Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSearch dblp for Publications
export results for "Jose Dolz"
download as .bib file
@article{DBLP:journals/mia/LiuDGKA24,
author = {Bingyuan Liu and
Jose Dolz and
Adrian Galdran and
Riadh Kobbi and
Ismail Ben Ayed},
title = {Do we really need dice? The hidden region-size biases of segmentation
losses},
journal = {Medical Image Anal.},
volume = {91},
pages = {103015},
year = {2024},
url = {https://doi.org/10.1016/j.media.2023.103015},
doi = {10.1016/J.MEDIA.2023.103015},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/LiuDGKA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/VDL24,
author = {Sukesh Adiga V and
Jose Dolz and
Herve Lombaert},
title = {Anatomically-aware uncertainty for semi-supervised image segmentation},
journal = {Medical Image Anal.},
volume = {91},
pages = {103011},
year = {2024},
url = {https://doi.org/10.1016/j.media.2023.103011},
doi = {10.1016/J.MEDIA.2023.103011},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/VDL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/BellochCVALNDAP24,
author = {Jose A. Belloch and
Raul Coronado and
{\'{O}}scar Valls and
Roc{\'{\i}}o del Amor and
German Leon and
Valery Naranjo and
Manuel F. Dolz and
Adrian Amor{-}Martin and
Gema Pi{\~{n}}ero},
title = {Urban sound classification using neural networks on embedded FPGAs},
journal = {J. Supercomput.},
volume = {80},
number = {9},
pages = {13176--13186},
year = {2024},
url = {https://doi.org/10.1007/s11227-024-05947-8},
doi = {10.1007/S11227-024-05947-8},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tjs/BellochCVALNDAP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/MurugesanHBAD24,
author = {Balamurali Murugesan and
Rukhshanda Hussain and
Rajarshi Bhattacharya and
Ismail Ben Ayed and
Jose Dolz},
title = {Prompting classes: Exploring the Power of Prompt Class Learning in
Weakly Supervised Semantic Segmentation},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {290--301},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00036},
doi = {10.1109/WACV57701.2024.00036},
timestamp = {Wed, 17 Apr 2024 07:41:22 +0200},
biburl = {https://dblp.org/rec/conf/wacv/MurugesanHBAD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/NicolasCZADD24,
author = {Julien Nicolas and
Florent Chiaroni and
Imtiaz Masud Ziko and
Ola Ahmad and
Christian Desrosiers and
Jose Dolz},
title = {MoP-CLIP: {A} Mixture of Prompt-Tuned {CLIP} Models for Domain Incremental
Learning},
booktitle = {{IEEE/CVF} Winter Conference on Applications of Computer Vision, {WACV}
2024, Waikoloa, HI, USA, January 3-8, 2024},
pages = {1751--1761},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/WACV57701.2024.00178},
doi = {10.1109/WACV57701.2024.00178},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/NicolasCZADD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-14487,
author = {Balamurali Murugesan and
Sukesh Adiga Vasudeva and
Bingyuan Liu and
Herv{\'{e}} Lombaert and
Ismail Ben Ayed and
Jose Dolz},
title = {Neighbor-Aware Calibration of Segmentation Networks with Penalty-Based
Constraints},
journal = {CoRR},
volume = {abs/2401.14487},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.14487},
doi = {10.48550/ARXIV.2401.14487},
eprinttype = {arXiv},
eprint = {2401.14487},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-14487.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-15526,
author = {Julio Silva{-}Rodr{\'{\i}}guez and
Jihed Chelbi and
Waziha Kabir and
Hadi Chakor and
Jose Dolz and
Ismail Ben Ayed and
Riadh Kobbi},
title = {Exploring the Transferability of a Foundation Model for Fundus Images:
Application to Hypertensive Retinopathy},
journal = {CoRR},
volume = {abs/2401.15526},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.15526},
doi = {10.48550/ARXIV.2401.15526},
eprinttype = {arXiv},
eprint = {2401.15526},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-15526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-12364,
author = {Balamurali Murugesan and
Julio Silva{-}Rodr{\'{\i}}guez and
Ismail Ben Ayed and
Jose Dolz},
title = {Class and Region-Adaptive Constraints for Network Calibration},
journal = {CoRR},
volume = {abs/2403.12364},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.12364},
doi = {10.48550/ARXIV.2403.12364},
eprinttype = {arXiv},
eprint = {2403.12364},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-12364.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-15567,
author = {Shambhavi Mishra and
Balamurali Murugesan and
Ismail Ben Ayed and
Marco Pedersoli and
Jose Dolz},
title = {Do not trust what you trust: Miscalibration in Semi-supervised Learning},
journal = {CoRR},
volume = {abs/2403.15567},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.15567},
doi = {10.48550/ARXIV.2403.15567},
eprinttype = {arXiv},
eprint = {2403.15567},
timestamp = {Tue, 09 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-15567.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-02285,
author = {Yunshi Huang and
Fereshteh Shakeri and
Jose Dolz and
Malik Boudiaf and
Houda Bahig and
Ismail Ben Ayed},
title = {{LP++:} {A} Surprisingly Strong Linear Probe for Few-Shot {CLIP}},
journal = {CoRR},
volume = {abs/2404.02285},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.02285},
doi = {10.48550/ARXIV.2404.02285},
eprinttype = {arXiv},
eprint = {2404.02285},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-02285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-08181,
author = {Sina Hajimiri and
Ismail Ben Ayed and
Jose Dolz},
title = {Pay Attention to Your Neighbours: Training-Free Open-Vocabulary Semantic
Segmentation},
journal = {CoRR},
volume = {abs/2404.08181},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.08181},
doi = {10.48550/ARXIV.2404.08181},
eprinttype = {arXiv},
eprint = {2404.08181},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-08181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computing/BarrachinaCCDM23,
author = {Sergio Barrachina and
Adri{\'{a}}n Castell{\'{o}} and
Mar Catal{\'{a}}n and
Manuel F. Dolz and
Jos{\'{e}} I. Mestre},
title = {Using machine learning to model the training scalability of convolutional
neural networks on clusters of GPUs},
journal = {Computing},
volume = {105},
number = {5},
pages = {915--934},
year = {2023},
url = {https://doi.org/10.1007/s00607-021-00997-9},
doi = {10.1007/S00607-021-00997-9},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/computing/BarrachinaCCDM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computing/CastelloCDQD23,
author = {Adri{\'{a}}n Castell{\'{o}} and
Mar Catal{\'{a}}n and
Manuel F. Dolz and
Enrique S. Quintana{-}Ort{\'{\i}} and
Jos{\'{e}} Duato},
title = {Analyzing the impact of the {MPI} allreduce in distributed training
of convolutional neural networks},
journal = {Computing},
volume = {105},
number = {5},
pages = {1101--1119},
year = {2023},
url = {https://doi.org/10.1007/s00607-021-01029-2},
doi = {10.1007/S00607-021-01029-2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computing/CastelloCDQD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/LiuDAD23,
author = {Bingyuan Liu and
Christian Desrosiers and
Ismail Ben Ayed and
Jose Dolz},
title = {Segmentation with mixed supervision: Confidence maximization helps
knowledge distillation},
journal = {Medical Image Anal.},
volume = {83},
pages = {102670},
year = {2023},
url = {https://doi.org/10.1016/j.media.2022.102670},
doi = {10.1016/J.MEDIA.2022.102670},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/LiuDAD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/MurugesanLGAD23,
author = {Balamurali Murugesan and
Bingyuan Liu and
Adrian Galdran and
Ismail Ben Ayed and
Jose Dolz},
title = {Calibrating segmentation networks with margin-based label smoothing},
journal = {Medical Image Anal.},
volume = {87},
pages = {102826},
year = {2023},
url = {https://doi.org/10.1016/j.media.2023.102826},
doi = {10.1016/J.MEDIA.2023.102826},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/MurugesanLGAD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cgi/SilvaRodriguezCKCDAK23,
author = {Julio Silva{-}Rodr{\'{\i}}guez and
Jihed Chelbi and
Waziha Kabir and
Hadi Chakor and
Jose Dolz and
Ismail Ben Ayed and
Riadh Kobbi},
editor = {Bin Sheng and
Lei Bi and
Jinman Kim and
Nadia Magnenat{-}Thalmann and
Daniel Thalmann},
title = {Exploring the Transferability of a Foundation Model for Fundus Images:
Application to Hypertensive Retinopathy},
booktitle = {Advances in Computer Graphics - 40th Computer Graphics International
Conference, {CGI} 2023, Shanghai, China, August 28 - September 1,
2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14497},
pages = {427--437},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-50075-6\_33},
doi = {10.1007/978-3-031-50075-6\_33},
timestamp = {Tue, 13 Feb 2024 21:48:09 +0100},
biburl = {https://dblp.org/rec/conf/cgi/SilvaRodriguezCKCDAK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HajimiriBAD23,
author = {Sina Hajimiri and
Malik Boudiaf and
Ismail Ben Ayed and
Jose Dolz},
title = {A Strong Baseline for Generalized Few-Shot Semantic Segmentation},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {11269--11278},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01084},
doi = {10.1109/CVPR52729.2023.01084},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/HajimiriBAD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiuRGDA23,
author = {Bingyuan Liu and
J{\'{e}}r{\^{o}}me Rony and
Adrian Galdran and
Jose Dolz and
Ismail Ben Ayed},
title = {Class Adaptive Network Calibration},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {16070--16079},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01542},
doi = {10.1109/CVPR52729.2023.01542},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiuRGDA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ChiaroniDZMA23,
author = {Florent Chiaroni and
Jose Dolz and
Imtiaz Masud Ziko and
Amar Mitiche and
Ismail Ben Ayed},
title = {Parametric Information Maximization for Generalized Category Discovery},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
Paris, France, October 1-6, 2023},
pages = {1729--1739},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCV51070.2023.00166},
doi = {10.1109/ICCV51070.2023.00166},
timestamp = {Fri, 19 Jan 2024 17:50:41 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ChiaroniDZMA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/BeizaeeDLD23,
author = {Farzad Beizaee and
Christian Desrosiers and
Gregory A. Lodygensky and
Jose Dolz},
editor = {Alejandro F. Frangi and
Marleen de Bruijne and
Demian Wassermann and
Nassir Navab},
title = {Harmonizing Flows: Unsupervised {MR} Harmonization Based on Normalizing
Flows},
booktitle = {Information Processing in Medical Imaging - 28th International Conference,
{IPMI} 2023, San Carlos de Bariloche, Argentina, June 18-23, 2023,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13939},
pages = {347--359},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-34048-2\_27},
doi = {10.1007/978-3-031-34048-2\_27},
timestamp = {Sat, 21 Oct 2023 10:46:26 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/BeizaeeDLD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/KimDJD23,
author = {Bach Ngoc Kim and
Jose Dolz and
Pierre{-}Marc Jodoin and
Christian Desrosiers},
editor = {Alejandro F. Frangi and
Marleen de Bruijne and
Demian Wassermann and
Nassir Navab},
title = {Mixup-Privacy: {A} Simple yet Effective Approach for Privacy-Preserving
Segmentation},
booktitle = {Information Processing in Medical Imaging - 28th International Conference,
{IPMI} 2023, San Carlos de Bariloche, Argentina, June 18-23, 2023,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13939},
pages = {717--729},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-34048-2\_55},
doi = {10.1007/978-3-031-34048-2\_55},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/KimDJD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LarrazabalMDF23,
author = {Agostina J. Larrazabal and
C{\'{e}}sar Mart{\'{\i}}nez and
Jose Dolz and
Enzo Ferrante},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Maximum Entropy on Erroneous Predictions: Improving Model Calibration
for Medical Image Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14222},
pages = {273--283},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43898-1\_27},
doi = {10.1007/978-3-031-43898-1\_27},
timestamp = {Thu, 05 Oct 2023 18:00:36 +0200},
biburl = {https://dblp.org/rec/conf/miccai/LarrazabalMDF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MurugesanVLLAD23,
author = {Balamurali Murugesan and
Sukesh Adiga V and
Bingyuan Liu and
Herve Lombaert and
Ismail Ben Ayed and
Jose Dolz},
editor = {Hayit Greenspan and
Anant Madabhushi and
Parvin Mousavi and
Septimiu Salcudean and
James Duncan and
Tanveer F. Syeda{-}Mahmood and
Russell H. Taylor},
title = {Trust Your Neighbours: Penalty-Based Constraints for Model Calibration},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 - 26th International Conference, Vancouver, BC, Canada, October
8-12, 2023, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {14222},
pages = {572--581},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-43898-1\_55},
doi = {10.1007/978-3-031-43898-1\_55},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/MurugesanVLLAD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/SilvaRodriguezDA23,
author = {Julio Silva{-}Rodr{\'{\i}}guez and
Jose Dolz and
Ismail Ben Ayed},
editor = {M. Emre Celebi and
Md Sirajus Salekin and
