Search Results for author: Anne-Sophie Collin

Found 2 papers, 2 papers with code

Self-supervised vision-langage alignment of deep learning representations for bone X-rays analysis

1 code implementation14 May 2024 Alexandre Englebert, Anne-Sophie Collin, Olivier Cornu, Christophe De Vleeschouwer

This paper proposes leveraging vision-language pretraining on bone X-rays paired with French reports to address downstream tasks of interest on bone radiography.

Anomaly Detection

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

1 code implementation29 Aug 2020 Anne-Sophie Collin, Christophe De Vleeschouwer

In industrial vision, the anomaly detection problem can be addressed with an autoencoder trained to map an arbitrary image, i. e. with or without any defect, to a clean image, i. e. without any defect.

Anomaly Detection

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