+ Papers in refereed conference proceedings
«Mixup-privacy: A simple yet\xa0effective approach for\xa0privacy-preserving segmentation»Kim, Bach Ngoc, Dolz, Jose, Jodoin, Pierre-Marc and Desrosiers, Christian.” |
«Harmonizing flows: Unsupervised MR harmonization based on\xa0normalizing flows»Beizaee, Farzad, Desrosiers, Christian, Lodygensky, Gregory A. and Dolz, Jose.” |
«Constrained deep networks: Lagrangian optimization via Log-barrier extensions»Kervadec, H., Dolz, J., Yuan, J., Desrosiers, C., Granger, E. and Ben Ayed, I..” |
«The devil is in the margin: Margin-based label smoothing for network calibration»Liu, Bingyuan, Ben Ayed, Ismail, Galdran, Adrian and Dolz, Jose.” |
«Leveraging labeling representations in\xa0uncertainty-based semi-supervised segmentation»Adiga Vasudeva, Sukesh, Dolz, Jose and Lombaert, Herve.” |
«On the texture bias for few-shot CNN segmentation»Reza Azad, Abdur R.Fayjie, Claude Kauffmann, Ismail Ben Ayed, Marco Pedersoli, Jose Dolz” |
«Few-shot segmentation without meta-learning: A good transductive inference is all you need?»Malik Boudiaf, Hoel Kervadec, Ziko Imtiaz Masud, Pablo Piantanida, Ismail Ben Ayed, Jose Dolz” |
«Teach me to segment with mixed supervision: Confident students become masters»Jose Dolz, Christian Desrosiers, Ismail Ben Ayed” |
«A self-training framework for glaucoma grading in OCT B-scans»Gabriel Garcia, Adrian Colomer, Rafael Verdu-Monedero, Jose Dolz, Valery Naranjo” |
«Beyond pixel-wise supervision: semantic segmentation with higher-order shape descriptors»Hoel Kervadec, Houda Bahig, Laurent Letourneau-Guillon, Jose Dolz, Ismail Ben Ayed” |
«Orthogonal ensemble networks for biomedical image segmentation»Agostina J.Larrazabal, César Martínez, Jose Dolz, Enzo Ferrante” |
«Unsupervised multi-target domain adaptation through knowledge distillation»L.T. Nguyen-Meidine, A. Belal, M. Kiran, J. Dolz, L. A. Blais-Morin, E. Granger” |
«Source-relaxed domain adaptation for image segmentation»Mathilde Bateson, Hoel Kervadec, José Dolz, Hervé Lombaert, Ismail Ben Ayed” |
«Transductive information maximization for few-shot learning»Malik Boudiaf, Ziko Imtiaz Masud, Jérôme Rony, Jose Dolz, Pablo Piantanida, Ismail Ben Ayed” |
«Cost-sensitive regularization for diabetic retinopathy grading from eye fundus images»Adrian Galdran, Jose Dolz, Hadi Chakor, Hervé Lombaert, Ismail Ben Ayed” |
«Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision»Hoel Kervadec, Jose Dolz, Shanshan Wang, Eric Granger, Ismail Ben Ayed” |
«Joint progressive knowledge distillation and unsupervised domain adaptation»Nguyen-Meidine Le Thanh, Eric Granger, Madhu Kiran, Jose Dolz, Louis-Antoine Blais-Morin” |
«On direct distribution matching for adapting segmentation networks»Georg Pichler, Jose Dolz, Ismail Ben Ayed, Pablo Piantanida” |
«Laplacian regularized few-shot learning»Imtiaz Masud Ziko, Jose Dolz, Eric Granger, Ismail Ben Ayed” |
«Constrained domain adaptation for segmentation»Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed” |
«Dense multi-path U-Net for ischemic stroke lesion segmentation in multiple image modalities»Jose Dolz, Ismail Ben Ayed, Christian Desrosiers” |
«IVD-Net: intervertebral disc localization and segmentation in MRI with a multi-modal UNet»Jose Dolz, Christian Desrosiers, Ismail Ben Ayed” |
«Boundary loss for highly unbalanced segmentation»Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed” |