Hyunwoo J. Kim and
Shadi Albarqouni and
Catarina Barata and
Allan Halpern and
Philipp Tschandl and
Marc Combalia and
Yuan Liu and
Ghada Zamzmi and
Joshua Levy and
Huzefa Rangwala and
Annika Reinke and
Diya Wynn and
Bennett A. Landman and
Won{-}Ki Jeong and
Yiqing Shen and
Zhongying Deng and
Spyridon Bakas and
Xiaoxiao Li and
Chen Qin and
Nicola Rieke and
Holger Roth and
Daguang Xu},
title = {Towards Foundation Models and Few-Shot Parameter-Efficient Fine-Tuning
for Volumetric Organ Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2023 Workshops - {ISIC} 2023, Care-AI 2023, MedAGI 2023, DeCaF 2023,
Held in Conjunction with {MICCAI} 2023, Vancouver, BC, Canada, October
8-12, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14393},
pages = {213--224},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-47401-9\_21},
doi = {10.1007/978-3-031-47401-9\_21},
timestamp = {Tue, 19 Dec 2023 16:57:58 +0100},
biburl = {https://dblp.org/rec/conf/miccai/SilvaRodriguezDA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/VasudevaDL23,
author = {Sukesh Adiga Vasudeva and
Jose Dolz and
Herve Lombaert},
editor = {Ipek Oguz and
Jack H. Noble and
Xiaoxiao Li and
Martin Styner and
Christian Baumgartner and
Mirabela Rusu and
Tobias Heimann and
Despina Kontos and
Bennett A. Landman and
Benoit M. Dawant},
title = {GeoLS: Geodesic Label Smoothing for Image Segmentation},
booktitle = {Medical Imaging with Deep Learning, {MIDL} 2023, 10-12 July 2023,
Nashville, TN, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {227},
pages = {468--478},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v227/vasudeva24a.html},
timestamp = {Tue, 20 Feb 2024 17:19:52 +0100},
biburl = {https://dblp.org/rec/conf/midl/VasudevaDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-11551,
author = {Farzad Beizaee and
Christian Desrosiers and
Gregory A. Lodygensky and
Jose Dolz},
title = {Harmonizing Flows: Unsupervised {MR} harmonization based on normalizing
flows},
journal = {CoRR},
volume = {abs/2301.11551},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.11551},
doi = {10.48550/ARXIV.2301.11551},
eprinttype = {arXiv},
eprint = {2301.11551},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-11551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-06268,
author = {Balamurali Murugesan and
Sukesh Adiga V and
Bingyuan Liu and
Herv{\'{e}} Lombaert and
Ismail Ben Ayed and
Jose Dolz},
title = {Trust your neighbours: Penalty-based constraints for model calibration},
journal = {CoRR},
volume = {abs/2303.06268},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.06268},
doi = {10.48550/ARXIV.2303.06268},
eprinttype = {arXiv},
eprint = {2303.06268},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-06268.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-17051,
author = {Julio Silva{-}Rodr{\'{\i}}guez and
Jose Dolz and
Ismail Ben Ayed},
title = {Transductive few-shot adapters for medical image segmentation},
journal = {CoRR},
volume = {abs/2303.17051},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.17051},
doi = {10.48550/ARXIV.2303.17051},
eprinttype = {arXiv},
eprint = {2303.17051},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-17051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13756,
author = {Bach Ngoc Kim and
Jos{\'{e}} Dolz and
Pierre{-}Marc Jodoin and
Christian Desrosiers},
title = {Mixup-Privacy: {A} simple yet effective approach for privacy-preserving
segmentation},
journal = {CoRR},
volume = {abs/2305.13756},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.13756},
doi = {10.48550/ARXIV.2305.13756},
eprinttype = {arXiv},
eprint = {2305.13756},
timestamp = {Mon, 05 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-13756.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-00097,
author = {Balamurali Murugesan and
Rukhshanda Hussain and
Rajarshi Bhattacharya and
Ismail Ben Ayed and
Jose Dolz},
title = {Prompting classes: Exploring the Power of Prompt Class Learning in
Weakly Supervised Semantic Segmentation},
journal = {CoRR},
volume = {abs/2307.00097},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.00097},
doi = {10.48550/ARXIV.2307.00097},
eprinttype = {arXiv},
eprint = {2307.00097},
timestamp = {Mon, 10 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-00097.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-05707,
author = {Julien Nicolas and
Florent Chiaroni and
Imtiaz Masud Ziko and
Ola Ahmad and
Christian Desrosiers and
Jose Dolz},
title = {MoP-CLIP: {A} Mixture of Prompt-Tuned {CLIP} Models for Domain Incremental
Learning},
journal = {CoRR},
volume = {abs/2307.05707},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.05707},
doi = {10.48550/ARXIV.2307.05707},
eprinttype = {arXiv},
eprint = {2307.05707},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-05707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-07898,
author = {Julio Silva{-}Rodr{\'{\i}}guez and
Hadi Chakor and
Riadh Kobbi and
Jose Dolz and
Ismail Ben Ayed},
title = {A Foundation LAnguage-Image model of the Retina {(FLAIR):} Encoding
expert knowledge in text supervision},
journal = {CoRR},
volume = {abs/2308.07898},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.07898},
doi = {10.48550/ARXIV.2308.07898},
eprinttype = {arXiv},
eprint = {2308.07898},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-07898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16099,
author = {Sukesh Adiga V and
Jose Dolz and
Herve Lombaert},
title = {Anatomically-aware Uncertainty for Semi-supervised Image Segmentation},
journal = {CoRR},
volume = {abs/2310.16099},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16099},
doi = {10.48550/ARXIV.2310.16099},
eprinttype = {arXiv},
eprint = {2310.16099},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-09971,
author = {Jos{\'{e}} Duato and
Jos{\'{e}} I. Mestre and
Manuel F. Dolz and
Enrique S. Quintana{-}Ort{\'{\i}}},
title = {GreenLightningAI: An Efficient {AI} System with Decoupled Structural
and Quantitative Knowledge},
journal = {CoRR},
volume = {abs/2312.09971},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.09971},
doi = {10.48550/ARXIV.2312.09971},
eprinttype = {arXiv},
eprint = {2312.09971},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-09971.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-12730,
author = {Julio Silva{-}Rodr{\'{\i}}guez and
Sina Hajimiri and
Ismail Ben Ayed and
Jose Dolz},
title = {A Closer Look at the Few-Shot Adaptation of Large Vision-Language
Models},
journal = {CoRR},
volume = {abs/2312.12730},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.12730},
doi = {10.48550/ARXIV.2312.12730},
eprinttype = {arXiv},
eprint = {2312.12730},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-12730.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/BatesonKDLA22,
author = {Mathilde Bateson and
Hoel Kervadec and
Jose Dolz and
Herv{\'{e}} Lombaert and
Ismail Ben Ayed},
title = {Source-free domain adaptation for image segmentation},
journal = {Medical Image Anal.},
volume = {82},
pages = {102617},
year = {2022},
url = {https://doi.org/10.1016/j.media.2022.102617},
doi = {10.1016/J.MEDIA.2022.102617},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/BatesonKDLA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/PatelD22,
author = {Gaurav Patel and
Jose Dolz},
title = {Weakly supervised segmentation with cross-modality equivariant constraints},
journal = {Medical Image Anal.},
volume = {77},
pages = {102374},
year = {2022},
url = {https://doi.org/10.1016/j.media.2022.102374},
doi = {10.1016/J.MEDIA.2022.102374},
timestamp = {Sat, 19 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/PatelD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/Silva-Rodriguez22,
author = {Julio Silva{-}Rodr{\'{\i}}guez and
Valery Naranjo and
Jose Dolz},
title = {Constrained unsupervised anomaly segmentation},
journal = {Medical Image Anal.},
volume = {80},
pages = {102526},
year = {2022},
url = {https://doi.org/10.1016/j.media.2022.102526},
doi = {10.1016/J.MEDIA.2022.102526},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/Silva-Rodriguez22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Nguyen-MeidineK22,
author = {Le Thanh Nguyen{-}Meidine and
Madhu Kiran and
Marco Pedersoli and
Jose Dolz and
Louis{-}Antoine Blais{-}Morin and
Eric Granger},
title = {Incremental multi-target domain adaptation for object detection with
efficient domain transfer},
journal = {Pattern Recognit.},
volume = {129},
pages = {108771},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2022.108771},
doi = {10.1016/J.PATCOG.2022.108771},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/Nguyen-MeidineK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/VDL22,
author = {Sukesh Adiga V and
Jose Dolz and
Herve Lombaert},
title = {Attention-Based Dynamic Subspace Learners for Medical Image Analysis},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {26},
number = {9},
pages = {4599--4610},
year = {2022},
url = {https://doi.org/10.1109/JBHI.2022.3186882},
doi = {10.1109/JBHI.2022.3186882},
timestamp = {Thu, 22 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/VDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BelharbiRDAMG22,
author = {Soufiane Belharbi and
J{\'{e}}r{\^{o}}me Rony and
Jose Dolz and
Ismail Ben Ayed and
Luke McCaffrey and
Eric Granger},
title = {Deep Interpretable Classification and Weakly-Supervised Segmentation
of Histology Images via Max-Min Uncertainty},
journal = {{IEEE} Trans. Medical Imaging},
volume = {41},
number = {3},
pages = {702--714},
year = {2022},
url = {https://doi.org/10.1109/TMI.2021.3123461},
doi = {10.1109/TMI.2021.3123461},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BelharbiRDAMG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiuAGD22,
author = {Bingyuan Liu and
Ismail Ben Ayed and
Adrian Galdran and
Jose Dolz},
title = {The Devil is in the Margin: Margin-based Label Smoothing for Network
Calibration},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {80--88},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00018},
doi = {10.1109/CVPR52688.2022.00018},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/LiuAGD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/KervadecDYDGA22,
author = {Hoel Kervadec and
Jose Dolz and
Jing Yuan and
Christian Desrosiers and
Eric Granger and
Ismail Ben Ayed},
title = {Constrained deep networks: Lagrangian optimization via Log-barrier
extensions},
booktitle = {30th European Signal Processing Conference, {EUSIPCO} 2022, Belgrade,
Serbia, August 29 - Sept. 2, 2022},
pages = {962--966},
publisher = {{IEEE}},
year = {2022},
url = {https://ieeexplore.ieee.org/document/9909927},
timestamp = {Tue, 25 Oct 2022 21:20:45 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/KervadecDYDGA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VDL22,
author = {Sukesh Adiga V and
Jose Dolz and
Herve Lombaert},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {Leveraging Labeling Representations in Uncertainty-Based Semi-supervised
Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {13438},
pages = {265--275},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16452-1\_26},
doi = {10.1007/978-3-031-16452-1\_26},
timestamp = {Tue, 13 Dec 2022 14:39:06 +0100},
biburl = {https://dblp.org/rec/conf/miccai/VDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WaerebekeLD22,
author = {Martin Van Waerebeke and
Gregory A. Lodygensky and
Jose Dolz},
editor = {Carole H. Sudre and
Christian F. Baumgartner and
Adrian V. Dalca and
Chen Qin and
Ryutaro Tanno and
Koen Van Leemput and
William M. Wells III},
title = {On the Pitfalls of Entropy-Based Uncertainty for Multi-class Semi-supervised
Segmentation},
booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging
- 4th International Workshop, {UNSURE} 2022, Held in Conjunction with
{MICCAI} 2022, Singapore, September 18, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13563},
pages = {36--46},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16749-2\_4},
doi = {10.1007/978-3-031-16749-2\_4},
timestamp = {Wed, 21 Sep 2022 21:26:05 +0200},
biburl = {https://dblp.org/rec/conf/miccai/WaerebekeLD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-01671,
author = {Julio Silva{-}Rodr{\'{\i}}guez and
Valery Naranjo and
Jose Dolz},
title = {Constrained unsupervised anomaly segmentation},
journal = {CoRR},
volume = {abs/2203.01671},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.01671},
doi = {10.48550/ARXIV.2203.01671},
eprinttype = {arXiv},
eprint = {2203.01671},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-01671.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-03587,
author = {Martin Van Waerebeke and
Gregory A. Lodygensky and
Jose Dolz},
title = {On the pitfalls of entropy-based uncertainty for multi-class semi-supervised
segmentation},
journal = {CoRR},
volume = {abs/2203.03587},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.03587},
doi = {10.48550/ARXIV.2203.03587},
eprinttype = {arXiv},
eprint = {2203.03587},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-03587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-05682,
author = {Sukesh Adiga V and
Jose Dolz and
Herve Lombaert},
title = {Leveraging Labeling Representations in Uncertainty-based Semi-supervised
Segmentation},
journal = {CoRR},
volume = {abs/2203.05682},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.05682},
doi = {10.48550/ARXIV.2203.05682},
eprinttype = {arXiv},
eprint = {2203.05682},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-05682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-05841,
