Complex-Valued Variational Autoencoders for Radar Detection in Joint Compound Gaussian Clutter and Thermal Noise. - Yadang Alexis Rouzoumka; Eugénie Terreaux; Christèle Morisseau; Jean Philippe Ovarlez; Chengfang Ren (EUSIPCO, 2025)

Out-of-Distribution Radar Detection in Compound Clutter and Thermal Noise through Variational Autoencoders. - Yadang Alexis Rouzoumka; Eugénie Terreaux; Christèle Morisseau; Jean Philippe Ovarlez; Chengfang Ren (ICASSP, 2025)

Latent-space metrics for Complex-Valued VAE out-of-distribution detection under radar clutter. - Yadang Alexis Rouzoumka; Eugénie Terreaux; Christèle Morisseau; Jean Philippe Ovarlez; Chenfang Ren (CoRR, 2025)

Out-of-Distribution Radar Detection with Complex VAEs: Theory, Whitening, and ANMF Fusion. - Yadang Alexis Rouzoumka; Jean Pinsolle; Eugénie Terreaux; Christèle Morisseau; Jean Philippe Ovarlez; Chengfang Ren (CoRR, 2026)

GEPC: Group-Equivariant Posterior Consistency for Out-of-Distribution Detection in Diffusion Models. - Yadang Alexis Rouzoumka; Jean Pinsolle; Eugénie Terreaux; Christèle Morisseau; Jean Philippe Ovarlez; Chengfang Ren (CoRR, 2026)

Support Vector Data Description for Radar Target Detection. - Jean Pinsolle; Yadang Alexis Rouzoumka; Chengfang Ren; Christèle Morisseau; Jean Philippe Ovarlez (CoRR, 2026)

Backbone-Equated Diffusion OOD via Sparse Internal Snapshots. - Yadang Alexis Rouzoumka; Jean Pinsolle; Eugénie Terreaux; Christèle Morisseau; Jean Philippe Ovarlez; Chengfang Ren (CoRR, 2026)