| KalmanNet: Neural Network Aided Kalman Filtering for Partially Known Dynamics G Revach, N Shlezinger, X Ni, AL Escoriza, RJG Van Sloun, YC Eldar IEEE Transactions on Signal Processing 70, 1532-1547, 2022 | 165 | 2022 |
| KalmanNet: Data-Driven Kalman Filtering G Revach, N Shlezinger, RJG Van Sloun, YC Eldar ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 34 | 2021 |
| Deep Augmented MUSIC Algorithm for Data-Driven DoA Estimation J Merkofer, G Revach, N Shlezinger, RJG van Sloun ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 21 | 2022 |
| Unsupervised Learned Kalman Filtering G Revach, N Shlezinger, T Locher, X Ni, RJG van Sloun, YC Eldar In 2022 30th European Signal Processing Conference (EUSIPCO), 2021 | 20 | 2021 |
| Uncertainty in Data-Driven Kalman Filtering for Partially Known State-Space Models I Klein, G Revach, N Shlezinger, JE Mehr, RJG van Sloun, YC Eldar ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2021 | 13 | 2021 |
| Data-Driven Kalman-Based Velocity Estimation for Autonomous Racing AL Escoriza, G Revach, N Shlezinger, RJG van Sloun 2021 IEEE International Conference on Autonomous Systems (ICAS), 2021 | 13 | 2021 |
| RTSNet: Deep Learning Aided Kalman Smoothing X Ni, G Revach, N Shlezinger, RJG van Sloun, YC Eldar ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2021 | 10 | 2021 |
| Deep Root MUSIC Algorithm for Data-Driven DoA Estimation DH Shmuel, JP Merkofer, G Revach, RJG van Sloun, N Shlezinger ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2022 | 9 | 2022 |
| DA-MUSIC: Data-driven DoA estimation via deep augmented MUSIC algorithm JP Merkofer, G Revach, N Shlezinger, T Routtenberg, RJG van Sloun IEEE Transactions on Vehicular Technology, 2023 | 8 | 2023 |
| Planning for Cooperative Multiple Agents with Sparse Interaction Constraints G Revach, N Greshler, N Shimkin The 30th International Conference on Automated Planning and Scheduling …, 2020 | 6 | 2020 |
| Subspacenet: Deep learning-aided subspace methods for doa estimation DH Shmuel, JP Merkofer, G Revach, RJG van Sloun, N Shlezinger arXiv preprint arXiv:2306.02271, 2023 | 5 | 2023 |
| Latent-KalmanNet: Learned Kalman filtering for tracking from high-dimensional signals I Buchnik, G Revach, D Steger, RJG Van Sloun, T Routtenberg, ... IEEE Transactions on Signal Processing, 2023 | 4 | 2023 |
| Hierarchical filtering with online learned priors for ECG denoising T Locher, G Revach, N Shlezinger, RJG Van Sloun, R Vullings ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 3 | 2023 |
| Anomaly Search over Discrete Composite Hypotheses in Hierarchical Statistical Models T Gafni, B Wolff, G Revach, N Shlezinger, K Cohen IEEE Transactions on Signal Processing 71, 202-217, 2023 | 3 | 2023 |
| Composite Anomaly Detection via Hierarchical Dynamic Search B Wolff, T Gafni, G Revach, N Shlezinger, K Cohen 2022 IEEE International Symposium on Information Theory (ISIT), 2022 | 3 | 2022 |
| RTSNet: Learning to Smooth in Partially Known State-Space Models G Revach, X Ni, N Shlezinger, RJG Van Sloun, YC Eldar IEEE Transactions on Signal Processing 71, 4441-4456, 2023 | 2 | 2023 |
| KalmabBOT: KalmanNet-Aided Bollinger Bands for Pairs Trading H Deng, G Revach, H Morgenstern, N Shlezinger ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 2 | 2023 |
| LQGNet: Hybrid Model-Based and Data-Driven Linear Quadratic Stochastic Control SG Casspi, O Hüsser, G Revach, N Shlezinger ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 1 | 2023 |
| Learned Kalman Filtering in Latent Space with High-Dimensional Data I Buchnik, D Steger, G Revach, RJG van Sloun, T Routtenberg, ... ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2022 | 1 | 2022 |
| Outlier-Insensitive Kalman Filtering Using NUV Priors S Truzman, G Revach, N Shlezinger, I Klein ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2022 | 1 | 2022 |
Nir ShlezingerBen-Gurion University of the NegevVerified email at post.bgu.ac.il