author = {Soufiane Belharbi and
J{\'{e}}r{\^{o}}me Rony and
Jose Dolz and
Ismail Ben Ayed and
Luke McCaffrey and
Eric Granger},
title = {Leveraging Uncertainty for Deep Interpretable Classification and Weakly-Supervised
Segmentation of Histology Images},
journal = {CoRR},
volume = {abs/2205.05841},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.05841},
doi = {10.48550/ARXIV.2205.05841},
eprinttype = {arXiv},
eprint = {2205.05841},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-05841.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09068,
author = {Sukesh Adiga V and
Jose Dolz and
Herve Lombaert},
title = {Attention-based Dynamic Subspace Learners for Medical Image Analysis},
journal = {CoRR},
volume = {abs/2206.09068},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.09068},
doi = {10.48550/ARXIV.2206.09068},
eprinttype = {arXiv},
eprint = {2206.09068},
timestamp = {Mon, 27 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-09068.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09641,
author = {Balamurali Murugesan and
Bingyuan Liu and
Adrian Galdran and
Ismail Ben Ayed and
Jose Dolz},
title = {Calibrating Segmentation Networks with Margin-based Label Smoothing},
journal = {CoRR},
volume = {abs/2209.09641},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.09641},
doi = {10.48550/ARXIV.2209.09641},
eprinttype = {arXiv},
eprint = {2209.09641},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-09641.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14126,
author = {Sina Hajimiri and
Malik Boudiaf and
Ismail Ben Ayed and
Jose Dolz},
title = {A Strong Baseline for Generalized Few-Shot Semantic Segmentation},
journal = {CoRR},
volume = {abs/2211.14126},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14126},
doi = {10.48550/ARXIV.2211.14126},
eprinttype = {arXiv},
eprint = {2211.14126},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14126.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-15088,
author = {Bingyuan Liu and
J{\'{e}}r{\^{o}}me Rony and
Adrian Galdran and
Jose Dolz and
Ismail Ben Ayed},
title = {Class Adaptive Network Calibration},
journal = {CoRR},
volume = {abs/2211.15088},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.15088},
doi = {10.48550/ARXIV.2211.15088},
eprinttype = {arXiv},
eprint = {2211.15088},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-15088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-00334,
author = {Florent Chiaroni and
Jose Dolz and
Imtiaz Masud Ziko and
Amar Mitiche and
Ismail Ben Ayed},
title = {Mutual Information-based Generalized Category Discovery},
journal = {CoRR},
volume = {abs/2212.00334},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.00334},
doi = {10.48550/ARXIV.2212.00334},
eprinttype = {arXiv},
eprint = {2212.00334},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-00334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/BandykGLBD21,
author = {Mark G. Bandyk and
Dheeraj R. Gopireddy and
Chandana Lall and
K. C. Balaji and
Jose Dolz},
title = {{MRI} and {CT} bladder segmentation from classical to deep learning
based approaches: Current limitations and lessons},
journal = {Comput. Biol. Medicine},
volume = {134},
pages = {104472},
year = {2021},
url = {https://doi.org/10.1016/j.compbiomed.2021.104472},
doi = {10.1016/J.COMPBIOMED.2021.104472},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/BandykGLBD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/Ruiz-DolzABG21,
author = {Ramon Ruiz{-}Dolz and
Jos{\'{e}} Alemany and
Stella Heras Barber{\'{a}} and
Ana Garc{\'{\i}}a{-}Fornes},
title = {Transformer-Based Models for Automatic Identification of Argument
Relations: {A} Cross-Domain Evaluation},
journal = {{IEEE} Intell. Syst.},
volume = {36},
number = {6},
pages = {62--70},
year = {2021},
url = {https://doi.org/10.1109/MIS.2021.3073993},
doi = {10.1109/MIS.2021.3073993},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/Ruiz-DolzABG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/Nguyen-MeidineB21,
author = {Le Thanh Nguyen{-}Meidine and
Atif Belal and
Madhu Kiran and
Jose Dolz and
Louis{-}Antoine Blais{-}Morin and
Eric Granger},
title = {Knowledge distillation methods for efficient unsupervised adaptation
across multiple domains},
journal = {Image Vis. Comput.},
volume = {108},
pages = {104096},
year = {2021},
url = {https://doi.org/10.1016/j.imavis.2021.104096},
doi = {10.1016/J.IMAVIS.2021.104096},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ivc/Nguyen-MeidineB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/KervadecBDGDA21,
author = {Hoel Kervadec and
Jihene Bouchtiba and
Christian Desrosiers and
Eric Granger and
Jose Dolz and
Ismail Ben Ayed},
title = {Boundary loss for highly unbalanced segmentation},
journal = {Medical Image Anal.},
volume = {67},
pages = {101851},
year = {2021},
url = {https://doi.org/10.1016/j.media.2020.101851},
doi = {10.1016/J.MEDIA.2020.101851},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/KervadecBDGDA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/Silva-Rodriguez21,
author = {Julio Silva{-}Rodr{\'{\i}}guez and
Adri{\'{a}}n Colomer and
Jose Dolz and
Valery Naranjo},
title = {Self-Learning for Weakly Supervised Gleason Grading of Local Patterns},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {25},
number = {8},
pages = {3094--3104},
year = {2021},
url = {https://doi.org/10.1109/JBHI.2021.3061457},
doi = {10.1109/JBHI.2021.3061457},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/titb/Silva-Rodriguez21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/SinhaD21,
author = {Ashish Sinha and
Jose Dolz},
title = {Multi-Scale Self-Guided Attention for Medical Image Segmentation},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {25},
number = {1},
pages = {121--130},
year = {2021},
url = {https://doi.org/10.1109/JBHI.2020.2986926},
doi = {10.1109/JBHI.2020.2986926},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/titb/SinhaD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/BarrachinaCCDM21,
author = {Sergio Barrachina and
Adri{\'{a}}n Castell{\'{o}} and
Mar Catal{\'{a}}n and
Manuel F. Dolz and
Jos{\'{e}} I. Mestre},
title = {PyDTNN: {A} user-friendly and extensible framework for distributed
deep learning},
journal = {J. Supercomput.},
volume = {77},
number = {9},
pages = {9971--9987},
year = {2021},
url = {https://doi.org/10.1007/s11227-021-03673-z},
doi = {10.1007/S11227-021-03673-Z},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tjs/BarrachinaCCDM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BatesonDKLA21,
author = {Mathilde Bateson and
Jos{\'{e}} Dolz and
Hoel Kervadec and
Herv{\'{e}} Lombaert and
Ismail Ben Ayed},
title = {Constrained Domain Adaptation for Image Segmentation},
journal = {{IEEE} Trans. Medical Imaging},
volume = {40},
number = {7},
pages = {1875--1887},
year = {2021},
url = {https://doi.org/10.1109/TMI.2021.3067688},
doi = {10.1109/TMI.2021.3067688},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BatesonDKLA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/KimDJD21,
author = {Bach Ngoc Kim and
Jose Dolz and
Pierre{-}Marc Jodoin and
Christian Desrosiers},
title = {Privacy-Net: An Adversarial Approach for Identity-Obfuscated Segmentation
of Medical Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {40},
number = {7},
pages = {1737--1749},
year = {2021},
url = {https://doi.org/10.1109/TMI.2021.3065727},
doi = {10.1109/TMI.2021.3065727},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/KimDJD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/KimDDJ21,
author = {Bach Ngoc Kim and
Jose Dolz and
Christian Desrosiers and
Pierre{-}Marc Jodoin},
title = {Privacy Preserving for Medical Image Analysis via Non-Linear Deformation
Proxy},
booktitle = {32nd British Machine Vision Conference 2021, {BMVC} 2021, Online,
November 22-25, 2021},
pages = {375},
publisher = {{BMVA} Press},
year = {2021},
url = {https://www.bmvc2021-virtualconference.com/assets/papers/0691.pdf},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/KimDDJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/Silva-Rodriguez21,
author = {Julio Silva{-}Rodr{\'{\i}}guez and
Valery Naranjo and
Jose Dolz},
title = {Looking at the whole picture: constrained unsupervised anomaly segmentation},
booktitle = {32nd British Machine Vision Conference 2021, {BMVC} 2021, Online,
November 22-25, 2021},
pages = {400},
publisher = {{BMVA} Press},
year = {2021},
url = {https://www.bmvc2021-virtualconference.com/assets/papers/1011.pdf},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/Silva-Rodriguez21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BoudiafKZPAD21,
author = {Malik Boudiaf and
Hoel Kervadec and
Imtiaz Masud Ziko and
Pablo Piantanida and
Ismail Ben Ayed and
Jose Dolz},
title = {Few-Shot Segmentation Without Meta-Learning: {A} Good Transductive
Inference Is All You Need?},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
2021, virtual, June 19-25, 2021},
pages = {13979--13988},
publisher = {Computer Vision Foundation / {IEEE}},
year = {2021},
url = {https://openaccess.thecvf.com/content/CVPR2021/html/Boudiaf\_Few-Shot\_Segmentation\_Without\_Meta-Learning\_A\_Good\_Transductive\_Inference\_Is\_All\_CVPR\_2021\_paper.html},
doi = {10.1109/CVPR46437.2021.01376},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/BoudiafKZPAD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/0001CMDN21,
author = {Gabriel Garc{\'{\i}}a and
Adri{\'{a}}n Colomer and
Rafael Verd{\'{u}} Monedero and
Jose Dolz and
Valery Naranjo},
title = {A Self-Training Framework for Glaucoma Grading In {OCT} B-Scans},
booktitle = {29th European Signal Processing Conference, {EUSIPCO} 2021, Dublin,
Ireland, August 23-27, 2021},
pages = {1281--1285},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.23919/EUSIPCO54536.2021.9616159},
doi = {10.23919/EUSIPCO54536.2021.9616159},
timestamp = {Thu, 09 Dec 2021 12:26:50 +0100},
biburl = {https://dblp.org/rec/conf/eusipco/0001CMDN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/DolzDA21,
author = {Jose Dolz and
Christian Desrosiers and
Ismail Ben Ayed},
editor = {Aasa Feragen and
Stefan Sommer and
Julia A. Schnabel and
Mads Nielsen},
title = {Teach Me to Segment with Mixed Supervision: Confident Students Become
Masters},
booktitle = {Information Processing in Medical Imaging - 27th International Conference,
{IPMI} 2021, Virtual Event, June 28-June 30, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12729},
pages = {517--529},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-78191-0\_40},
doi = {10.1007/978-3-030-78191-0\_40},
timestamp = {Tue, 22 Jun 2021 16:25:32 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/DolzDA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/0001CCDM21,
author = {Sergio Barrachina and
Adri{\'{a}}n Castell{\'{o}} and
Mar Catal{\'{a}}n and
Manuel F. Dolz and
Jos{\'{e}} I. Mestre},
title = {A Flexible Research-Oriented Framework for Distributed Training of
Deep Neural Networks},
booktitle = {{IEEE} International Parallel and Distributed Processing Symposium
Workshops, {IPDPS} Workshops 2021, Portland, OR, USA, June 17-21,
2021},
pages = {730--739},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IPDPSW52791.2021.00110},
doi = {10.1109/IPDPSW52791.2021.00110},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/0001CCDM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LarrazabalMDF21,
author = {Agostina J. Larrazabal and
C{\'{e}}sar Ernesto Mart{\'{\i}}nez and
Jose Dolz and
Enzo Ferrante},
editor = {Marleen de Bruijne and
Philippe C. Cattin and
St{\'{e}}phane Cotin and
Nicolas Padoy and
Stefanie Speidel and
Yefeng Zheng and
Caroline Essert},
title = {Orthogonal Ensemble Networks for Biomedical Image Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2021 - 24th International Conference, Strasbourg, France, September
27 - October 1, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12903},
pages = {594--603},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-87199-4\_56},
doi = {10.1007/978-3-030-87199-4\_56},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LarrazabalMDF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/KervadecBLDA21,
author = {Hoel Kervadec and
Houda Bahig and
Laurent L{\'{e}}tourneau{-}Guillon and
Jose Dolz and
Ismail Ben Ayed},
editor = {Mattias P. Heinrich and
Qi Dou and
Marleen de Bruijne and
Jan Lellmann and
Alexander Schlaefer and
Floris Ernst},
title = {Beyond pixel-wise supervision for segmentation: {A} few global shape
descriptors might be surprisingly good!},
booktitle = {Medical Imaging with Deep Learning, 7-9 July 2021, L{\"{u}}beck,
Germany},
series = {Proceedings of Machine Learning Research},
volume = {143},
pages = {354--368},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v143/kervadec21a.html},
timestamp = {Tue, 13 Dec 2022 14:39:07 +0100},
biburl = {https://dblp.org/rec/conf/midl/KervadecBLDA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdp/CastelloCDMQD21,
author = {Adri{\'{a}}n Castell{\'{o}} and
Mar Catal{\'{a}}n and
Manuel F. Dolz and
Jos{\'{e}} I. Mestre and
Enrique S. Quintana{-}Ort{\'{\i}} and
Jos{\'{e}} Duato},
title = {Performance Modeling for Distributed Training of Convolutional Neural
Networks},
booktitle = {29th Euromicro International Conference on Parallel, Distributed and
Network-Based Processing, {PDP} 2021, Valladolid, Spain, March 10-12,
2021},
pages = {99--108},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/PDP52278.2021.00024},
