Search Results for author: Frederic Barbaresco

Found 3 papers, 0 papers with code

Sliding Window Neural Generated Tracking Based on Measurement Model

no code implementations10 Jun 2023 Haya Ejjawi, Amal El Fallah Seghrouchni, Frederic Barbaresco, Raed Abu Zitar

In the pursuit of further advancement in the field of target tracking, this paper explores the efficacy of a feedforward neural network in predicting drones tracks, aiming to eventually, compare the tracks created by the well-known Kalman filter and the ones created by our proposed neural network.

Model Selection

Riemannian batch normalization for SPD neural networks

no code implementations NeurIPS 2019 Daniel Brooks, Olivier Schwander, Frederic Barbaresco, Jean-Yves Schneider, Matthieu Cord

Covariance matrices have attracted attention for machine learning applications due to their capacity to capture interesting structure in the data.

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