HL
Herve Lombaert
cs.CVAlgorithmscs.LGImage Processing, Computer-Assistedeess.IVSubtraction TechniqueDeep LearningImage Interpretation, Computer-AssistedMagnetic Resonance ImagingNeural Networks, Computer
On Valency
published · living versionsW_6a627jgb·v2 · currentpublished
LiSA: Linear Stochastic Attention for Long-Range Visual Modeling
with Sahar Dastani, Fereshteh Shakeri, Samuel Barbeau, Kunal Mahatha +2
2 versions
W_894d8afa·v1published
W_w36jtdbz·v1published
W_dc9anfsq·v1published
Preprints & journals
60 papers in the corpus · 2011–2026Shape-guided Gaussian Splatting for Sparse-View X-ray 3D Reconstruction2609.10376v1 · Pranav Poudel, Florence Dell'Aniello Picard, Nairouz Shehata et al.2026 · 0 citationsarXivon Valency
A Joint 2D-3D Statistical Shape Model for Orthopedic Reconstruction2609.09010v1 · Florence Dell'Aniello Picard, Pranav Poudel, Nairouz Shehata et al.2026 · 0 citationsarXivon Valency
Longitudinal tracking of multiple sclerosis lesions in the spinal cord: A validation study2609.09424v1 · Pierre-Louis Benveniste, Julian McGinnis, Shannon Kolind et al.2026 · 0 citationsarXivon Valency
Spatiotemporal Distillation via Recurrent Bottlenecks for Aortic Tracking2608.23879v1 · Dexter Wen Jie Teo, Nairouz Shehata, Herve Lombaert2026 · 0 citationsarXiv
Deep Spectral Models for Robust Dental Shape Generation2606.31293v1 · Tibor Kub'ik, Francois Guibault, Michal Spanel et al.2026 · 0 citationsMachine.Learning.for.Biomedical.Imaging. 2026 (2026)
Exploring Entropy-based Active Learning for Fair Brain Segmentation2605.01706v1 · Ghazal Danaee, M'elanie Gaillochet, Christian Desrosiers et al.2026 · 0 citationsarXiv
Generalizable spinal cord multiple sclerosis lesion segmentation across MRI contrasts, protocols, and centers.42028790 · Benveniste, Pierre-Louis, Létourneau-Guillon, Laurent, Araujo, David et al.2026 · 0 citationsMultiple sclerosis (Houndmills, Basingstoke, England). 2026;32(6):598-613
Anatomically-aware conformal prediction for medical image segmentation with random walks2601.18997v1 · M'elanie Gaillochet, Christian Desrosiers, Herv'e Lombaert2026 · 0 citationsarXiv
TRUST: Test-Time Refinement using Uncertainty-Guided SSM Traverses2509.22813v2 · Sahar Dastani, Ali Bahri, Gustavo Adolfo Vargas Hakim et al.2025 · 0 citationsarXiv
Prompt Learning With Bounding Box Constraints for Medical Image Segmentation.40553663 · Gaillochet, Melanie, Noori, Mehrdad, Dastani, Sahar et al.2025 · 2 citationsIEEE transactions on bio-medical engineering. 2026;73(1):359-368
ToothForge: Automatic Dental Shape Generation using Synchronized Spectral Embeddings2506.02702v1 · Tibor Kub'ik, Francois Guibault, Michal Spanel et al.2025 · 1 citationarXiv
Spectral State Space Model for Rotation-Invariant Visual Representation Learning2503.06369v3 · Sahar Dastani, Ali Bahri, Moslem Yazdanpanah et al.2025 · 2 citationsarXiv
Neighbor-aware calibration of segmentation networks with penalty-based constraints.39978014 · Murugesan, Balamurali, Adiga Vasudeva, Sukesh, Liu, Bingyuan et al.2025 · 6 citationsMedical image analysis. 2025;101:103501
Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision2409.20293v1 · M'elanie Gaillochet, Christian Desrosiers, Herv'e Lombaert2024 · 3 citationsarXiv
Sparse Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis2406.06946v1 · Zeinab Abboud, Herve Lombaert, Samuel Kadoury2024 · 6 citationsarXiv
Anatomically-aware uncertainty for semi-supervised image segmentation.37924752 · Adiga V, Sukesh, Dolz, Jose, Lombaert, Herve2023 · 66 citationsMedical image analysis. 2024;91:103011
Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation.37774534 · Gopinath, Karthik, Desrosiers, Christian, Lombaert, Herve2026 · 8 citationsMedical image analysis. 2023;90:102974
Active learning for medical image segmentation with stochastic batches.37769549 · Gaillochet, Mélanie, Desrosiers, Christian, Lombaert, Hervé2026 · 55 citationsMedical image analysis. 2023;90:102958
Author Correction: State-of-the-art retinal vessel segmentation with minimalistic models.37550375 · Galdran, Adrian, Anjos, André, Dolz, José et al.2023 · 3 citationsScientific reports. 2023;13(1):12812
Trust your neighbours: Penalty-based constraints for model calibration2303.06268v2 · Balamurali Murugesan, Sukesh Adiga V, Bingyuan Liu et al.2023 · 10 citationsarXiv
TAAL: Test-time Augmentation for Active Learning in Medical Image Segmentation2301.06624v1 · M'elanie Gaillochet, Christian Desrosiers, Herv'e Lombaert2023 · 30 citationsarXiv
Real-time simulation of viscoelastic tissue behavior with physics-guided deep learning.36599223 · Karami, Mohammad, Lombaert, Hervé, Rivest-Hénault, David2023 · 28 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2023;104:102165
Source-free domain adaptation for image segmentation.36228364 · Bateson, Mathilde, Kervadec, Hoel, Dolz, Jose et al.2022 · 105 citationsMedical image analysis. 2022;82:102617
Manifold-aware synthesis of high-resolution diffusion from structural imaging.37555146 · Anctil-Robitaille, Benoit, Théberge, Antoine, Jodoin, Pierre-Marc et al.2023 · 2 citationsFrontiers in neuroimaging. 2022;1:930496
Attention-Based Dynamic Subspace Learners for Medical Image Analysis.35763468 · Adiga V, Sukesh, Dolz, Jose, Lombaert, Herve2022 · 4 citationsIEEE journal of biomedical and health informatics. 2022;26(9):4599-4610
Test-Time Adaptation with Shape Moments for Image Segmentation2205.07983v1 · Mathilde Bateson, Herv'e Lombaert, Ismail Ben Ayed2022 · 32 citationsarXiv
State-of-the-art retinal vessel segmentation with minimalistic models.35418576 · Galdran, Adrian, Anjos, André, Dolz, José et al.2022 · 122 citationsScientific reports. 2022;12(1):6174
Leveraging Labeling Representations in Uncertainty-based Semi-supervised Segmentation2203.05682v1 · Sukesh Adiga V, Jose Dolz, Herve Lombaert2022 · 17 citationsarXiv
Learnable Pooling in Graph Convolutional Networks for Brain Surface Analysis.33006927 · Gopinath, Karthik, Desrosiers, Christian, Lombaert, Herve2022 · 28 citationsIEEE transactions on pattern analysis and machine intelligence. 2022;44(2):864-876
Benchmarking Geometric Deep Learning for Cortical Segmentation and Neurodevelopmental Phenotype Prediction10.1101/2021.12.01.470730v1 · Fawaz, A., Williams, L. Z. J., Alansary, A. et al.2021 · 22 citationsbioRxiv
Medial Spectral Coordinates for 3D Shape Analysis2111.13295v2 · Morteza Rezanejad, Mohammad Khodadad, Hamidreza Mahyar et al.2021 · 5 citationsarXiv
Realistic image normalization for multi-Domain segmentation.34509168 · Delisle, Pierre-Luc, Anctil-Robitaille, Benoit, Desrosiers, Christian et al.2022 · 22 citationsMedical image analysis. 2021;74:102191
Constrained Domain Adaptation for Image Segmentation.33750688 · Bateson, M, Dolz, J, Kervadec, H et al.2021 · 31 citationsIEEE transactions on medical imaging. 2021;40(7):1875-1887