doi = {10.1109/PDP52278.2021.00024},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pdp/CastelloCDMQD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdp/CastelloCDMQD21a,
author = {Adri{\'{a}}n Castell{\'{o}} and
Mar Catal{\'{a}}n and
Manuel F. Dolz and
Jos{\'{e}} I. Mestre and
Enrique S. Quintana{-}Ort{\'{\i}} and
Jos{\'{e}} Duato},
title = {Evaluation of {MPI} Allreduce for Distributed Training of Convolutional
Neural Networks},
booktitle = {29th Euromicro International Conference on Parallel, Distributed and
Network-Based Processing, {PDP} 2021, Valladolid, Spain, March 10-12,
2021},
pages = {109--116},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/PDP52278.2021.00025},
doi = {10.1109/PDP52278.2021.00025},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pdp/CastelloCDMQD21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/AzadFKAPD21,
author = {Reza Azad and
Abdur R. Fayjie and
Claude Kauffmann and
Ismail Ben Ayed and
Marco Pedersoli and
Jose Dolz},
title = {On the Texture Bias for Few-Shot {CNN} Segmentation},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2021, Waikoloa, HI, USA, January 3-8, 2021},
pages = {2673--2682},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/WACV48630.2021.00272},
doi = {10.1109/WACV48630.2021.00272},
timestamp = {Fri, 18 Jun 2021 10:51:54 +0200},
biburl = {https://dblp.org/rec/conf/wacv/AzadFKAPD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/Nguyen-MeidineB21,
author = {Le Thanh Nguyen{-}Meidine and
Atif Belal and
Madhu Kiran and
Jose Dolz and
Louis{-}Antoine Blais{-}Morin and
Eric Granger},
title = {Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation},
booktitle = {{IEEE} Winter Conference on Applications of Computer Vision, {WACV}
2021, Waikoloa, HI, USA, January 3-8, 2021},
pages = {1338--1346},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/WACV48630.2021.00138},
doi = {10.1109/WACV48630.2021.00138},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/Nguyen-MeidineB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-06498,
author = {Mark G. Bandyk and
Dheeraj R. Gopireddy and
Chandana Lall and
K. C. Balaji and
Jose Dolz},
title = {Bladder segmentation based on deep learning approaches: current limitations
and lessons},
journal = {CoRR},
volume = {abs/2101.06498},
year = {2021},
url = {https://arxiv.org/abs/2101.06498},
eprinttype = {arXiv},
eprint = {2101.06498},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-06498.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-07308,
author = {Le Thanh Nguyen{-}Meidine and
Atif Belal and
Madhu Kiran and
Jose Dolz and
Louis{-}Antoine Blais{-}Morin and
Eric Granger},
title = {Knowledge Distillation Methods for Efficient Unsupervised Adaptation
Across Multiple Domains},
journal = {CoRR},
volume = {abs/2101.07308},
year = {2021},
url = {https://arxiv.org/abs/2101.07308},
eprinttype = {arXiv},
eprint = {2101.07308},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-07308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-02488,
author = {Gaurav Patel and
Jose Dolz},
title = {Weakly supervised segmentation with cross-modality equivariant constraints},
journal = {CoRR},
volume = {abs/2104.02488},
year = {2021},
url = {https://arxiv.org/abs/2104.02488},
eprinttype = {arXiv},
eprint = {2104.02488},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-02488.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-06476,
author = {Le Thanh Nguyen{-}Meidine and
Madhu Kiran and
Marco Pedersoli and
Jose Dolz and
Louis{-}Antoine Blais{-}Morin and
Eric Granger},
title = {Incremental Multi-Target Domain Adaptation for Object Detection with
Efficient Domain Transfer},
journal = {CoRR},
volume = {abs/2104.06476},
year = {2021},
url = {https://arxiv.org/abs/2104.06476},
eprinttype = {arXiv},
eprint = {2104.06476},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-06476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-08717,
author = {Bingyuan Liu and
Jose Dolz and
Adrian Galdran and
Riadh Kobbi and
Ismail Ben Ayed},
title = {The hidden label-marginal biases of segmentation losses},
journal = {CoRR},
volume = {abs/2104.08717},
year = {2021},
url = {https://arxiv.org/abs/2104.08717},
eprinttype = {arXiv},
eprint = {2104.08717},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-08717.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-10004,
author = {Ramon Ruiz{-}Dolz and
Jos{\'{e}} Alemany and
Stella Heras and
Ana Garc{\'{\i}}a{-}Fornes},
title = {On the Prevention of Privacy Threats: How Can We Persuade Our Social
Network Users?},
journal = {CoRR},
volume = {abs/2104.10004},
year = {2021},
url = {https://arxiv.org/abs/2104.10004},
eprinttype = {arXiv},
eprint = {2104.10004},
timestamp = {Mon, 26 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-10004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00859,
author = {Hoel Kervadec and
Houda Bahig and
Laurent L{\'{e}}tourneau{-}Guillon and
Jos{\'{e}} Dolz and
Ismail Ben Ayed},
title = {Beyond pixel-wise supervision for segmentation: {A} few global shape
descriptors might be surprisingly good!},
journal = {CoRR},
volume = {abs/2105.00859},
year = {2021},
url = {https://arxiv.org/abs/2105.00859},
eprinttype = {arXiv},
eprint = {2105.00859},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00859.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-10420,
author = {Julio Silva{-}Rodr{\'{\i}}guez and
Adri{\'{a}}n Colomer and
Jos{\'{e}} Dolz and
Valery Naranjo},
title = {Self-learning for weakly supervised Gleason grading of local patterns},
journal = {CoRR},
volume = {abs/2105.10420},
year = {2021},
url = {https://arxiv.org/abs/2105.10420},
eprinttype = {arXiv},
eprint = {2105.10420},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-10420.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-10827,
author = {Agostina J. Larrazabal and
C{\'{e}}sar Ernesto Mart{\'{\i}}nez and
Jose Dolz and
Enzo Ferrante},
title = {Orthogonal Ensemble Networks for Biomedical Image Segmentation},
journal = {CoRR},
volume = {abs/2105.10827},
year = {2021},
url = {https://arxiv.org/abs/2105.10827},
eprinttype = {arXiv},
eprint = {2105.10827},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-10827.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09516,
author = {Imtiaz Masud Ziko and
Malik Boudiaf and
Jose Dolz and
Eric Granger and
Ismail Ben Ayed},
title = {Transductive Few-Shot Learning: Clustering is All You Need?},
journal = {CoRR},
volume = {abs/2106.09516},
year = {2021},
url = {https://arxiv.org/abs/2106.09516},
eprinttype = {arXiv},
eprint = {2106.09516},
timestamp = {Tue, 29 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-09516.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12252,
author = {Malik Boudiaf and
Imtiaz Masud Ziko and
J{\'{e}}r{\^{o}}me Rony and
Jose Dolz and
Ismail Ben Ayed and
Pablo Piantanida},
title = {Mutual-Information Based Few-Shot Classification},
journal = {CoRR},
volume = {abs/2106.12252},
year = {2021},
url = {https://arxiv.org/abs/2106.12252},
eprinttype = {arXiv},
eprint = {2106.12252},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12252.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-03152,
author = {Mathilde Bateson and
Jose Dolz and
Hoel Kervadec and
Herv{\'{e}} Lombaert and
Ismail Ben Ayed},
title = {Source-Free Domain Adaptation for Image Segmentation},
journal = {CoRR},
volume = {abs/2108.03152},
year = {2021},
url = {https://arxiv.org/abs/2108.03152},
eprinttype = {arXiv},
eprint = {2108.03152},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-03152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-00482,
author = {Julio Silva{-}Rodr{\'{\i}}guez and
Valery Naranjo and
Jose Dolz},
title = {Looking at the whole picture: constrained unsupervised anomaly segmentation},
journal = {CoRR},
volume = {abs/2109.00482},
year = {2021},
url = {https://arxiv.org/abs/2109.00482},
eprinttype = {arXiv},
eprint = {2109.00482},
timestamp = {Wed, 22 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-00482.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-10902,
author = {Bingyuan Liu and
Christian Desrosiers and
Ismail Ben Ayed and
Jose Dolz},
title = {Mixed-supervised segmentation: Confidence maximization helps knowledge
distillation},
journal = {CoRR},
volume = {abs/2109.10902},
year = {2021},
url = {https://arxiv.org/abs/2109.10902},
eprinttype = {arXiv},
eprint = {2109.10902},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-10902.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-11771,
author = {Gabriel Garc{\'{\i}}a and
Adri{\'{a}}n Colomer and
Rafael Verd{\'{u}} Monedero and
Jos{\'{e}} Dolz and
Valery Naranjo},
title = {A self-training framework for glaucoma grading in {OCT} B-scans},
journal = {CoRR},
volume = {abs/2111.11771},
year = {2021},
url = {https://arxiv.org/abs/2111.11771},
eprinttype = {arXiv},
eprint = {2111.11771},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-11771.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-15430,
author = {Bingyuan Liu and
Ismail Ben Ayed and
Adrian Galdran and
Jose Dolz},
title = {The Devil is in the Margin: Margin-based Label Smoothing for Network
Calibration},
journal = {CoRR},
volume = {abs/2111.15430},
year = {2021},
url = {https://arxiv.org/abs/2111.15430},
eprinttype = {arXiv},
eprint = {2111.15430},
timestamp = {Thu, 02 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-15430.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-12218,
author = {Agostina J. Larrazabal and
C{\'{e}}sar Ernesto Mart{\'{\i}}nez and
Jos{\'{e}} Dolz and
Enzo Ferrante},
title = {Maximum Entropy on Erroneous Predictions {(MEEP):} Improving model
calibration for medical image segmentation},
journal = {CoRR},
volume = {abs/2112.12218},
year = {2021},
url = {https://arxiv.org/abs/2112.12218},
eprinttype = {arXiv},
eprint = {2112.12218},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-12218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/DolzDWYSA20,
author = {Jose Dolz and
Christian Desrosiers and
Li Wang and
Jing Yuan and
Dinggang Shen and
Ismail Ben Ayed},
title = {Deep {CNN} ensembles and suggestive annotations for infant brain {MRI}
segmentation},
journal = {Comput. Medical Imaging Graph.},
volume = {79},
pages = {101660},
year = {2020},
url = {https://doi.org/10.1016/j.compmedimag.2019.101660},
doi = {10.1016/J.COMPMEDIMAG.2019.101660},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmig/DolzDWYSA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/PengKDAPD20,
author = {Jizong Peng and
Hoel Kervadec and
Jose Dolz and
Ismail Ben Ayed and
Marco Pedersoli and
Christian Desrosiers},
title = {Discretely-constrained deep network for weakly supervised segmentation},
journal = {Neural Networks},
volume = {130},
pages = {297--308},
year = {2020},
url = {https://doi.org/10.1016/j.neunet.2020.07.011},
doi = {10.1016/J.NEUNET.2020.07.011},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/PengKDAPD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/Lopez-GomezADFG20,
author = {Javier L{\'{o}}pez{-}G{\'{o}}mez and
David del Rio Astorga and
Manuel F. Dolz and
Javier Fern{\'{a}}ndez and
Jos{\'{e}} Daniel Garc{\'{\i}}a},
title = {Detecting semantic violations of lock-free data structures through
{C++} contracts},
journal = {J. Supercomput.},
volume = {76},
number = {7},
pages = {5057--5078},
year = {2020},
url = {https://doi.org/10.1007/s11227-019-02827-4},
doi = {10.1007/S11227-019-02827-4},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tjs/Lopez-GomezADFG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZikoDGA20,
author = {Imtiaz Masud Ziko and
Jose Dolz and
Eric Granger and
Ismail Ben Ayed},
title = {Laplacian Regularized Few-Shot Learning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {11660--11670},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/ziko20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/ZikoDGA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Nguyen-MeidineG20,
author = {Le Thanh Nguyen{-}Meidine and
Eric Granger and
Madhu Kiran and
Jose Dolz and
Louis{-}Antoine Blais{-}Morin},
title = {Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206989},
doi = {10.1109/IJCNN48605.2020.9206989},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Nguyen-MeidineG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BatesonKDLA20,
author = {Mathilde Bateson and
Hoel Kervadec and
Jose Dolz and
Herv{\'{e}} Lombaert and
Ismail Ben Ayed},
editor = {Anne L. Martel and
Purang Abolmaesumi and
Danail Stoyanov and
Diana Mateus and
Maria A. Zuluaga and
S. Kevin Zhou and
Daniel Racoceanu and
Leo Joskowicz},
title = {Source-Relaxed Domain Adaptation for Image Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12261},
pages = {490--499},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59710-8\_48},
doi = {10.1007/978-3-030-59710-8\_48},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/BatesonKDLA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GaldranDCLA20,
author = {Adrian Galdran and
Jose Dolz and
Hadi Chakor and
Herv{\'{e}} Lombaert and
Ismail Ben Ayed},
editor = {Anne L. Martel and
Purang Abolmaesumi and
Danail Stoyanov and
Diana Mateus and
Maria A. Zuluaga and
S. Kevin Zhou and
Daniel Racoceanu and
Leo Joskowicz},
title = {Cost-Sensitive Regularization for Diabetic Retinopathy Grading from
Eye Fundus Images},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12265},
pages = {665--674},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59722-1\_64},
