Constrained-CNN losses for weakly supervised segmentation
Kervadec, Hoel, Dolz, Jose, Tang, Meng, Granger, Eric, Boykov, Yuri, Ben Ayed, Ismail
Published in Medical image analysis (01.05.2019)
Published in Medical image analysis (01.05.2019)
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Journal Article
Boundary loss for highly unbalanced segmentation
Kervadec, Hoel, Bouchtiba, Jihene, Desrosiers, Christian, Granger, Eric, Dolz, Jose, Ben Ayed, Ismail
Published in Medical image analysis (01.01.2021)
Published in Medical image analysis (01.01.2021)
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Journal Article
Kernel Clustering: Density Biases and Solutions
Marin, Dmitrii, Tang, Meng, Ayed, Ismail Ben, Boykov, Yuri
Published in IEEE transactions on pattern analysis and machine intelligence (01.01.2019)
Published in IEEE transactions on pattern analysis and machine intelligence (01.01.2019)
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Journal Article
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need?
Boudiaf, Malik, Kervadec, Hoel, Masud, Ziko Imtiaz, Piantanida, Pablo, Ayed, Ismail Ben, Dolz, Jose
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
Kernel Cuts: Kernel and Spectral Clustering Meet Regularization
Tang, Meng, Marin, Dmitrii, Ben Ayed, Ismail, Boykov, Yuri
Published in International journal of computer vision (01.05.2019)
Published in International journal of computer vision (01.05.2019)
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Journal Article
Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation
Dolz, Jose, Desrosiers, Christian, Wang, Li, Yuan, Jing, Shen, Dinggang, Ben Ayed, Ismail
Published in Computerized medical imaging and graphics (01.01.2020)
Published in Computerized medical imaging and graphics (01.01.2020)
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Journal Article
Parameter-free Online Test-time Adaptation
Boudiaf, Malik, Mueller, Romain, Ayed, Ismail Ben, Bertinetto, Luca
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty
Belharbi, Soufiane, Rony, Jerome, Dolz, Jose, Ayed, Ismail Ben, Mccaffrey, Luke, Granger, Eric
Published in IEEE transactions on medical imaging (01.03.2022)
Published in IEEE transactions on medical imaging (01.03.2022)
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Journal Article
State-of-the-art retinal vessel segmentation with minimalistic models
Galdran, Adrian, Anjos, André, Dolz, José, Chakor, Hadi, Lombaert, Hervé, Ayed, Ismail Ben
Published in Scientific reports (13.04.2022)
Published in Scientific reports (13.04.2022)
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Journal Article
Discretely-constrained deep network for weakly supervised segmentation
Peng, Jizong, Kervadec, Hoel, Dolz, Jose, Ben Ayed, Ismail, Pedersoli, Marco, Desrosiers, Christian
Published in Neural networks (01.10.2020)
Published in Neural networks (01.10.2020)
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Journal Article
Annotation-efficient deep learning for automatic medical image segmentation
Wang, Shanshan, Li, Cheng, Wang, Rongpin, Liu, Zaiyi, Wang, Meiyun, Tan, Hongna, Wu, Yaping, Liu, Xinfeng, Sun, Hui, Yang, Rui, Liu, Xin, Chen, Jie, Zhou, Huihui, Ben Ayed, Ismail, Zheng, Hairong
Published in Nature communications (08.10.2021)
Published in Nature communications (08.10.2021)
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Journal Article
Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge
Wang, Li, Nie, Dong, Li, Guannan, Puybareau, Elodie, Dolz, Jose, Zhang, Qian, Wang, Fan, Xia, Jing, Wu, Zhengwang, Chen, Jia-Wei, Thung, Kim-Han, Bui, Toan Duc, Shin, Jitae, Zeng, Guodong, Zheng, Guoyan, Fonov, Vladimir S., Doyle, Andrew, Xu, Yongchao, Moeskops, Pim, Pluim, Josien P. W., Desrosiers, Christian, Ayed, Ismail Ben, Sanroma, Gerard, Benkarim, Oualid M., Casamitjana, Adria, Vilaplana, Veronica, Lin, Weili, Li, Gang, Shen, Dinggang
Published in IEEE transactions on medical imaging (01.09.2019)
Published in IEEE transactions on medical imaging (01.09.2019)
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Journal Article
The Devil is in the Margin: Margin-based Label Smoothing for Network Calibration
Liu, Bingyuan, Ayed, Ismail Ben, Galdran, Adrian, Dolz, Jose
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Calibrating segmentation networks with margin-based label smoothing
Murugesan, Balamurali, Liu, Bingyuan, Galdran, Adrian, Ayed, Ismail Ben, Dolz, Jose
Published in Medical image analysis (01.07.2023)
Published in Medical image analysis (01.07.2023)
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Journal Article
3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study
Dolz, Jose, Desrosiers, Christian, Ben Ayed, Ismail
Published in NeuroImage (Orlando, Fla.) (15.04.2018)
Published in NeuroImage (Orlando, Fla.) (15.04.2018)
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Journal Article
Quantitative Identification of Nonmuscle‐Invasive and Muscle‐Invasive Bladder Carcinomas: A Multiparametric MRI Radiomics Analysis
Xu, Xiaopan, Zhang, Xi, Tian, Qiang, Wang, Huanjun, Cui, Long‐Biao, Li, Shurong, Tang, Xing, Li, Baojuan, Dolz, Jose, Ayed, Ismail ben, Liang, Zhengrong, Yuan, Jing, Du, Peng, Lu, Hongbing, Liu, Yang
Published in Journal of magnetic resonance imaging (01.05.2019)
Published in Journal of magnetic resonance imaging (01.05.2019)
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Journal Article
A Strong Baseline for Generalized Few-Shot Semantic Segmentation
Hajimiri, Sina, Boudiaf, Malik, Ayed, Ismail Ben, Dolz, Jose
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding