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Axel-Jan Rousseau

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2020 – today

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2024
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  - journals/ml/GevaertRBVBS24
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Arne Gevaert, Axel-Jan Rousseau, Thijs Becker, Dirk Valkenborg, Tijl De Bie, Yvan Saeys:
Evaluating feature attribution methods in the image domain. Mach. Learn. 113(9): 6019-6064 (2024)
2022
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  - conf/icpram/StuyckRVD22
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Toon Stuyck, Axel-Jan Rousseau, Mattia Vallerio, Eric Demeester:
Semi-Supervised Cloud Detection with Weakly Labeled RGB Aerial Images using Generative Adversarial Networks. ICPRAM 2022: 630-635
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Arne Gevaert, Axel-Jan Rousseau, Thijs Becker, Dirk Valkenborg, Tijl De Bie, Yvan Saeys:
Evaluating Feature Attribution Methods in the Image Domain: Benchmark results and model parameters. Zenodo, 2022
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Arne Gevaert, Axel-Jan Rousseau, Thijs Becker, Dirk Valkenborg, Tijl De Bie, Yvan Saeys:
Evaluating Feature Attribution Methods in the Image Domain: High-Dimensional Datasets. Zenodo, 2022
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  - journals/corr/abs-2202-12270
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Arne Gevaert, Axel-Jan Rousseau, Thijs Becker, Dirk Valkenborg, Tijl De Bie, Yvan Saeys:
Evaluating Feature Attribution Methods in the Image Domain. CoRR abs/2202.12270 (2022)
2021
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  - conf/isbi/RousseauBBBV21
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Axel-Jan Rousseau, Thijs Becker, Jeroen Bertels, Matthew B. Blaschko, Dirk Valkenborg:
Post Training Uncertainty Calibration Of Deep Networks For Medical Image Segmentation. ISBI 2021: 1052-1056

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