doi = {10.1007/978-3-030-59722-1\_64},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/GaldranDCLA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/KervadecDWGA20,
author = {Hoel Kervadec and
Jose Dolz and
Shanshan Wang and
Eric Granger and
Ismail Ben Ayed},
editor = {Tal Arbel and
Ismail Ben Ayed and
Marleen de Bruijne and
Maxime Descoteaux and
Herv{\'{e}} Lombaert and
Christopher Pal},
title = {Bounding boxes for weakly supervised segmentation: Global constraints
get close to full supervision},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2020, 6-8 July 2020, Montr{\'{e}}al, QC, Canada},
series = {Proceedings of Machine Learning Research},
volume = {121},
pages = {365--381},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v121/kervadec20a.html},
timestamp = {Fri, 27 Nov 2020 12:58:38 +0100},
biburl = {https://dblp.org/rec/conf/midl/KervadecDWGA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/PichlerDAP20,
author = {Georg Pichler and
Jose Dolz and
Ismail Ben Ayed and
Pablo Piantanida},
editor = {Tal Arbel and
Ismail Ben Ayed and
Marleen de Bruijne and
Maxime Descoteaux and
Herv{\'{e}} Lombaert and
Christopher Pal},
title = {On Direct Distribution Matching for Adapting Segmentation Networks},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2020, 6-8 July 2020, Montr{\'{e}}al, QC, Canada},
series = {Proceedings of Machine Learning Research},
volume = {121},
pages = {624--637},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v121/pichler20a.html},
timestamp = {Fri, 27 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/PichlerDAP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BoudiafZRDPA20,
author = {Malik Boudiaf and
Imtiaz Masud Ziko and
J{\'{e}}r{\^{o}}me Rony and
Jose Dolz and
Pablo Piantanida and
Ismail Ben Ayed},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Information Maximization for Few-Shot Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/196f5641aa9dc87067da4ff90fd81e7b-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BoudiafZRDPA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-04052,
author = {Reza Azad and
Abdur R. Fayjie and
Claude Kauffmann and
Ismail Ben Ayed and
Marco Pedersoli and
Jose Dolz},
title = {On the Texture Bias for Few-Shot {CNN} Segmentation},
journal = {CoRR},
volume = {abs/2003.04052},
year = {2020},
url = {https://arxiv.org/abs/2003.04052},
eprinttype = {arXiv},
eprint = {2003.04052},
timestamp = {Fri, 18 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-04052.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-08462,
author = {Abdur R. Fayjie and
Reza Azad and
Marco Pedersoli and
Claude Kauffmann and
Ismail Ben Ayed and
Jose Dolz},
title = {Semi-supervised few-shot learning for medical image segmentation},
journal = {CoRR},
volume = {abs/2003.08462},
year = {2020},
url = {https://arxiv.org/abs/2003.08462},
eprinttype = {arXiv},
eprint = {2003.08462},
timestamp = {Fri, 18 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-08462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-03046,
author = {Sukesh Adiga V and
Jose Dolz and
Herve Lombaert},
title = {Manifold-driven Attention Maps for Weakly Supervised Segmentation},
journal = {CoRR},
volume = {abs/2004.03046},
year = {2020},
url = {https://arxiv.org/abs/2004.03046},
eprinttype = {arXiv},
eprint = {2004.03046},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-03046.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-06816,
author = {Hoel Kervadec and
Jose Dolz and
Shanshan Wang and
Eric Granger and
Ismail Ben Ayed},
title = {Bounding boxes for weakly supervised segmentation: Global constraints
get close to full supervision},
journal = {CoRR},
volume = {abs/2004.06816},
year = {2020},
url = {https://arxiv.org/abs/2004.06816},
eprinttype = {arXiv},
eprint = {2004.06816},
timestamp = {Tue, 21 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-06816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-03697,
author = {Mathilde Bateson and
Hoel Kervadec and
Jose Dolz and
Herve Lombaert and
Ismail Ben Ayed},
title = {Source-Relaxed Domain Adaptation for Image Segmentation},
journal = {CoRR},
volume = {abs/2005.03697},
year = {2020},
url = {https://arxiv.org/abs/2005.03697},
eprinttype = {arXiv},
eprint = {2005.03697},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-03697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-07839,
author = {Le Thanh Nguyen{-}Meidine and
Eric Granger and
Madhu Kiran and
Jose Dolz and
Louis{-}Antoine Blais{-}Morin},
title = {Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation},
journal = {CoRR},
volume = {abs/2005.07839},
year = {2020},
url = {https://arxiv.org/abs/2005.07839},
eprinttype = {arXiv},
eprint = {2005.07839},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-07839.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-15486,
author = {Imtiaz Masud Ziko and
Jose Dolz and
Eric Granger and
Ismail Ben Ayed},
title = {Laplacian Regularized Few-Shot Learning},
journal = {CoRR},
volume = {abs/2006.15486},
year = {2020},
url = {https://arxiv.org/abs/2006.15486},
eprinttype = {arXiv},
eprint = {2006.15486},
timestamp = {Wed, 01 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-15486.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07077,
author = {Le Thanh Nguyen{-}Meidine and
Atif Belal and
Madhu Kiran and
Jose Dolz and
Louis{-}Antoine Blais{-}Morin and
Eric Granger},
title = {Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation},
journal = {CoRR},
volume = {abs/2007.07077},
year = {2020},
url = {https://arxiv.org/abs/2007.07077},
eprinttype = {arXiv},
eprint = {2007.07077},
timestamp = {Fri, 22 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-07077.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-11297,
author = {Malik Boudiaf and
Imtiaz Masud Ziko and
J{\'{e}}r{\^{o}}me Rony and
Jos{\'{e}} Dolz and
Pablo Piantanida and
Ismail Ben Ayed},
title = {Transductive Information Maximization For Few-Shot Learning},
journal = {CoRR},
volume = {abs/2008.11297},
year = {2020},
url = {https://arxiv.org/abs/2008.11297},
eprinttype = {arXiv},
eprint = {2008.11297},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-11297.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-01907,
author = {Adrian Galdran and
Andr{\'{e}} Anjos and
Jos{\'{e}} Dolz and
Hadi Chakor and
Herv{\'{e}} Lombaert and
Ismail Ben Ayed},
title = {The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation
with Minimalistic Models},
journal = {CoRR},
volume = {abs/2009.01907},
year = {2020},
url = {https://arxiv.org/abs/2009.01907},
eprinttype = {arXiv},
eprint = {2009.01907},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-01907.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-00291,
author = {Adrian Galdran and
Jos{\'{e}} Dolz and
Hadi Chakor and
Herv{\'{e}} Lombaert and
Ismail Ben Ayed},
title = {Cost-Sensitive Regularization for Diabetic Retinopathy Grading from
Eye Fundus Images},
journal = {CoRR},
volume = {abs/2010.00291},
year = {2020},
url = {https://arxiv.org/abs/2010.00291},
eprinttype = {arXiv},
eprint = {2010.00291},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-00291.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-07221,
author = {Soufiane Belharbi and
J{\'{e}}r{\^{o}}me Rony and
Jose Dolz and
Ismail Ben Ayed and
Luke McCaffrey and
Eric Granger},
title = {Deep Interpretable Classification and Weakly-Supervised Segmentation
of Histology Images via Max-Min Uncertainty},
journal = {CoRR},
volume = {abs/2011.07221},
year = {2020},
url = {https://arxiv.org/abs/2011.07221},
eprinttype = {arXiv},
eprint = {2011.07221},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-07221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-12835,
author = {Bach Ngoc Kim and
Jose Dolz and
Christian Desrosiers and
Pierre{-}Marc Jodoin},
title = {Privacy Preserving for Medical Image Analysis via Non-Linear Deformation
Proxy},
journal = {CoRR},
volume = {abs/2011.12835},
year = {2020},
url = {https://arxiv.org/abs/2011.12835},
eprinttype = {arXiv},
eprint = {2011.12835},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-12835.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-13187,
author = {Ramon Ruiz{-}Dolz and
Stella Heras and
Jos{\'{e}} Alemany and
Ana Garc{\'{\i}}a{-}Fornes},
title = {Transformer-Based Models for Automatic Identification of Argument
Relations: {A} Cross-Domain Evaluation},
journal = {CoRR},
volume = {abs/2011.13187},
year = {2020},
url = {https://arxiv.org/abs/2011.13187},
eprinttype = {arXiv},
eprint = {2011.13187},
timestamp = {Tue, 01 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-13187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-06166,
author = {Malik Boudiaf and
Hoel Kervadec and
Imtiaz Masud Ziko and
Pablo Piantanida and
Ismail Ben Ayed and
Jose Dolz},
title = {Few-Shot Segmentation Without Meta-Learning: {A} Good Transductive
Inference Is All You Need?},
journal = {CoRR},
volume = {abs/2012.06166},
year = {2020},
url = {https://arxiv.org/abs/2012.06166},
eprinttype = {arXiv},
eprint = {2012.06166},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-06166.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-08051,
author = {Jose Dolz and
Christian Desrosiers and
Ismail Ben Ayed},
title = {Teach me to segment with mixed supervision: Confident students become
masters},
journal = {CoRR},
volume = {abs/2012.08051},
year = {2020},
url = {https://arxiv.org/abs/2012.08051},
eprinttype = {arXiv},
eprint = {2012.08051},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-08051.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/KervadecDTGBA19,
author = {Hoel Kervadec and
Jose Dolz and
Meng Tang and
Eric Granger and
Yuri Boykov and
Ismail Ben Ayed},
title = {Constrained-CNN losses for weakly supervised segmentation},
journal = {Medical Image Anal.},
volume = {54},
pages = {88--99},
year = {2019},
url = {https://doi.org/10.1016/j.media.2019.02.009},
doi = {10.1016/J.MEDIA.2019.02.009},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/KervadecDTGBA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pc/Lopez-GomezMADG19,
author = {Javier L{\'{o}}pez{-}G{\'{o}}mez and
Javier Fern{\'{a}}ndez Mu{\~{n}}oz and
David del Rio Astorga and
Manuel F. Dolz and
Jos{\'{e}} Daniel Garc{\'{\i}}a},
title = {Exploring stream parallel patterns in distributed {MPI} environments},
journal = {Parallel Comput.},
volume = {84},
pages = {24--36},
year = {2019},
url = {https://doi.org/10.1016/j.parco.2019.03.004},
doi = {10.1016/J.PARCO.2019.03.004},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pc/Lopez-GomezMADG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/DolzGYLDA19,
author = {Jose Dolz and
Karthik Gopinath and
Jing Yuan and
Herve Lombaert and
Christian Desrosiers and
Ismail Ben Ayed},
title = {HyperDense-Net: {A} Hyper-Densely Connected {CNN} for Multi-Modal
Image Segmentation},
journal = {{IEEE} Trans. Medical Imaging},
volume = {38},
number = {5},
pages = {1116--1126},
year = {2019},
url = {https://doi.org/10.1109/TMI.2018.2878669},
doi = {10.1109/TMI.2018.2878669},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/DolzGYLDA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/WangNLPDZWXWCTB19,
author = {Li Wang and
Dong Nie and
Guannan Li and
{\'{E}}lodie Puybareau and
Jose Dolz and
Qian Zhang and
Fan Wang and
Jing Xia and
Zhengwang Wu and
Jiawei Chen and
Kim{-}Han Thung and
Toan Duc Bui and
Jitae Shin and
Guodong Zeng and
Guoyan Zheng and
Vladimir S. Fonov and
Andrew Doyle and
Yongchao Xu and
Pim Moeskops and
Josien P. W. Pluim and
Christian Desrosiers and
Ismail Ben Ayed and
Gerard Sanroma and
Oualid M. Benkarim and
Adri{\`{a}} Casamitjana and
Ver{\'{o}}nica Vilaplana and
Weili Lin and
Gang Li and
Dinggang Shen},
title = {Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms:
The iSeg-2017 Challenge},
journal = {{IEEE} Trans. Medical Imaging},
volume = {38},
number = {9},
pages = {2219--2230},
year = {2019},
url = {https://doi.org/10.1109/TMI.2019.2901712},
doi = {10.1109/TMI.2019.2901712},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/WangNLPDZWXWCTB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/CastelloDQD19,
author = {Adri{\'{a}}n Castell{\'{o}} and
Manuel F. Dolz and
Enrique S. Quintana{-}Ort{\'{\i}} and
Jos{\'{e}} Duato},
title = {Theoretical Scalability Analysis of Distributed Deep Convolutional
Neural Networks},
booktitle = {19th {IEEE/ACM} International Symposium on Cluster, Cloud and Grid
Computing, {CCGRID} 2019, Larnaca, Cyprus, May 14-17, 2019},
pages = {534--541},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CCGRID.2019.00068},
doi = {10.1109/CCGRID.2019.00068},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccgrid/CastelloDQD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jurix/Ruiz-DolzAHG19,
author = {Ramon Ruiz{-}Dolz and
Jos{\'{e}} Alemany and
Stella Heras and
Ana Garc{\'{\i}}a{-}Fornes},
editor = {Grzegorz J. Nalepa and
Martin Atzmueller and
Michal Araszkiewicz and
Paulo Novais},
title = {Automatic Generation of Explanations to Prevent Privacy Violations},
booktitle = {Proceedings of the 2nd EXplainable {AI} in Law Workshop {(XAILA} 2019)
co-located with 32nd International Conference on Legal Knowledge and
Information Systems {(JURIX} 2019), Madrid, Spain, December 11, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2681},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2681/xaila2019-paper3.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:15 +0100},
biburl = {https://dblp.org/rec/conf/jurix/Ruiz-DolzAHG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/BatesonKDLA19,
