Search Results for author: Itay Buchnik

Found 2 papers, 1 papers with code

GSP-KalmanNet: Tracking Graph Signals via Neural-Aided Kalman Filtering

no code implementations28 Nov 2023 Itay Buchnik, Guy Sagi, Nimrod Leinwand, Yuval Loya, Nir Shlezinger, Tirza Routtenberg

Dynamic systems of graph signals are encountered in various applications, including social networks, power grids, and transportation.

Latent-KalmanNet: Learned Kalman Filtering for Tracking from High-Dimensional Signals

1 code implementation16 Apr 2023 Itay Buchnik, Damiano Steger, Guy Revach, Ruud J. G. van Sloun, Tirza Routtenberg, Nir Shlezinger

In this work, we study tracking from high-dimensional measurements under complex settings using a hybrid model-based/data-driven approach.

Vocal Bursts Intensity Prediction

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