Hoel Kervadec - RankMe

36 papers A* 1A 1Journal 23Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Prompting with the human-touch: evaluating model-sensitivity of foundation models for musculoskeletal CT segmentation. CoRR Caroline Magg, Maaike A. ter Wee, Johannes G. G. Dobbe, Geert J. Streekstra, Leendert Blankevoort, Clara I. Sánchez, Hoel Kervadec
2026	J	`jnl`	Spatially continuous dual optimization on compactness function for image segmentation. Pattern Recognit. Lu Tan, Shiping Ma, Jinhua Xu, Jiangfeng Pan, Jing Yuan, Hoel Kervadec, Marcello Pelillo
2025	—	`conf`	In-Hoc Concept Representations to Regularise Deep Learning in Medical Imaging. ICCVW Valentina Corbetta, Floris Six Dijkstra, Regina Beets-Tan, Hoel Kervadec, Kristoffer Wickstrøm, Wilson Silva
2025	J	`jnl`	In-hoc Concept Representations to Regularise Deep Learning in Medical Imaging. CoRR Valentina Corbetta, Floris Six Dijkstra, Regina Beets-Tan, Hoel Kervadec, Kristoffer Wickstrøm, Wilson Silva
2024	—	`conf`	Leveraging Point Annotations in Segmentation Learning with Boundary Loss. ICPR (13) Eva Breznik, Hoel Kervadec, Filip Malmberg, Joel Kullberg, Håkan Ahlström, Marleen de Bruijne, Robin Strand
2024	J	`jnl`	Zero-shot capability of SAM-family models for bone segmentation in CT scans. CoRR Caroline Magg, Hoel Kervadec, Clara I. Sánchez
2023	J	`jnl`	Leveraging point annotations in segmentation learning with boundary loss. CoRR Eva Breznik, Hoel Kervadec, Filip Malmberg, Joel Kullberg, Håkan Ahlström, Marleen de Bruijne, Robin Strand
2023	J	`jnl`	Nested star-shaped objects segmentation using diameter annotations. Medical Image Anal. Robin Camarasa, Hoel Kervadec, M. Eline Kooi, Jeroen Hendrikse, Paul H. J. Nederkoorn, Daniel Bos, Marleen de Bruijne
2023	J	`jnl`	On the dice loss gradient and the ways to mimic it. CoRR Hoel Kervadec, Marleen de Bruijne
2022	—	`conf`	Constrained deep networks: Lagrangian optimization via Log-barrier extensions. EUSIPCO Hoel Kervadec, Jose Dolz, Jing Yuan, Christian Desrosiers, Eric Granger, Ismail Ben Ayed
2022	—	`conf`	Differentiable Boundary Point Extraction for Weakly Supervised Star-shaped Object Segmentation. MIDL Robin Camarasa, Hoel Kervadec, Daniel Bos, Marleen de Bruijne
2022	J	`jnl`	Source-free domain adaptation for image segmentation. Medical Image Anal. Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed
2021	—	`conf`	Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! MIDL Hoel Kervadec, Houda Bahig, Laurent Létourneau-Guillon, Jose Dolz, Ismail Ben Ayed
2021	J	`jnl`	Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! CoRR Hoel Kervadec, Houda Bahig, Laurent Létourneau-Guillon, José Dolz, Ismail Ben Ayed
2021	J	`jnl`	Boundary loss for highly unbalanced segmentation. Medical Image Anal. Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed
2021	J	`jnl`	Constrained Domain Adaptation for Image Segmentation. IEEE Trans. Medical Imaging Mathilde Bateson, José Dolz, Hoel Kervadec, Hervé Lombaert, Ismail Ben Ayed
2021	A*	`conf`	Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? CVPR Malik Boudiaf, Hoel Kervadec, Imtiaz Masud Ziko, Pablo Piantanida, Ismail Ben Ayed, Jose Dolz
2021	J	`jnl`	Source-Free Domain Adaptation for Image Segmentation. CoRR Mathilde Bateson, Jose Dolz, Hoel Kervadec, Hervé Lombaert, Ismail Ben Ayed
2020	—	`conf`	Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision. MIDL Hoel Kervadec, Jose Dolz, Shanshan Wang, Eric Granger, Ismail Ben Ayed
2020	J	`jnl`	Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision. CoRR Hoel Kervadec, Jose Dolz, Shanshan Wang, Eric Granger, Ismail Ben Ayed
2020	J	`jnl`	Discretely-constrained deep network for weakly supervised segmentation. Neural Networks Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers
2020	J	`jnl`	Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? CoRR Malik Boudiaf, Hoel Kervadec, Imtiaz Masud Ziko, Pablo Piantanida, Ismail Ben Ayed, Jose Dolz
2020	—	`conf`	Laplacian pyramid-based complex neural network learning for fast MR imaging. MIDL Haoyun Liang, Yu Gong, Hoel Kervadec, Cheng Li, Jing Yuan, Xin Liu, Hairong Zheng, Shanshan Wang
2020	—	`conf`	Source-Relaxed Domain Adaptation for Image Segmentation. MICCAI (1) Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed
2020	J	`jnl`	Source-Relaxed Domain Adaptation for Image Segmentation. CoRR Mathilde Bateson, Hoel Kervadec, Jose Dolz, Herve Lombaert, Ismail Ben Ayed
2019	—	`conf`	Boundary loss for highly unbalanced segmentation. MIDL Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed
2019	—	`conf`	Constrained Domain Adaptation for Segmentation. MICCAI (2) Mathilde Bateson, Hoel Kervadec, Jose Dolz, Hervé Lombaert, Ismail Ben Ayed
2019	J	`jnl`	Constrained domain adaptation for segmentation. CoRR Mathilde Bateson, Jose Dolz, Hoel Kervadec, Hervé Lombaert, Ismail Ben Ayed
2019	J	`jnl`	Constrained-CNN losses for weakly supervised segmentation. Medical Image Anal. Hoel Kervadec, Jose Dolz, Meng Tang, Eric Granger, Yuri Boykov, Ismail Ben Ayed
2019	—	`conf`	Curriculum Semi-supervised Segmentation. MICCAI (2) Hoel Kervadec, Jose Dolz, Éric Granger, Ismail Ben Ayed
2019	J	`jnl`	Curriculum semi-supervised segmentation. CoRR Hoel Kervadec, Jose Dolz, Eric Granger, Ismail Ben Ayed
2019	J	`jnl`	Discretely-constrained deep network for weakly supervised segmentation. CoRR Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers
2019	J	`jnl`	Log-barrier constrained CNNs. CoRR Hoel Kervadec, Jose Dolz, Jing Yuan, Christian Desrosiers, Eric Granger, Ismail Ben Ayed
2018	J	`jnl`	Boundary loss for highly unbalanced segmentation. CoRR Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers, Eric Granger, Jose Dolz, Ismail Ben Ayed
2018	J	`jnl`	Constrained-CNN losses forweakly supervised segmentation. CoRR Hoel Kervadec, Jose Dolz, Meng Tang, Eric Granger, Yuri Boykov, Ismail Ben Ayed
2014	A	`conf`	Polystyrene: the Decentralized Data Shape That Never Dies. ICDCS Simon Bouget, Hoel Kervadec, Anne-Marie Kermarrec, François Taïani