author = {Mathilde Bateson and
Hoel Kervadec and
Jose Dolz and
Herv{\'{e}} Lombaert and
Ismail Ben Ayed},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {Constrained Domain Adaptation for Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11765},
pages = {326--334},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32245-8\_37},
doi = {10.1007/978-3-030-32245-8\_37},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/BatesonKDLA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/KervadecDGA19,
author = {Hoel Kervadec and
Jose Dolz and
{\'{E}}ric Granger and
Ismail Ben Ayed},
editor = {Dinggang Shen and
Tianming Liu and
Terry M. Peters and
Lawrence H. Staib and
Caroline Essert and
Sean Zhou and
Pew{-}Thian Yap and
Ali R. Khan},
title = {Curriculum Semi-supervised Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2019 - 22nd International Conference, Shenzhen, China, October 13-17,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11765},
pages = {568--576},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-32245-8\_63},
doi = {10.1007/978-3-030-32245-8\_63},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/KervadecDGA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/KervadecBDGDA19,
author = {Hoel Kervadec and
Jihene Bouchtiba and
Christian Desrosiers and
Eric Granger and
Jose Dolz and
Ismail Ben Ayed},
editor = {M. Jorge Cardoso and
Aasa Feragen and
Ben Glocker and
Ender Konukoglu and
Ipek Oguz and
Gozde B. Unal and
Tom Vercauteren},
title = {Boundary loss for highly unbalanced segmentation},
booktitle = {International Conference on Medical Imaging with Deep Learning, {MIDL}
2019, 8-10 July 2019, London, United Kingdom},
series = {Proceedings of Machine Learning Research},
volume = {102},
pages = {285--296},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v102/kervadec19a.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/midl/KervadecBDGDA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/persuasive/Ruiz-DolzHAG19,
author = {Ramon Ruiz{-}Dolz and
Stella Heras and
Jos{\'{e}} Alemany and
Ana Garc{\'{\i}}a{-}Fornes},
editor = {Floriana Grasso and
Nancy L. Green and
Jodi Schneider and
Simon Wells},
title = {Towards an Argumentation System for Assisting Users with Privacy Management
in Online Social Networks},
booktitle = {Proceedings of the 19th Workshop on Computational Models of Natural
Argument co-located with the 14th International Conference on Persuasive
Technology, CMNA@PERSUASIVE 2019, Limassol, Cyprus, April 9, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2346},
pages = {17--28},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2346/paper2.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:14 +0100},
biburl = {https://dblp.org/rec/conf/persuasive/Ruiz-DolzHAG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pvm/CastelloDQD19,
author = {Adri{\'{a}}n Castell{\'{o}} and
Manuel F. Dolz and
Enrique S. Quintana{-}Ort{\'{\i}} and
Jos{\'{e}} Duato},
editor = {Torsten Hoefler and
Jesper Larsson Tr{\"{a}}ff},
title = {Analysis of model parallelism for distributed neural networks},
booktitle = {Proceedings of the 26th European {MPI} Users' Group Meeting, EuroMPI
2019, Z{\"{u}}rich, Switzerland, September 11-13, 2019},
pages = {7:1--7:10},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3343211.3343218},
doi = {10.1145/3343211.3343218},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pvm/CastelloDQD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-02657,
author = {Georg Pichler and
Jose Dolz and
Ismail Ben Ayed and
Pablo Piantanida},
title = {On Direct Distribution Matching for Adapting Segmentation Networks},
journal = {CoRR},
volume = {abs/1904.02657},
year = {2019},
url = {http://arxiv.org/abs/1904.02657},
eprinttype = {arXiv},
eprint = {1904.02657},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-02657.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-04205,
author = {Hoel Kervadec and
Jose Dolz and
Jing Yuan and
Christian Desrosiers and
Eric Granger and
Ismail Ben Ayed},
title = {Log-barrier constrained CNNs},
journal = {CoRR},
volume = {abs/1904.04205},
year = {2019},
url = {http://arxiv.org/abs/1904.04205},
eprinttype = {arXiv},
eprint = {1904.04205},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-04205.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-05236,
author = {Hoel Kervadec and
Jose Dolz and
Eric Granger and
Ismail Ben Ayed},
title = {Curriculum semi-supervised segmentation},
journal = {CoRR},
volume = {abs/1904.05236},
year = {2019},
url = {http://arxiv.org/abs/1904.05236},
eprinttype = {arXiv},
eprint = {1904.05236},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-05236.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-02849,
author = {Ashish Sinha and
Jose Dolz},
title = {Multi-scale guided attention for medical image segmentation},
journal = {CoRR},
volume = {abs/1906.02849},
year = {2019},
url = {http://arxiv.org/abs/1906.02849},
eprinttype = {arXiv},
eprint = {1906.02849},
timestamp = {Fri, 14 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-02849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-12934,
author = {Soufiane Belharbi and
J{\'{e}}r{\^{o}}me Rony and
Jose Dolz and
Ismail Ben Ayed and
Luke McCaffrey and
Eric Granger},
title = {Weakly Supervised Object Localization using Min-Max Entropy: an Interpretable
Framework},
journal = {CoRR},
volume = {abs/1907.12934},
year = {2019},
url = {http://arxiv.org/abs/1907.12934},
eprinttype = {arXiv},
eprint = {1907.12934},
timestamp = {Fri, 02 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-12934.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-02996,
author = {Mathilde Bateson and
Jose Dolz and
Hoel Kervadec and
Herv{\'{e}} Lombaert and
Ismail Ben Ayed},
title = {Constrained domain adaptation for segmentation},
journal = {CoRR},
volume = {abs/1908.02996},
year = {2019},
url = {http://arxiv.org/abs/1908.02996},
eprinttype = {arXiv},
eprint = {1908.02996},
timestamp = {Fri, 09 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-02996.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-05770,
author = {Jizong Peng and
Hoel Kervadec and
Jose Dolz and
Ismail Ben Ayed and
Marco Pedersoli and
Christian Desrosiers},
title = {Discretely-constrained deep network for weakly supervised segmentation},
journal = {CoRR},
volume = {abs/1908.05770},
year = {2019},
url = {http://arxiv.org/abs/1908.05770},
eprinttype = {arXiv},
eprint = {1908.05770},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-05770.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-11569,
author = {Arnab Kumar Mondal and
Aniket Agarwal and
Jose Dolz and
Christian Desrosiers},
title = {Revisiting CycleGAN for semi-supervised segmentation},
journal = {CoRR},
volume = {abs/1908.11569},
year = {2019},
url = {http://arxiv.org/abs/1908.11569},
eprinttype = {arXiv},
eprint = {1908.11569},
timestamp = {Wed, 04 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-11569.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-03354,
author = {J{\'{e}}r{\^{o}}me Rony and
Soufiane Belharbi and
Jose Dolz and
Ismail Ben Ayed and
Luke McCaffrey and
Eric Granger},
title = {Deep weakly-supervised learning methods for classification and localization
in histology images: a survey},
journal = {CoRR},
volume = {abs/1909.03354},
year = {2019},
url = {http://arxiv.org/abs/1909.03354},
eprinttype = {arXiv},
eprint = {1909.03354},
timestamp = {Tue, 17 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-03354.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-04087,
author = {Bach Ngoc Kim and
Christian Desrosiers and
Jose Dolz and
Pierre{-}Marc Jodoin},
title = {Privacy-Net: An Adversarial Approach For Identity-obfuscated Segmentation},
journal = {CoRR},
volume = {abs/1909.04087},
year = {2019},
url = {http://arxiv.org/abs/1909.04087},
eprinttype = {arXiv},
eprint = {1909.04087},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-04087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/DolzAFGC18,
author = {Manuel F. Dolz and
David del Rio Astorga and
Javier Fern{\'{a}}ndez and
Jos{\'{e}} Daniel Garc{\'{\i}}a and
Jes{\'{u}}s Carretero},
title = {Towards Automatic Parallelization of Stream Processing Applications},
journal = {{IEEE} Access},
volume = {6},
pages = {39944--39961},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2855064},
doi = {10.1109/ACCESS.2018.2855064},
timestamp = {Wed, 31 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/DolzAFGC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/AstorgaDFG18,
author = {David del Rio Astorga and
Manuel F. Dolz and
Javier Fern{\'{a}}ndez and
Jos{\'{e}} Daniel Garc{\'{\i}}a},
title = {Paving the way towards high-level parallel pattern interfaces for
data stream processing},
journal = {Future Gener. Comput. Syst.},
volume = {87},
pages = {228--241},
year = {2018},
url = {https://doi.org/10.1016/j.future.2018.05.011},
doi = {10.1016/J.FUTURE.2018.05.011},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/AstorgaDFG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhpca/AstorgaDSFG18,
author = {David del Rio Astorga and
Manuel F. Dolz and
Luis Miguel S{\'{a}}nchez and
Javier Fern{\'{a}}ndez and
Jos{\'{e}} Daniel Garc{\'{\i}}a},
title = {An adaptive offline implementation selector for heterogeneous parallel
platforms},
journal = {Int. J. High Perform. Comput. Appl.},
volume = {32},
number = {6},
year = {2018},
url = {https://doi.org/10.1177/1094342017698746},
doi = {10.1177/1094342017698746},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijhpca/AstorgaDSFG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijhpca/AstorgaDSGDT18,
author = {David del Rio Astorga and
Manuel F. Dolz and
Luis Miguel S{\'{a}}nchez and
Jos{\'{e}} Daniel Garc{\'{\i}}a and
Marco Danelutto and
Massimo Torquati},
title = {Finding parallel patterns through static analysis in {C++} applications},
journal = {Int. J. High Perform. Comput. Appl.},
volume = {32},
number = {6},
year = {2018},
url = {https://doi.org/10.1177/1094342017695639},
doi = {10.1177/1094342017695639},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijhpca/AstorgaDSGDT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/CarassCHHRGBDAD18,
author = {Aaron Carass and
Jennifer L. Cuzzocreo and
Shuo Han and
Carlos R. Hernandez{-}Castillo and
Paul E. Rasser and
Melanie Ganz and
Vincent Beliveau and
Jose Dolz and
Ismail Ben Ayed and
Christian Desrosiers and
Benjamin Thyreau and
Jos{\'{e}} E. Romero and
Pierrick Coup{\'{e}} and
Jos{\'{e}} V. Manj{\'{o}}n and
Vladimir S. Fonov and
D. Louis Collins and
Sarah H. Ying and
Chiadi U. Onyike and
Jerry L. Prince},
title = {Comparing fully automated state-of-the-art cerebellum parcellation
from magnetic resonance images},
journal = {NeuroImage},
volume = {183},
pages = {150--172},
year = {2018},
url = {https://doi.org/10.1016/j.neuroimage.2018.08.003},
doi = {10.1016/J.NEUROIMAGE.2018.08.003},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/CarassCHHRGBDAD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/DolzDA18,
author = {Jose Dolz and
Christian Desrosiers and
Ismail Ben Ayed},
title = {3D fully convolutional networks for subcortical segmentation in {MRI:}
{A} large-scale study},
journal = {NeuroImage},
volume = {170},
pages = {456--470},
year = {2018},
url = {https://doi.org/10.1016/j.neuroimage.2017.04.039},
doi = {10.1016/J.NEUROIMAGE.2017.04.039},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/DolzDA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/GuptaACDP18,
author = {Aarush Gupta and
Dakshit Agrawal and
Hardik Chauhan and
Jose Dolz and
Marco Pedersoli},
editor = {Sidney K. D'Mello and
Panayiotis G. Georgiou and
Stefan Scherer and
Emily Mower Provost and
Mohammad Soleymani and
Marcelo Worsley},
title = {An Attention Model for Group-Level Emotion Recognition},
booktitle = {Proceedings of the 2018 on International Conference on Multimodal
Interaction, {ICMI} 2018, Boulder, CO, USA, October 16-20, 2018},
pages = {611--615},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3242969.3264985},
doi = {10.1145/3242969.3264985},
timestamp = {Tue, 15 Oct 2019 08:40:00 +0200},
biburl = {https://dblp.org/rec/conf/icmi/GuptaACDP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/DolzAYD18,
author = {Jose Dolz and
Ismail Ben Ayed and
Jing Yuan and
Christian Desrosiers},
title = {Isointense infant brain segmentation with a hyper-dense connected
convolutional neural network},
booktitle = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2018, Washington, DC, USA, April 4-7, 2018},
pages = {616--620},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISBI.2018.8363651},
doi = {10.1109/ISBI.2018.8363651},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/DolzAYD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DolzAD18,
author = {Jose Dolz and
Ismail Ben Ayed and
Christian Desrosiers},
editor = {Alessandro Crimi and
Spyridon Bakas and
Hugo J. Kuijf and
Farahani Keyvan and
Mauricio Reyes and
Theo van Walsum},
title = {Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in
Multiple Image Modalities},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11383},
pages = {271--282},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-11723-8\_27},
doi = {10.1007/978-3-030-11723-8\_27},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/miccai/DolzAD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DolzDA18,
author = {Jose Dolz and
Christian Desrosiers and
Ismail Ben Ayed},
editor = {Guoyan Zheng and
Daniel L. Belavy and
