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Anne-Sophie Collin
Anne-Sophie Collin
PhD student, UCLouvain
Verified email at uclouvain.be
Title
Cited by
Cited by
Year
Improved anomaly detection by training an autoencoder with skip connections on images corrupted with stain-shaped noise
AS Collin, C De Vleeschouwer
2020 25th International Conference on Pattern Recognition (ICPR), 7915-7922, 2021
772021
Don't skip the skips: autoencoder skip connections improve latent representation discrepancy for anomaly detection
AS Collin, C De Bodt, D Mulders, C De Vleeschouwer
ESANN proceedings 1, 1, 2023
2023
Joint Use of Skip Connections and Synthetic Corruption for Anomaly Detection with Autoencoders
AS Collin, C De Vleeschouwer
Control Charts and Machine Learning for Anomaly Detection in Manufacturing …, 2022
2022
Corruption synthétique d’image pour la détection d’anomalies à l’aide d’auto-encodeurs convolutifs
AS Collin, C De Vleeschouwer
Online proceedings of RFIAP, https://cap-rfiap2020-sciencesconf-org. proxy …, 2020
2020
" Automated lung tumor detection in fluoroscopic images for breathing motion mitigation in proton therapy
AS Collin, JA Lee, J SEABRA, R LABARBE, E STERPIN
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Articles 1–5