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Jose Dolz

脡cole de Technologie Sup茅rieure, Montreal, Canada

Deep Interpretable Classification and Weakly-Supervised Segmentation of Histology Images via Max-Min Uncertainty

Nov 14, 2020
Soufiane Belharbi, J茅r么me Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger

* 15 pages, 5 figures, under review 

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Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation

Jul 20, 2020
Le Thanh Nguyen-Meidine, Atif Bela, Madhu Kiran, Jose Dolz, Louis-Antoine Blais-Morin, Eric Granger

* Submitted to WACV-2021 

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Laplacian Regularized Few-Shot Learning

Jun 28, 2020
Imtiaz Masud Ziko, Jose Dolz, Eric Granger, Ismail Ben Ayed

* ICML 2020 paper 

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Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation

May 16, 2020
Le Thanh Nguyen-Meidine, Eric Granger, Madhu Kiran, Jose Dolz, Louis-Antoine Blais-Morin

* Accepted to WCCI/IJCNN 2020 

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Source-Relaxed Domain Adaptation for Image Segmentation

May 07, 2020
Mathilde Bateson, Hoel Kervadec, Jose Dolz, Herve Lombaert, Ismail Ben Ayed


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Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision

Apr 14, 2020
Hoel Kervadec, Jose Dolz, Shanshan Wang, Eric Granger, Ismail Ben Ayed

* Full paper, accepted for presentation at MIDL2020 

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Semi-supervised few-shot learning for medical image segmentation

Apr 09, 2020
Abdur R Feyjie, Reza Azad, Marco Pedersoli, Claude Kauffman, Ismail Ben Ayed, Jose Dolz


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Manifold-driven Attention Maps for Weakly Supervised Segmentation

Apr 07, 2020
Sukesh Adiga V, Jose Dolz, Herve Lombaert

* Paper is submitted to MICCAI2020 

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On the Texture Bias for Few-Shot CNN Segmentation

Mar 09, 2020
Reza Azad, Abdur R Fayjie, Claude Kauffman, Ismail Ben Ayed, Marco Pedersoli, Jose Dolz


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Deep weakly-supervised learning methods for classification and localization in histology images: a survey

Sep 26, 2019
J茅r么me Rony, Soufiane Belharbi, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger

* 37 pages, 21 figures 

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Privacy-Net: An Adversarial Approach For Identity-obfuscated Segmentation

Sep 09, 2019
Bach Ngoc Kim, Christian Desrosiers, Jose Dolz, Pierre-Marc Jodoin


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Weakly Supervised Localization using Min-Max Entropy: an Interpretable Framework

Aug 31, 2019
Soufiane Belharbi, J茅r么me Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger

* 28 pages, 15 figures 

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Revisiting CycleGAN for semi-supervised segmentation

Aug 30, 2019
Arnab Kumar Mondal, Aniket Agarwal, Jose Dolz, Christian Desrosiers


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Discretely-constrained deep network for weakly supervised segmentation

Aug 15, 2019
Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers


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Weakly Supervised Object Localization using Min-Max Entropy: an Interpretable Framework

Aug 12, 2019
Soufiane Belharbi, J茅r么me Rony, Jose Dolz, Ismail Ben Ayed, Luke McCaffrey, Eric Granger

* 28 pages, 15 figures 

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Constrained domain adaptation for segmentation

Aug 08, 2019
Mathilde Bateson, Jose Dolz, Hoel Kervadec, Herv茅 Lombaert, Ismail Ben Ayed

* Accepted at MICCAI 2019 

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Multi-scale guided attention for medical image segmentation

Jun 07, 2019
Ashish Sinha, Jose Dolz


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Curriculum semi-supervised segmentation

Apr 10, 2019
Hoel Kervadec, Jose Dolz, Eric Granger, Ismail Ben Ayed


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Log-barrier constrained CNNs

Apr 09, 2019
Hoel Kervadec, Jose Dolz, Jing Yuan, Christian Desrosiers, Eric Granger, Ismail Ben Ayed


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On Direct Distribution Matching for Adapting Segmentation Networks

Apr 04, 2019
Georg Pichler, Jose Dolz, Ismail Ben Ayed, Pablo Piantanida


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Boundary loss for highly unbalanced segmentation

Dec 17, 2018
Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, 脡ric Granger, Jose Dolz, Ismail Ben Ayed

* Submitted to MIDL 2019 

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IVD-Net: Intervertebral disc localization and segmentation in MRI with a multi-modal UNet

Nov 19, 2018
Jose Dolz, Christian Desrosiers, Ismail Ben Ayed

* Manuscript submitted to the Proceedings of the MICCAI 2018 IVD Challenge. arXiv admin note: text overlap with arXiv:1810.07003 

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Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning

Oct 29, 2018
Arnab Kumar Mondal, Jose Dolz, Christian Desrosiers

* submitted to Medical Image Analysis for review 

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Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in Multiple Image Modalities

Oct 16, 2018
Jose Dolz, Ismail Ben Ayed, Christian Desrosiers

* Submitted to the MICCAI BrainLes proceedings 

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Multi-region segmentation of bladder cancer structures in MRI with progressive dilated convolutional networks

Aug 09, 2018
Jose Dolz, Xiaopan Xu, Jerome Rony, Jing Yuan, Yang Liu, Eric Granger, Christian Desrosiers, Xi Zhang, Ismail Ben Ayed, Hongbing Lu


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An Attention Model for group-level emotion recognition

Jul 09, 2018
Aarush Gupta, Dakshit Agrawal, Hardik Chauhan, Jose Dolz, Marco Pedersoli

* 5 pages, 3 figures, 2 tables 

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