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Harmonizing Flows: Unsupervised MR harmonization based on normalizing flows


Jan 27, 2023
Farzad Beizaee, Christian Desrosiers, Gregory A. Lodygensky, Jose Dolz

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* 10 pages 

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Mutual Information-based Generalized Category Discovery


Dec 01, 2022
Florent Chiaroni, Jose Dolz, Ziko Imtiaz Masud, Amar Mitiche, Ismail Ben Ayed

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Class Adaptive Network Calibration


Nov 28, 2022
Bingyuan Liu, J茅r么me Rony, Adrian Galdran, Jose Dolz, Ismail Ben Ayed

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* Code: https://github.com/by-liu/CALS 

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A Strong Baseline for Generalized Few-Shot Semantic Segmentation


Nov 25, 2022
Sina Hajimiri, Malik Boudiaf, Ismail Ben Ayed, Jose Dolz

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* 13 pages, 4 figures 

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Calibrating Segmentation Networks with Margin-based Label Smoothing


Sep 09, 2022
Balamurali Murugesan, Bingyuan Liu, Adrian Galdran, Ismail Ben Ayed, Jose Dolz

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* Under review. The code is available at https://github.com/Bala93/MarginLoss. arXiv admin note: substantial text overlap with arXiv:2111.15430 

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Attention-based Dynamic Subspace Learners for Medical Image Analysis


Jun 18, 2022
Sukesh Adiga V, Jose Dolz, Herve Lombaert

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Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images


May 12, 2022
Soufiane Belharbi, J茅r么me Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger

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* 4 pages, 4 figures 

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Leveraging Labeling Representations in Uncertainty-based Semi-supervised Segmentation


Mar 10, 2022
Sukesh Adiga V, Jose Dolz, Herve Lombaert

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On the pitfalls of entropy-based uncertainty for multi-class semi-supervised segmentation


Mar 07, 2022
Martin Van Waerebeke, Gregory Lodygensky, Jose Dolz

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Constrained unsupervised anomaly segmentation


Mar 03, 2022
Julio Silva-Rodr铆guez, Valery Naranjo, Jose Dolz

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* arXiv admin note: substantial text overlap with arXiv:2109.00482 

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