Cost-Sensitive Regularization for Diabetic Retinopathy Grading from Eye Fundus Images2010.00291v1 · Adrian Galdran, Jos'e Dolz, Hadi Chakor et al.2020 · 34 citationsarXiv
The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models2009.01907v1 · Adrian Galdran, Andr'e Anjos, Jos'e Dolz et al.2020 · 22 citationsarXiv
Non-uniform Label Smoothing for Diabetic Retinopathy Grading from Retinal Fundus Images with Deep Neural Networks.32832207 · Galdran, Adrian, Chelbi, Jihed, Kobi, Riadh et al.2021 · 19 citationsTranslational vision science & technology. 2020;9(2):34
Medical Imaging with Deep Learning: MIDL 2020 -- Short Paper Track2007.02319v1 · Tal Arbel, Ismail Ben Ayed, Marleen de Bruijne et al.2020 · 1 citationarXiv
Source-Relaxed Domain Adaptation for Image Segmentation2005.03697v2 · Mathilde Bateson, Hoel Kervadec, Jose Dolz et al.2020 · 91 citationsMedical Image Computing and Computer Assisted Intervention MICCAI 2020. Lecture Notes in Computer Science vol 12261. Springer Cham
Manifold-driven Attention Maps for Weakly Supervised Segmentation2004.03046v1 · Sukesh Adiga V, Jose Dolz, Herve Lombaert2020 · 3 citationsarXiv
Manifold-Aware CycleGAN for High-Resolution Structural-to-DTI Synthesis2004.00173v3 · Benoit Anctil-Robitaille, Christian Desrosiers, Herve Lombaert2020 · 12 citationsarXiv
Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation2004.00074v1 · Karthik Gopinath, Christian Desrosiers, Herve Lombaert2020 · 13 citationsarXiv
Adversarial normalization for multi domain image segmentation1912.00993v2 · Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers et al.2019 · 6 citationsarXiv
Spectral Graph Transformer Networks for Brain Surface Parcellation1911.10118v1 · Ran He, Karthik Gopinath, Christian Desrosiers et al.2019 · 14 citationsarXiv
Learnable Pooling in Graph Convolution Networks for Brain Surface Analysis1911.10129v1 · Karthik Gopinath, Christian Desrosiers, Herve Lombaert2019 · 3 citationsarXiv
WaveletBrain: Characterization of human brain via spectral graph wavelets1906.06158v2 · Majid Masoumi, Matthew Toews, Herve Lombaert2019 · 3 citationsarXiv
Graph Convolutions on Spectral Embeddings for Cortical Surface Parcellation.30974398 · Gopinath, Karthik, Desrosiers, Christian, Lombaert, Herve2020 · 65 citationsMedical image analysis. 2019;54:297-305
HyperDense-Net: A Hyper-Densely Connected CNN for Multi-Modal Image Segmentation.30387726 · Dolz, Jose, Gopinath, Karthik, Yuan, Jing et al.2020 · 585 citationsIEEE transactions on medical imaging. 2019;38(5):1116-1126
Graph Convolutions on Spectral Embeddings: Learning of Cortical Surface Data1803.10336v1 · Karthik Gopinath, Christian Desrosiers, Herve Lombaert2018 · 4 citationsarXiv
Spectral Shape Analysis of Human Torsos: Application to the Evaluation of Scoliosis Surgery Outcome.29028215 · Ahmad, Ola, Lombaert, Herve, Parent, Stefan et al.2019 · 3 citationsIEEE journal of biomedical and health informatics. 2018;22(5):1552-1560
Statistical shape analysis of subcortical structures using spectral matching.27025904 · Shakeri, Mahsa, Lombaert, Herve, Datta, Alexandre N et al.2018 · 19 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2016;52:58-71
Career total: 118 works. 60 are in this corpus.Showing the 50 most recent.
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