Bart M. N. Smets

Orcid: 0000-0001-8480-0782

According to our database1, Bart M. N. Smets authored at least 11 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Geodesic Tracking via New Data-Driven Connections of Cartan Type for Vascular Tree Tracking.
J. Math. Imaging Vis., April, 2024

Semiring Activation in Neural Networks.
CoRR, 2024

PDE-CNNs: Axiomatic Derivations and Applications.
CoRR, 2024

Mathematics of Neural Networks (Lecture Notes Graduate Course).
CoRR, 2024

2023
Analysis of (sub-)Riemannian PDE-G-CNNs.
J. Math. Imaging Vis., December, 2023

PDE-Based Group Equivariant Convolutional Neural Networks.
J. Math. Imaging Vis., January, 2023

Geodesic Tracking of Retinal Vascular Trees with Optical and TV-Flow Enhancement in SE(2).
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2023

Functional Properties of PDE-Based Group Equivariant Convolutional Neural Networks.
Proceedings of the Geometric Science of Information - 6th International Conference, 2023

2021
Total Variation and Mean Curvature PDEs on the Homogeneous Space of Positions and Orientations.
J. Math. Imaging Vis., 2021

Equivariant Deep Learning via Morphological and Linear Scale Space PDEs on the Space of Positions and Orientations.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2021

2019
Total Variation and Mean Curvature PDEs on the Space of Positions and Orientations.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2019


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