Concepedia

Guy Revach

GR

15

Publications

853

Citations

13

H-Index

2021

Active since

Affiliations

Ben-Gurion University of the Negev(Current)

Eindhoven University of Technology

Weizmann Institute of Science

Princeton University

Guy Revach is an author at Ben-Gurion University of the Negev specializing in deep learning, machine learning, and engineering.

Top concepts

EngineeringDeep LearningMachine LearningComputer ScienceData ScienceSignal ProcessingState EstimationLocalizationRobot LearningSystems Engineering

Publications per year

2021–2024

15

Publications

15

KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics

Guy Revach, Nir Shlezinger, Xiaoyong Ni et al. · IEEE Transactions on Signal Processing · 2022 · 443 citations · Full text

State Estimation, Nonlinear System Identification, Recurrent Neural Network +14

DA-MUSIC: Data-Driven DoA Estimation via Deep Augmented MUSIC Algorithm

Julian P. Merkofer, Guy Revach, Nir Shlezinger et al. · IEEE Transactions on Vehicular Technology · 2023 · 74 citations · Full text

Music, Array Processing, Multiple Signals +14

SubspaceNet: Deep Learning-Aided Subspace Methods for DoA Estimation

Dor H. Shmuel, Julian P. Merkofer, Guy Revach et al. · IEEE Transactions on Vehicular Technology · 2024 · 45 citations · Full text

Kalmannet: Data-Driven Kalman Filtering

Guy Revach, Nir Shlezinger, Ruud J. G. van Sloun et al. · 2021 · 43 citations

Data-driven Kalman Filtering, Machine Learning, Engineering +17

Deep Augmented Music Algorithm for Data-Driven Doa Estimation

Julian P. Merkofer, Guy Revach, Nir Shlezinger et al. · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2022 · 42 citations

Music, Neural Architectures, Array Processing +15

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