Léo Lebrat

CoRR, May, 2026

In Depth We Trust: Reliable Monocular Depth Supervision for Gaussian Splatting.

[BibT_eX]

[DOI]

Wenhui Xiao

Ethan Goan

CoRR, April, 2026

VAE with Hyperspherical Coordinates: Improving Anomaly Detection from Hypervolume-Compressed Latent Space.

[BibT_eX]

[DOI]

CoRR, January, 2026

NC-REG: Neural Cortical Maps for Rigid Registration.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

Non-Invasive 3D Wound Measurement with RGB-D Imaging.

[BibT_eX]

[DOI]

Lena Harkämper

Mattias Heinrich

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

Multi-View Consistent Wound Segmentation with Neural Fields.

[BibT_eX]

[DOI]

Remi Chierchia

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Wound3DAssist: A Practical Framework for 3D Wound Assessment.

[BibT_eX]

[DOI]

CoRR, August, 2025

Neural Radiance Fields for the Real World: A Survey.

[BibT_eX]

[DOI]

CoRR, January, 2025

SALVE: A 3D Reconstruction Benchmark of Wounds from Consumer-Grade Videos.

[BibT_eX]

[DOI]

Remi Chierchia

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Longitudinal Brain Segmentation with Temporal Consistency for Neurodegenerative Analysis.

[BibT_eX]

[DOI]

Proceedings of the Learning with Longitudinal Medical Images and Data, 2025

Improving the Generation of VAEs with High Dimensional Latent Spaces by the use of Hyperspherical Coordinates.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

Divide and Conquer: Rethinking the Training Paradigm of Neural Radiance Fields.

[BibT_eX]

[DOI]

CoRR, 2024

Deformation-aware GAN for Medical Image Synthesis with Substantially Misaligned Pairs.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging with Deep Learning, 3-5 July 2024, Paris, France., 2024

Localisation of Racial Information in Chest X-Ray for Deep Learning Diagnosis.

[BibT_eX]

[DOI]

Laleh Seyyed-Kalantari

Brandon J. Price

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Syn3DWound: A Synthetic Dataset for 3D Wound Bed Analysis.

[BibT_eX]

[DOI]

Michelle Barakat-Johnson

Georgina Luscombe

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

NeRF Director: Revisiting View Selection in Neural Volume Rendering.

[BibT_eX]

[DOI]

Wenhui Xiao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

DBCE : A Saliency Method for Medical Deep Learning Through Anatomically-Consistent Free-Form Deformations.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Generalization Properties of Geometric 3D Deep Learning Models for Medical Segmentation.

[BibT_eX]

[DOI]

Reuben Dorent

Javier Urriola Yaksic

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Bias Identification with RankPix Saliency.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Quantifiable brain atrophy synthesis for benchmarking of cortical thickness estimation methods.

[BibT_eX]

[DOI]

Medical Image Anal., 2022

CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction.

[BibT_eX]

[DOI]

CoRR, 2022

CorticalFlow<sup>++</sup>: Boosting Cortical Surface Reconstruction Accuracy, Regularity, and Interoperability.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

CSIRO at ImageCLEFmedical Caption 2022.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021

DeepCSR: A 3D Deep Learning Approach for Cortical Surface Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Smocam: Smooth Conditional Attention Mask For 3d-Regression Models.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Going Deeper With Brain Morphometry Using Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

A Comparison of Saliency Methods for Deep Learning Explainability.

[BibT_eX]

[DOI]

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

MongeNet: Efficient Sampler for Geometric Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

3/4-Discrete Optimal Transport.

[BibT_eX]

[DOI]

Frédéric de Gournay

Jonas Kahn

SIAM J. Sci. Comput., 2020

2019

Optimal Transport Approximation of 2-Dimensional Measures.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2019

Differentiation and regularity of semi-discrete optimal transport with respect to the parameters of the discrete measure.

[BibT_eX]

[DOI]

Frédéric de Gournay

Jonas Kahn

Numerische Mathematik, 2019

Approximation of curves with piecewise constant or piecewise linear functions.

[BibT_eX]

[DOI]

Frédéric de Gournay

Jonas Kahn