Anne-Sophie Collin

According to our database, Anne-Sophie Collin authored at least 2 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2020

Improved anomaly detection by training an autoencoder with skip connections on images corrupted with Stain-shaped noise.

Anne-Sophie Collin, Christophe De Vleeschouwer

Proceedings of the 25th International Conference on Pattern Recognition, 2020