Search Results for author: Antoine Spahr

Found 2 papers, 2 papers with code

ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification

1 code implementation15 Feb 2022 Thomas Stegmüller, Behzad Bozorgtabar, Antoine Spahr, Jean-Philippe Thiran

We further introduce a novel mixing data-augmentation, namely ScoreMix, by leveraging the image's semantic distribution to guide the data mixing and produce coherent sample-label pairs.

Data Augmentation Domain Generalization +3

Self-Taught Semi-Supervised Anomaly Detection on Upper Limb X-rays

1 code implementation19 Feb 2021 Antoine Spahr, Behzad Bozorgtabar, Jean-Philippe Thiran

Detecting anomalies in musculoskeletal radiographs is of paramount importance for large-scale screening in the radiology workflow.

Self-Supervised Anomaly Detection Semi-supervised Anomaly Detection +1

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