Yunliang Cai and
Shuo Li},
title = {IVD-Net: Intervertebral Disc Localization and Segmentation in {MRI}
with a Multi-modal UNet},
booktitle = {Computational Methods and Clinical Applications for Spine Imaging
- 5th International Workshop and Challenge, {CSI} 2018, Held in Conjunction
with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {11397},
pages = {130--143},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13736-6\_11},
doi = {10.1007/978-3-030-13736-6\_11},
timestamp = {Wed, 02 Aug 2023 09:02:08 +0200},
biburl = {https://dblp.org/rec/conf/miccai/DolzDA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pdp/0001AD0AG18,
author = {Placido Fern{\'{a}}ndez and
David del Rio Astorga and
Manuel F. Dolz and
Javier Fern{\'{a}}ndez and
Omar Awile and
Jos{\'{e}} Daniel Garc{\'{\i}}a},
editor = {Ivan Merelli and
Pietro Li{\`{o}} and
Igor V. Kotenko},
title = {Parallelizing and Optimizing LHCb-Kalman for Intel Xeon Phi {KNL}
Processors},
booktitle = {26th Euromicro International Conference on Parallel, Distributed and
Network-based Processing, {PDP} 2018, Cambridge, United Kingdom, March
21-23, 2018},
pages = {741--750},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/PDP2018.2018.00121},
doi = {10.1109/PDP2018.2018.00121},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pdp/0001AD0AG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pvm/MunozDACG18,
author = {Javier Fern{\'{a}}ndez Mu{\~{n}}oz and
Manuel F. Dolz and
David del Rio Astorga and
Javier Prieto Cepeda and
Jos{\'{e}} Daniel Garc{\'{\i}}a},
title = {Supporting MPI-distributed stream parallel patterns in GrPPI},
booktitle = {Proceedings of the 25th European {MPI} Users' Group Meeting, Barcelona,
Spain, September 23-26, 2018},
pages = {17:1--17:10},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3236367.3236380},
doi = {10.1145/3236367.3236380},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pvm/MunozDACG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-02967,
author = {Jose Dolz and
Karthik Gopinath and
Jing Yuan and
Herve Lombaert and
Christian Desrosiers and
Ismail Ben Ayed},
title = {HyperDense-Net: {A} hyper-densely connected {CNN} for multi-modal
image segmentation},
journal = {CoRR},
volume = {abs/1804.02967},
year = {2018},
url = {http://arxiv.org/abs/1804.02967},
eprinttype = {arXiv},
eprint = {1804.02967},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-02967.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-04628,
author = {Hoel Kervadec and
Jose Dolz and
Meng Tang and
Eric Granger and
Yuri Boykov and
Ismail Ben Ayed},
title = {Constrained-CNN losses forweakly supervised segmentation},
journal = {CoRR},
volume = {abs/1805.04628},
year = {2018},
url = {http://arxiv.org/abs/1805.04628},
eprinttype = {arXiv},
eprint = {1805.04628},
timestamp = {Mon, 09 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-04628.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-10720,
author = {Jose Dolz and
Xiaopan Xu and
J{\'{e}}r{\^{o}}me Rony and
Jing Yuan and
Yang Liu and
Eric Granger and
Christian Desrosiers and
Xi Zhang and
Ismail Ben Ayed and
Hongbing Lu},
title = {Multi-region segmentation of bladder cancer structures in {MRI} with
progressive dilated convolutional networks},
journal = {CoRR},
volume = {abs/1805.10720},
year = {2018},
url = {http://arxiv.org/abs/1805.10720},
eprinttype = {arXiv},
eprint = {1805.10720},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-10720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03380,
author = {Aarush Gupta and
Dakshit Agrawal and
Hardik Chauhan and
Jose Dolz and
Marco Pedersoli},
title = {An Attention Model for group-level emotion recognition},
journal = {CoRR},
volume = {abs/1807.03380},
year = {2018},
url = {http://arxiv.org/abs/1807.03380},
eprinttype = {arXiv},
eprint = {1807.03380},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-03380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-07003,
author = {Jose Dolz and
Ismail Ben Ayed and
Christian Desrosiers},
title = {Dense Multi-path U-Net for Ischemic Stroke Lesion Segmentation in
Multiple Image Modalities},
journal = {CoRR},
volume = {abs/1810.07003},
year = {2018},
url = {http://arxiv.org/abs/1810.07003},
eprinttype = {arXiv},
eprint = {1810.07003},
timestamp = {Tue, 30 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-07003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-12241,
author = {Arnab Kumar Mondal and
Jose Dolz and
Christian Desrosiers},
title = {Few-shot 3D Multi-modal Medical Image Segmentation using Generative
Adversarial Learning},
journal = {CoRR},
volume = {abs/1810.12241},
year = {2018},
url = {http://arxiv.org/abs/1810.12241},
eprinttype = {arXiv},
eprint = {1810.12241},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-12241.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-08305,
author = {Jose Dolz and
Christian Desrosiers and
Ismail Ben Ayed},
title = {IVD-Net: Intervertebral disc localization and segmentation in {MRI}
with a multi-modal UNet},
journal = {CoRR},
volume = {abs/1811.08305},
year = {2018},
url = {http://arxiv.org/abs/1811.08305},
eprinttype = {arXiv},
eprint = {1811.08305},
timestamp = {Mon, 26 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-08305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07032,
author = {Hoel Kervadec and
Jihene Bouchtiba and
Christian Desrosiers and
Eric Granger and
Jose Dolz and
Ismail Ben Ayed},
title = {Boundary loss for highly unbalanced segmentation},
journal = {CoRR},
volume = {abs/1812.07032},
year = {2018},
url = {http://arxiv.org/abs/1812.07032},
eprinttype = {arXiv},
eprint = {1812.07032},
timestamp = {Mon, 19 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/AstorgaD0G17,
author = {David del Rio Astorga and
Manuel F. Dolz and
Javier Fern{\'{a}}ndez and
Jos{\'{e}} Daniel Garc{\'{\i}}a},
title = {A generic parallel pattern interface for stream and data processing},
journal = {Concurr. Comput. Pract. Exp.},
volume = {29},
number = {24},
year = {2017},
url = {https://doi.org/10.1002/cpe.4175},
doi = {10.1002/CPE.4175},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/concurrency/AstorgaD0G17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/DolzAFTGCD17,
author = {Manuel F. Dolz and
David del Rio Astorga and
Javier Fern{\'{a}}ndez and
Massimo Torquati and
Jos{\'{e}} Daniel Garc{\'{\i}}a and
F{\'{e}}lix Garc{\'{\i}}a Carballeira and
Marco Danelutto},
title = {Enabling semantics to improve detection of data races and misuses
of lock-free data structures},
journal = {Concurr. Comput. Pract. Exp.},
volume = {29},
number = {15},
year = {2017},
url = {https://doi.org/10.1002/cpe.4114},
doi = {10.1002/CPE.4114},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/concurrency/DolzAFTGCD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tjs/AliagaBCDQ17,
author = {Jos{\'{e}} Ignacio Aliaga and
Maria Barreda and
M. Asunci{\'{o}}n Casta{\~{n}}o and
Manuel F. Dolz and
Enrique S. Quintana{-}Ort{\'{\i}}},
title = {Adapting concurrency throttling and voltage-frequency scaling for
dense eigensolvers},
journal = {J. Supercomput.},
volume = {73},
number = {1},
pages = {29--43},
year = {2017},
url = {https://doi.org/10.1007/s11227-015-1600-z},
doi = {10.1007/S11227-015-1600-Z},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tjs/AliagaBCDQ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/DolzAD17,
author = {Jose Dolz and
Ismail Ben Ayed and
Christian Desrosiers},
title = {{DOPE:} Distributed Optimization for Pairwise Energies},
booktitle = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
pages = {4095--4104},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.ieeecomputersociety.org/10.1109/CVPR.2017.436},
doi = {10.1109/CVPR.2017.436},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/DolzAD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/AstorgaDFG17,
author = {David del Rio Astorga and
Manuel F. Dolz and
Javier Fern{\'{a}}ndez and
Jos{\'{e}} Daniel Garc{\'{\i}}a},
editor = {Dora Blanco Heras and
Luc Boug{\'{e}} and
Gabriele Mencagli and
Emmanuel Jeannot and
Rizos Sakellariou and
Rosa M. Badia and
Jorge G. Barbosa and
Laura Ricci and
Stephen L. Scott and
Stefan Lankes and
Josef Weidendorfer},
title = {Supporting Advanced Patterns in GrPPI, a Generic Parallel Pattern
Interface},
booktitle = {Euro-Par 2017: Parallel Processing Workshops - Euro-Par 2017 International
Workshops, Santiago de Compostela, Spain, August 28-29, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10659},
pages = {55--67},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-75178-8\_5},
doi = {10.1007/978-3-319-75178-8\_5},
timestamp = {Thu, 14 Oct 2021 10:28:38 +0200},
biburl = {https://dblp.org/rec/conf/europar/AstorgaDFG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/0001CADG17,
author = {Javier Fern{\'{a}}ndez and
Andr{\'{e}}s S{\'{a}}nchez Cuadrado and
David del Rio Astorga and
Manuel F. Dolz and
Jos{\'{e}} Daniel Garc{\'{\i}}a},
editor = {Shadi Ibrahim and
Kim{-}Kwang Raymond Choo and
Zheng Yan and
Witold Pedrycz},
title = {Probabilistic-Based Selection of Alternate Implementations for Heterogeneous
Platforms},
booktitle = {Algorithms and Architectures for Parallel Processing - 17th International
Conference, {ICA3PP} 2017, Helsinki, Finland, August 21-23, 2017,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10393},
pages = {749--758},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-65482-9\_60},
doi = {10.1007/978-3-319-65482-9\_60},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ica3pp/0001CADG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DolzAD17,
author = {Jose Dolz and
Ismail Ben Ayed and
Christian Desrosiers},
editor = {Maxime Descoteaux and
Lena Maier{-}Hein and
Alfred M. Franz and
Pierre Jannin and
D. Louis Collins and
Simon Duchesne},
title = {Unbiased Shape Compactness for Segmentation},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2017 - 20th International Conference, Quebec City, QC, Canada, September
11-13, 2017, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10433},
pages = {755--763},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66182-7\_86},
doi = {10.1007/978-3-319-66182-7\_86},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/miccai/DolzAD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DolzAD17,
author = {Jose Dolz and
Ismail Ben Ayed and
Christian Desrosiers},
title = {{DOPE:} Distributed Optimization for Pairwise Energies},
journal = {CoRR},
volume = {abs/1704.03116},
year = {2017},
url = {http://arxiv.org/abs/1704.03116},
eprinttype = {arXiv},
eprint = {1704.03116},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DolzAD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DolzAD17a,
author = {Jose Dolz and
Ismail Ben Ayed and
Christian Desrosiers},
title = {Unbiased Shape Compactness for Segmentation},
journal = {CoRR},
volume = {abs/1704.08908},
year = {2017},
url = {http://arxiv.org/abs/1704.08908},
eprinttype = {arXiv},
eprint = {1704.08908},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DolzAD17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DolzRBKQMV17,
author = {Jose Dolz and
Nicolas Reyns and
Nacim Betrouni and
Dris Kharroubi and
Mathilde Quidet and
Laurent Massoptier and
Maximilien Vermandel},
title = {A deep learning classification scheme based on augmented-enhanced
features to segment organs at risk on the optic region in brain cancer
patients},
journal = {CoRR},
volume = {abs/1703.10480},
year = {2017},
url = {http://arxiv.org/abs/1703.10480},
eprinttype = {arXiv},
eprint = {1703.10480},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DolzRBKQMV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FechterABADD17,
author = {Tobias Fechter and
Sonja Adebahr and
Dimos Baltas and
Ismail Ben Ayed and
Christian Desrosiers and
Jose Dolz},
title = {A 3D fully convolutional neural network and a random walker to segment
the esophagus in {CT}},
journal = {CoRR},
volume = {abs/1704.06544},
year = {2017},
url = {http://arxiv.org/abs/1704.06544},
eprinttype = {arXiv},
eprint = {1704.06544},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FechterABADD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-05956,
author = {Jose Dolz and
Ismail Ben Ayed and
Jing Yuan and
Christian Desrosiers},
title = {HyperDense-Net: {A} hyper-densely connected {CNN} for multi-modal
image semantic segmentation},
journal = {CoRR},
volume = {abs/1710.05956},
year = {2017},
url = {http://arxiv.org/abs/1710.05956},
eprinttype = {arXiv},
eprint = {1710.05956},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-05956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-05319,
author = {Jose Dolz and
Christian Desrosiers and
Li Wang and
Jing Yuan and
Dinggang Shen and
Ismail Ben Ayed},
title = {Deep {CNN} ensembles and suggestive annotations for infant brain {MRI}
segmentation},
journal = {CoRR},
volume = {abs/1712.05319},
year = {2017},
url = {http://arxiv.org/abs/1712.05319},
eprinttype = {arXiv},
eprint = {1712.05319},
timestamp = {Fri, 16 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-05319.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/DolzLKLRMV16,
author = {Jose Dolz and
Anne Laprie and
Sol{\'{e}}akh{\'{e}}na Ken and
Henri{-}Arthur Leroy and
Nicolas Reyns and
Laurent Massoptier and
Maximilien Vermandel},
title = {Supervised machine learning-based classification scheme to segment
the brainstem on {MRI} in multicenter brain tumor treatment context},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {11},
number = {1},
pages = {43--51},
year = {2016},
