10 citations · 10 across the 8 of their papers we have counts for
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eess.SP2025
Latent-space metrics for Complex-Valued VAE out-of-distribution detection under radar clutter
Y. A. Rouzoumka, E. Terreaux, C. Morisseau +2
We investigate complex-valued Variational AutoEncoders (CVAE) for radar Out-Of-Distribution (OOD) detection in complex radar environments. We proposed several detection metrics: th…
cs.LG2025
Out-of-Distribution Radar Detection in Compound Clutter and Thermal Noise through Variational Autoencoders
Y A Rouzoumka, E Terreaux, C Morisseau +2
This paper presents a novel approach to radar target detection using Variational AutoEncoders (VAEs). Known for their ability to learn complex distributions and identify out-ofdist…