNet: Learned Kalman Filtering for Tracking From High-Dimensional Signals
2023/12/22 by Itay Buchnik, Guy Revach, Damiano Steger +3 · 6 citations
Computer Science · #Target Tracking and Data Fusion in Sensor Networks #Time Series Analysis and Forecasting #Video Surveillance and Tracking Methods
- Adaptive KalmanNet: Data-Driven Kalman Filter with Fast Adaptation
2023/09/13 by Xiaoyong Ni, Guy Revach, Ni, Xiaoyong +3 · 5 citations
Computer Science · Earth and Planetary Sciences · #Target Tracking and Data Fusion in Sensor Networks #Underwater Acoustics Research #Neural Networks and Applications
- SubspaceNet: Deep Learning-Aided Subspace Methods for DoA Estimation
2023/06/04 by Dor H. Shmuel, Shmuel, Dor H., Julian P. Merkofer +7 · 3 citations
Computer Science · Engineering · #Direction-of-Arrival Estimation Techniques #Speech and Audio Processing #Structural Health Monitoring Techniques
- AI-Aided Kalman Filters
2024/10/16 by Nir Shlezinger, Guy Revach, Shlezinger, Nir +17 · 2 citations
Computer Science · Engineering · #Target Tracking and Data Fusion in Sensor Networks #Inertial Sensor and Navigation