«Curriculum semi-supervised segmentation»Hoel Kervadec, Jose Dolz, Éric Granger, Ismail Ben Ayed” |
«Isointense infant brain segmentation with a hyper-dense connected convolutional neural network»Jose Dolz, Ismail Ben Ayed, Yuan Jing, Christian Desrosiers” |
«An attention model for group-level emotion recognition»Aarush Gupta, Dakshit Agrawal, Hardik Chauhan, Jose Dolz, Marco Pedersoli” |
«Constrained-CNN losses for weakly supervised segmentation»Hoel Kervadec, Jose Dolz, Meng Tang, Éric Granger, Yuri Boykov, Ismail Ben Ayed” |
«DOPE: distributed optimization for pairwise energies»Jose Dolz, Ismail Ben Ayed, Christian Desrosiers” |
«Unbiased shape compactness for segmentation»Jose Dolz, Ismail Ben Ayed, Christian Desrosiers” |
«A fast and fully automated approach to segment optic nerves on MRI and its application to radiosurgery»J.Dolz, H. A. Leroy, N. Reyns, L. Massoptier, M. Vermandel” |
«Unsupervised Multi-Target Domain Adaptation through Knowledge Distillation»Nguyen-Meidine, Le Thanh and Bela, Atif and Kiran, Madhu and Dolz, Jose and Blais-Morin, Louis Antoine and Granger, Eric” arXiv 2020. |
«Source-relaxed domain adaptation for image segmentation»Bateson, Mathilde and Kervadec, Hoel and Dolz, Jose and Lombaert, Herve and Ayed, Ismail Ben” arXiv 2020. |
«Transductive information maximization for few-shot learning»Boudiaf, Malik and Dolz, José and Masud, Ziko Imtiaz and Piantanida, Pablo and Rony, Jérôme and Ayed, Ismail Ben” arXiv 2020. |
«Laplacian Regularized Few-Shot Learning»Ziko, Imtiaz Masud and Dolz, Jose and Granger, Eric and Ayed, Ismail Ben” arXiv 2020. |
«On the texture bias for few-shot CNN segmentation»Azad, Reza and Fayjie, Abdur R. and Kauffman, Claude and Ayed, Ismail Ben and Pedersoli, Marco and Dolz, Jose” arXiv 2020. |
«Joint progressive knowledge distillation and unsupervised domain adaptation»Meidine, Le Thanh Nguyen and Granger, Eric and Kiran, Madhu and Dolz, Jose and Morin, Louis Antoine Blais” 2020. |
«Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision»Kervadec, Hoel and Dolz, Jose and Wang, Shanshan and Granger, Eric and Ayed, Ismail Ben” arXiv 2020. |
«Manifold-driven Attention Maps for Weakly Supervised Segmentation»Adiga, Sukesh V. and Dolz, Jose and Lombaert, Herve” arXiv 2020. |
«Joint progressive knowledge distillation and unsupervised domain adaptation»Meidine, Le Thanh Nguyen and Granger, Eric and Kiran, Madhu and Dolz, Jose and Morin, Louis Antoine Blais” arXiv 2020. |
«Curriculum semi-supervised segmentation»Kervadec, H and Dolz, J and Granger, É and Ayed, I B” International Conference on łdots 2019. |
«Min-max entropy for weakly supervised pointwise localization»Belharbi, Soufiane and Rony, Jérôme and Dolz, Jose and Ben Ayed, Ismail and McCaffrey, Luke and Granger, Eric” 2019. |
«Privacy-Net: An adversarial approach for identity-obfuscated segmentation»Kim, Bach Ngoc and Dolz, Jose and Jodoin, Pierre Marc and Desrosiers, Christian” arXiv 2019. |
«Revisiting CycleGAN for semi-supervised segmentation»Mondal, Arnab Kumar and Agarwal, Aniket and Dolz, Jose and Desrosiers, Christian” arXiv 2019. |
«Constrained domain adaptation for segmentation»Bateson, Mathilde and Dolz, Jose and Kervadec, Hoel and Lombaert, Hervé and Ayed, Ismail Ben” arXiv 2019. |
«Deep weakly-supervised learning methods for classification and localization in histology images: A survey»Rony, Jérôme and Belharbi, Soufiane and Dolz, Jose and Ayed, Ismail Ben and McCaffrey, Luke and Granger, Eric” arXiv 2019. |
