Anne-Sophie Collin

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 4

Top Topics

Network Anomaly Detection

Anomaly Detection

Anomalous Behavior

Top Venues

Publications

Alexandre Englebert, Anne-Sophie Collin, Olivier Cornu, Christophe De Vleeschouwer
Self-supervised vision-langage alignment of deep learning representations for bone X-rays analysis. CoRR (2024)
Anne-Sophie Collin, Cyril de Bodt, Dounia Mulders, Christophe De Vleeschouwer
Don't skip the skips: autoencoder skip connections improve latent representation discrepancy for anomaly detection. ESANN (2023)
Anne-Sophie Collin, Christophe De Vleeschouwer
Improved anomaly detection by training an autoencoder with skip connections on images corrupted with Stain-shaped noise. CoRR (2020)
Anne-Sophie Collin, Christophe De Vleeschouwer
Improved anomaly detection by training an autoencoder with skip connections on images corrupted with Stain-shaped noise. ICPR (2020)