Hoel Kervadec

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 29

Top Topics

Weakly Supervised

Top Venues

Medical Image Anal.

Publications

Hoel Kervadec, Marleen de Bruijne
On the dice loss gradient and the ways to mimic it. CoRR (2023)
Robin Camarasa, Hoel Kervadec, M. Eline Kooi, Jeroen Hendrikse, Paul H. J. Nederkoorn, Daniel Bos, Marleen de Bruijne
Nested star-shaped objects segmentation using diameter annotations. Medical Image Anal. 90 (2023)
Eva Breznik, Hoel Kervadec, Filip Malmberg, Joel Kullberg, Håkan Ahlström, Marleen de Bruijne, Robin Strand
Leveraging point annotations in segmentation learning with boundary loss. CoRR (2023)
Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed
Source-free domain adaptation for image segmentation. Medical Image Anal. 82 (2022)
Hoel Kervadec, Jose Dolz, Jing Yuan, Christian Desrosiers, Eric Granger, Ismail Ben Ayed
Constrained deep networks: Lagrangian optimization via Log-barrier extensions. EUSIPCO (2022)
Robin Camarasa, Hoel Kervadec, Daniel Bos, Marleen de Bruijne
Differentiable Boundary Point Extraction for Weakly Supervised Star-shaped Object Segmentation. MIDL (2022)
Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed
Boundary loss for highly unbalanced segmentation. Medical Image Anal. 67 (2021)
Malik Boudiaf, Hoel Kervadec, Imtiaz Masud Ziko, Pablo Piantanida, Ismail Ben Ayed, Jose Dolz
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? CVPR (2021)
Mathilde Bateson, Jose Dolz, Hoel Kervadec, Hervé Lombaert, Ismail Ben Ayed
Source-Free Domain Adaptation for Image Segmentation. CoRR (2021)
Hoel Kervadec, Houda Bahig, Laurent Létourneau-Guillon, Jose Dolz, Ismail Ben Ayed
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! MIDL (2021)
Mathilde Bateson, José Dolz, Hoel Kervadec, Hervé Lombaert, Ismail Ben Ayed
Constrained Domain Adaptation for Image Segmentation. IEEE Trans. Medical Imaging 40 (7) (2021)
Hoel Kervadec, Houda Bahig, Laurent Létourneau-Guillon, José Dolz, Ismail Ben Ayed
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! CoRR (2021)
Hoel Kervadec, Jose Dolz, Shanshan Wang, Eric Granger, Ismail Ben Ayed
Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision. MIDL (2020)
Malik Boudiaf, Hoel Kervadec, Imtiaz Masud Ziko, Pablo Piantanida, Ismail Ben Ayed, Jose Dolz
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? CoRR (2020)
Mathilde Bateson, Hoel Kervadec, Jose Dolz, Herve Lombaert, Ismail Ben Ayed
Source-Relaxed Domain Adaptation for Image Segmentation. CoRR (2020)
Hoel Kervadec, Jose Dolz, Shanshan Wang, Eric Granger, Ismail Ben Ayed
Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision. CoRR (2020)
Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers
Discretely-constrained deep network for weakly supervised segmentation. Neural Networks 130 (2020)
Haoyun Liang, Yu Gong, Hoel Kervadec, Cheng Li, Jing Yuan, Xin Liu, Hairong Zheng, Shanshan Wang
Laplacian pyramid-based complex neural network learning for fast MR imaging. MIDL (2020)
Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed
Source-Relaxed Domain Adaptation for Image Segmentation. MICCAI (1) (2020)
Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed
Constrained Domain Adaptation for Segmentation. MICCAI (2) (2019)
Hoel Kervadec, Jose Dolz, Eric Granger, Ismail Ben Ayed
Curriculum semi-supervised segmentation. CoRR (2019)
Mathilde Bateson, Jose Dolz, Hoel Kervadec, Hervé Lombaert, Ismail Ben Ayed
Constrained domain adaptation for segmentation. CoRR (2019)
Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed
Boundary loss for highly unbalanced segmentation. MIDL (2019)
Hoel Kervadec, Jose Dolz, Jing Yuan, Christian Desrosiers, Eric Granger, Ismail Ben Ayed
Log-barrier constrained CNNs. CoRR (2019)
Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers
Discretely-constrained deep network for weakly supervised segmentation. CoRR (2019)
Hoel Kervadec, Jose Dolz, Meng Tang, Eric Granger, Yuri Boykov, Ismail Ben Ayed
Constrained-CNN losses for weakly supervised segmentation. Medical Image Anal. 54 (2019)
Hoel Kervadec, Jose Dolz, Éric Granger, Ismail Ben Ayed
Curriculum Semi-supervised Segmentation. MICCAI (2) (2019)
Hoel Kervadec, Jose Dolz, Meng Tang, Eric Granger, Yuri Boykov, Ismail Ben Ayed
Constrained-CNN losses forweakly supervised segmentation. CoRR (2018)
Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Éric Granger, Jose Dolz, Ismail Ben Ayed
Boundary loss for highly unbalanced segmentation. CoRR (2018)
Simon Bouget, Hoel Kervadec, Anne-Marie Kermarrec, François Taïani
Polystyrene: the Decentralized Data Shape That Never Dies. ICDCS (2014)