Hoel Kervadec

Boundary loss for highly unbalanced segmentation

Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers et al. · Medical Image Analysis · 2020 · 423 citations · Full text

Machine Vision, Image Analysis, Data Science +8

Constrained-CNN losses for weakly supervised segmentation

Hoel Kervadec, José Dolz, Meng Tang et al. · Medical Image Analysis · 2019 · 273 citations · Full text

Source-free domain adaptation for image segmentation

Mathilde Bateson, Hoel Kervadec, José Dolz et al. · Medical Image Analysis · 2022 · 85 citations

Source-free Domain Adaptation, Machine Vision, Image Analysis +9

Discretely-constrained deep network for weakly supervised segmentation

Jizong Peng, Hoel Kervadec, José Dolz et al. · Neural Networks · 2020 · 41 citations

Convolutional Neural Network, Machine Vision, Machine Learning +7

Constrained deep networks: Lagrangian optimization via Log-barrier extensions

Hoel Kervadec, José Dolz, Jing Yuan et al. · 2022 30th European Signal Processing Conference (EUSIPCO) · 2022 · 37 citations · Full text

Geometric Learning, Convolutional Neural Network, Image Analysis +14