Improved anomaly detection by training an autoencoder with skip connections on images corrupted with Stain-shaped noise. - Anne-Sophie Collin; Christophe De Vleeschouwer (ICPR, 2020)

Don't skip the skips: autoencoder skip connections improve latent representation discrepancy for anomaly detection. - Anne-Sophie Collin; Cyril de Bodt; Dounia Mulders; Christophe De Vleeschouwer (ESANN, 2023)

Self-supervised vision-langage alignment of deep learning representations for bone X-rays analysis. - Alexandre Englebert; Anne-Sophie Collin; Olivier Cornu; Christophe De Vleeschouwer (CoRR, 2024)