Hoel Kervadec
Hoel Kervadec
ÉTS Montréal
Verified email at etsmtl.net - Homepage
Title
Cited by
Cited by
Year
Constrained-CNN losses for weakly supervised segmentation
H Kervadec, J Dolz, M Tang, E Granger, Y Boykov, IB Ayed
Medical Image Analysis 54, 2019
1082019
Boundary loss for highly unbalanced segmentation
H Kervadec, J Bouchtiba, C Desrosiers, E Granger, J Dolz, IB Ayed
Medical image analysis 67, 2021
1062021
Curriculum semi-supervised segmentation
H Kervadec, J Dolz, E Granger, IB Ayed
Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019
202019
Constrained Deep Networks: Lagrangian Optimization via Log-Barrier Extensions
H Kervadec, J Dolz, J Yuan, C Desrosiers, E Granger, IB Ayed
arXiv preprint arXiv:1904.04205, 2019
17*2019
Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision
H Kervadec, J Dolz, S Wang, E Granger, IB Ayed
Medical Imaging with Deep Learning (MIDL), 2020
152020
Discretely-constrained deep network for weakly supervised segmentation
J Peng, H Kervadec, J Dolz, IB Ayed, M Pedersoli, C Desrosiers
Neural Networks 130, 2020
132020
Constrained domain adaptation for segmentation
M Bateson, H Kervadec, J Dolz, H Lombaert, IB Ayed
Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
112019
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need?
M Boudiaf, H Kervadec, ZI Masud, P Piantanida, IB Ayed, J Dolz
CVPR, 2021
32021
Source-relaxed domain adaptation for image segmentation
M Bateson, H Kervadec, J Dolz, H Lombaert, IB Ayed
Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
32020
Laplacian pyramid-based complex neural network learning for fast MR imaging
H Liang, Y Gong, H Kervadec, C Li, J Yuan, X Liu, H Zheng, S Wang
Medical Imaging with Deep Learning (MIDL), 2020
12020
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good!
H Kervadec, H Bahig, L Letourneau-Guillon, J Dolz, IB Ayed
arXiv preprint arXiv:2105.00859, 2021
2021
Constrained domain adaptation for image segmentation
M Bateson, J Dolz, H Kervadec, H Lombaert, IB Ayed
IEEE Transactions on Medical Imaging, 2021
2021
Beyond pixel-wise supervision: semantic segmentation with higher-order shape descriptors
H Kervadec, H Bahig, L Letourneau-Guillon, J Dolz, IB Ayed
Medical Imaging with Deep Learning (MIDL), 2021
2021
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