url = {https://doi.org/10.1007/s11548-015-1266-2},
doi = {10.1007/S11548-015-1266-2},
timestamp = {Thu, 11 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/DolzLKLRMV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/DolzBQKLRMV16,
author = {Jose Dolz and
Nacim Betrouni and
Mathilde Quidet and
Dris Kharroubi and
Henri{-}Arthur Leroy and
Nicolas Reyns and
Laurent Massoptier and
Maximilien Vermandel},
title = {Stacking denoising auto-encoders in a deep network to segment the
brainstem on {MRI} in brain cancer patients: {A} clinical study},
journal = {Comput. Medical Imaging Graph.},
volume = {52},
pages = {8--18},
year = {2016},
url = {https://doi.org/10.1016/j.compmedimag.2016.03.003},
doi = {10.1016/J.COMPMEDIMAG.2016.03.003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmig/DolzBQKLRMV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/RamkumarDKASNMV16,
author = {Anjana Ramkumar and
Jose Dolz and
Hortense A. Kirisli and
Sonja Adebahr and
Tanja Schimek{-}Jasch and
Ursula Nestle and
Laurent Massoptier and
Edit Varga and
Pieter Jan Stappers and
Wiro J. Niessen and
Yu Song},
title = {User Interaction in Semi-Automatic Segmentation of Organs at Risk:
a Case Study in Radiotherapy},
journal = {J. Digit. Imaging},
volume = {29},
number = {2},
pages = {264--277},
year = {2016},
url = {https://doi.org/10.1007/s10278-015-9839-8},
doi = {10.1007/S10278-015-9839-8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/RamkumarDKASNMV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/AstorgaDSBG16,
author = {David del Rio Astorga and
Manuel F. Dolz and
Luis Miguel S{\'{a}}nchez and
Javier Garc{\'{\i}}a Blas and
Jos{\'{e}} Daniel Garc{\'{\i}}a},
editor = {Jes{\'{u}}s Carretero and
Javier Garc{\'{\i}}a Blas and
Ryan K. L. Ko and
Peter Mueller and
Koji Nakano},
title = {A {C++} Generic Parallel Pattern Interface for Stream Processing},
booktitle = {Algorithms and Architectures for Parallel Processing - 16th International
Conference, {ICA3PP} 2016, Granada, Spain, December 14-16, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10048},
pages = {74--87},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-49583-5\_5},
doi = {10.1007/978-3-319-49583-5\_5},
timestamp = {Sun, 04 Aug 2024 19:43:02 +0200},
biburl = {https://dblp.org/rec/conf/ica3pp/AstorgaDSBG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/BlasDGCDAC16,
author = {Javier Garc{\'{\i}}a Blas and
Manuel F. Dolz and
Jos{\'{e}} Daniel Garc{\'{\i}}a and
Jes{\'{u}}s Carretero and
Alessandro Daducci and
Yasser Alem{\'{a}}n{-}G{\'{o}}mez and
Erick Jorge Canales{-}Rodr{\'{\i}}guez},
editor = {Jes{\'{u}}s Carretero and
Javier Garc{\'{\i}}a Blas and
Ryan K. L. Ko and
Peter Mueller and
Koji Nakano},
title = {Porting Matlab Applications to High-Performance {C++} Codes: CPU/GPU-Accelerated
Spherical Deconvolution of Diffusion {MRI} Data},
booktitle = {Algorithms and Architectures for Parallel Processing - 16th International
Conference, {ICA3PP} 2016, Granada, Spain, December 14-16, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10048},
pages = {630--643},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-49583-5\_49},
doi = {10.1007/978-3-319-49583-5\_49},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ica3pp/BlasDGCDAC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppopp/AstorgaDSG16,
author = {David del Rio Astorga and
Manuel F. Dolz and
Luis Miguel S{\'{a}}nchez and
Jos{\'{e}} Daniel Garc{\'{\i}}a},
editor = {Pavan Balaji and
Kai{-}Cheung Leung},
title = {Discovering Pipeline Parallel Patterns in Sequential Legacy {C++}
Codes},
booktitle = {Proceedings of the 7th International Workshop on Programming Models
and Applications for Multicores and Manycores, PMAM@PPoPP 2016, Barcelona,
Spain, March 12-16, 2016},
pages = {11--19},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2883404.2883411},
doi = {10.1145/2883404.2883411},
timestamp = {Sun, 12 Jun 2022 19:46:08 +0200},
biburl = {https://dblp.org/rec/conf/ppopp/AstorgaDSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppopp/DolzAFGCDT16,
author = {Manuel F. Dolz and
David del Rio Astorga and
Javier Fern{\'{a}}ndez and
Jos{\'{e}} Daniel Garc{\'{\i}}a and
F{\'{e}}lix Garc{\'{\i}}a Carballeira and
Marco Danelutto and
Massimo Torquati},
editor = {Pavan Balaji and
Kai{-}Cheung Leung},
title = {Embedding Semantics of the Single-Producer/Single-Consumer Lock-Free
Queue into a Race Detection Tool},
booktitle = {Proceedings of the 7th International Workshop on Programming Models
and Applications for Multicores and Manycores, PMAM@PPoPP 2016, Barcelona,
Spain, March 12-16, 2016},
pages = {20--29},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2883404.2883406},
doi = {10.1145/2883404.2883406},
timestamp = {Sun, 12 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppopp/DolzAFGCDT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DolzDA16,
author = {Jose Dolz and
Christian Desrosiers and
Ismail Ben Ayed},
title = {3D fully convolutional networks for subcortical segmentation in {MRI:}
{A} large-scale study},
journal = {CoRR},
volume = {abs/1612.03925},
year = {2016},
url = {http://arxiv.org/abs/1612.03925},
eprinttype = {arXiv},
eprint = {1612.03925},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DolzDA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ife/AliagaBDQ15,
author = {Jos{\'{e}} Ignacio Aliaga and
Maria Barreda and
Manuel F. Dolz and
Enrique S. Quintana{-}Ort{\'{\i}}},
title = {Are our dense linear algebra libraries energy-friendly?},
journal = {Comput. Sci. Res. Dev.},
volume = {30},
number = {2},
pages = {187--196},
year = {2015},
url = {https://doi.org/10.1007/s00450-014-0263-y},
doi = {10.1007/S00450-014-0263-Y},
timestamp = {Wed, 04 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ife/AliagaBDQ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ife/CharlesSDC15,
author = {Joseph Charles and
William B. Sawyer and
Manuel F. Dolz and
Sandra Catal{\'{a}}n},
title = {Evaluating the performance and energy efficiency of the {COSMO-ART}
model system},
journal = {Comput. Sci. Res. Dev.},
volume = {30},
number = {2},
pages = {177--186},
year = {2015},
url = {https://doi.org/10.1007/s00450-014-0267-7},
doi = {10.1007/S00450-014-0267-7},
timestamp = {Wed, 04 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ife/CharlesSDC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/Marti-CardonaLD15,
author = {Bel{\'{e}}n Mart{\'{\i}}{-}Cardona and
Carlos L{\'{o}}pez{-}Mart{\'{\i}}nez and
Josep Dolz{-}Ripoll{\'{e}}s},
title = {Local Isotropy Indicator for {SAR} Image Filtering: Application to
Envisat/ASAR Images of the Do{\~{n}}ana Wetland (November 2014)},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {8},
number = {4},
pages = {1614--1622},
year = {2015},
url = {https://doi.org/10.1109/JSTARS.2014.2369133},
doi = {10.1109/JSTARS.2014.2369133},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/Marti-CardonaLD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/DolzLRMV15,
author = {Jose Dolz and
Henri{-}Arthur Leroy and
Nicolas Reyns and
Laurent Massoptier and
Maximilien Vermandel},
title = {A fast and fully automated approach to segment optic nerves on {MRI}
and its application to radiosurgery},
booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2015, Brooklyn, NY, USA, April 16-19, 2015},
pages = {1102--1105},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISBI.2015.7164064},
doi = {10.1109/ISBI.2015.7164064},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/DolzLRMV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cluster/AliagaBDMMQ14,
author = {Jos{\'{e}} Ignacio Aliaga and
Maria Barreda and
Manuel F. Dolz and
Alberto F. Mart{\'{\i}}n and
Rafael Mayo and
Enrique S. Quintana{-}Ort{\'{\i}}},
title = {Assessing the impact of the {CPU} power-saving modes on the task-parallel
solution of sparse linear systems},
journal = {Clust. Comput.},
volume = {17},
number = {4},
pages = {1335--1348},
year = {2014},
url = {https://doi.org/10.1007/s10586-014-0402-z},
doi = {10.1007/S10586-014-0402-Z},
timestamp = {Thu, 24 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cluster/AliagaBDMMQ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/Ramos-FuertesMB14,
author = {Ana{\"{\i}}s Ramos{-}Fuertes and
Bel{\'{e}}n Mart{\'{\i}}{-}Cardona and
Ernest Blad{\'{e}} and
Josep Dolz},
title = {Envisat/ASAR Images for the Calibration of Wind Drag Action in the
Do{\~{n}}ana Wetlands 2D Hydrodynamic Model},
journal = {Remote. Sens.},
volume = {6},
number = {1},
pages = {379--406},
year = {2014},
url = {https://doi.org/10.3390/rs6010379},
doi = {10.3390/RS6010379},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/Ramos-FuertesMB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/DolzKVM14,
author = {Jose Dolz and
Hortense A. Kirisli and
Romain Viard and
Laurent Massoptier},
editor = {S{\'{e}}bastien Ourselin and
Martin A. Styner},
title = {Interactive approach to segment organs at risk in radiotherapy treatment
planning},
booktitle = {Medical Imaging 2014: Image Processing, San Diego, California, USA,
February 16-18, 2014},
series = {{SPIE} Proceedings},
volume = {9034},
pages = {90343S},
publisher = {{SPIE}},
year = {2014},
url = {https://doi.org/10.1117/12.2042766},
doi = {10.1117/12.2042766},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/DolzKVM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/DolzKVM14a,
author = {Jose Dolz and
Hortense A. Kirisli and
Romain Viard and
Laurent Massoptier},
editor = {S{\'{e}}bastien Ourselin and
Martin A. Styner},
title = {Combining watershed and graph cuts methods to segment organs at risk
in radiotherapy},
booktitle = {Medical Imaging 2014: Image Processing, San Diego, California, USA,
February 16-18, 2014},
series = {{SPIE} Proceedings},
volume = {9034},
pages = {90343Z},
publisher = {{SPIE}},
year = {2014},
url = {https://doi.org/10.1117/12.2042768},
doi = {10.1117/12.2042768},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/DolzKVM14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mcm/OlmedaDAR13,
author = {Pablo Olmeda and
Vicente Dolz and
Francisco Jos{\'{e}} Arnau and
Miguel Angel Reyes{-}Belmonte},
title = {Determination of heat flows inside turbochargers by means of a one
dimensional lumped model},
journal = {Math. Comput. Model.},
volume = {57},
number = {7-8},
pages = {1847--1852},
year = {2013},
url = {https://doi.org/10.1016/j.mcm.2011.11.078},
doi = {10.1016/J.MCM.2011.11.078},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mcm/OlmedaDAR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictglow/AliagaDMMQ12,
author = {Jos{\'{e}} Ignacio Aliaga and
Manuel F. Dolz and
Alberto F. Mart{\'{\i}}n and
Rafael Mayo and
Enrique S. Quintana{-}Ort{\'{\i}}},
editor = {Axel Auweter and
Dieter Kranzlm{\"{u}}ller and
Amirreza Tahamtan and
A Min Tjoa},
title = {Leveraging Task-Parallelism in Energy-Efficient {ILU} Preconditioners},
booktitle = {{ICT} as Key Technology against Global Warming - Second International
Conference, {ICT-GLOW} 2012, Vienna, Austria, September 6, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7453},
pages = {55--63},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32606-6\_5},
doi = {10.1007/978-3-642-32606-6\_5},
timestamp = {Thu, 24 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ictglow/AliagaDMMQ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/Marti-CardonaLD12,
author = {Bel{\'{e}}n Mart{\'{\i}}{-}Cardona and
Carlos L{\'{o}}pez{-}Mart{\'{\i}}nez and
Josep Dolz{-}Ripoll{\'{e}}s},
title = {Local texture stationarity indicator for filtering Do{\~{N}}ana wetlands
{SAR} images},
booktitle = {2012 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2012, Munich, Germany, July 22-27, 2012},
pages = {4903--4906},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IGARSS.2012.6352513},
doi = {10.1109/IGARSS.2012.6352513},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/Marti-CardonaLD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/Marti-CardonaLD09,
author = {Bel{\'{e}}n Mart{\'{\i}}{-}Cardona and
Carlos L{\'{o}}pez{-}Mart{\'{\i}}nez and
Josep Dolz{-}Ripoll{\'{e}}s},
title = {Analysis of ASAR/Envisat Polarimetric Backscattering Characteristics
of Do{\~{n}}ana National Park Wetlands},
booktitle = {{IEEE} International Geoscience {\&} Remote Sensing Symposium,
{IGARSS} 2009, July 12-17, 2009, University of Cape Town, Cape Town,
South Africa, Proceedings},
pages = {721--724},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/IGARSS.2009.5417864},
doi = {10.1109/IGARSS.2009.5417864},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/Marti-CardonaLD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icchp/AlcantudHLDGABCA02,
author = {Francisco Alcantud Marin and
Gerardo Herrera and
Gabriel Labajo and
I. Dolz and
C. Gay{\'{a}} and
V. Avila and
A. Blanquer and
Jose Luis Cuesta and
J. Arn{\'{a}}iz},
editor = {Klaus Miesenberger and
Joachim Klaus and
Wolfgang L. Zagler},
title = {Assessing Virtual Reality as a Tool for Support Imagination},
booktitle = {Computers Helping People with Special Needs, 8th International Conference,
{ICCHP} 2002, Linz, Austria, July 15-20, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2398},
pages = {143--144},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-45491-8\_28},
doi = {10.1007/3-540-45491-8\_28},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icchp/AlcantudHLDGABCA02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
retrieved on 2024-08-09 18:16 CEST from data curated by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