«Multi-scale guided attention for medical image segmentation»Sinha, Ashish and Dolz, Jose” arXiv 2019. |
«Discretely-constrained deep network for weakly supervised segmentation»Peng, Jizong and Kervadec, Hoel and Dolz, Jose and Ayed, Ismail Ben and Pedersoli, Marco and Desrosiers, Christian” arXiv 2019. |
«On direct distribution matching for adapting segmentation networks»Pichler, Georg and Dolz, Jose and Ben Ayed, Ismail and Piantanida, Pablo” arXiv 2019. |
«Privacy-Net: An adversarial approach for identity-obfuscated segmentation»Kim, Bach Ngoc and Dolz, Jose and Jodoin, Pierre Marc and Desrosiers, Christian” arXiv 2019. |
«Multi-scale guided attention for medical image segmentation»Sinha, Ashish and Dolz, Jose” arXiv 2019. |
«Min-max entropy for weakly supervised pointwise localization»Belharbi, Soufiane and Rony, Jérôme and Dolz, Jose and Ben Ayed, Ismail and McCaffrey, Luke and Granger, Eric” arXiv 2019. |
«An attention model for group-level emotion recognition»Gupta, Aarush and Agrawal, Dakshit and Chauhan, Hardik and Dolz, Jose and Pedersoli, Marco” arXiv 2018. |
«Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks»Dolz, Jose and Xu, Xiaopan and Rony, Jérôme and Yuan, Jing and Liu, Yang and Granger, Eric and Desrosiers, Christian and Ayed, Ismail Ben and Lu, Hongbing” arXiv 2018. |
«HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation»Dolz, Jose and Gopinath, Karthik and Yuan, Jing and Lombaert, Herve and Desrosiers, Christian and Ayed, Ismail Ben” arXiv 2018. |
«Boundary loss for highly unbalanced segmentation»Kervadec, Hoel and Bouchtiba, Jihene and Desrosiers, Christian and Granger, Eric and Dolz, Jose and Ayed, Ismail Ben” arXiv 2018. |
«Constrained-CNN Losses for Weakly Supervised Segmentation»Kervadec, Hoel and Dolz, Jose and Tang, Meng and Granger, Eric and Boykov, Yuri and Ayed, Ismail Ben” arXiv 2018. |
«IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet»Dolz, Jose and Desrosiers, Christian and Ben Ayed, Ismail” arXiv 2018. |
«Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities»Dolz, Jose and Ayed, Ismail Ben and Desrosiers, Christian” arXiv 2018. |
«Few-shot 3D multi-modal medical image segmentation using generative adversarial learning»Mondal, Arnab Kumar and Dolz, Jose and Desrosiers, Christian” arXiv 2018. |
«DOPE: Distributed optimization for pairwise energies»Dolz, Jose and Ayed, Ismail Ben and Desrosiers, Christian” arXiv 2017. |
«Unbiased Shape Compactness for Segmentation»Dolz, Jose and Ayed, Ismail Ben and Desrosiers, Christian” arXiv 2017. |
«ISOINTENSE INFANT BRAIN SEGMENTATION with A HYPER-DENSE CONNECTED CONVOLUTIONAL NEURAL NETWORK»Dolz, Jose and Ayed, Ismail Ben and Yuan, Jing and Desrosiers, Christian” arXiv 2017. |
«A 3D fully convolutional neural network and a random walker to segment the esophagus in CT»Fechter, Tobias and Adebahr, Sonja and Baltas, Dimos and Ayed, Ismail Ben and Desrosiers, Christian and Dolz, Jose” arXiv 2017. |
«A deep learning classification scheme based on augmented-enhanced features to segment organs at risk on the optic region in brain cancer patients»Dolz, J. and Reyns, N. and Betrouni, N. and Kharroubi, D. and Quidet, M. and Massoptier, L. and Vermande, M.” arXiv 2017. |
«Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation»Dolz, Jose and Desrosiers, Christian and Wang, Li and Yuan, Jing and Shen, Dinggang and Ayed, Ismail Ben” arXiv 2017. |
