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Bart M. N. Smets
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2020 – today
- 2024
- [j4]Nick J. van de Berg, Bart M. N. Smets, Gautam Pai, Jean-Marie Mirebeau, Remco Duits:
Geodesic Tracking via New Data-Driven Connections of Cartan Type for Vascular Tree Tracking. J. Math. Imaging Vis. 66(2): 198-230 (2024) - [i5]Bart M. N. Smets:
Mathematics of Neural Networks (Lecture Notes Graduate Course). CoRR abs/2403.04807 (2024) - [i4]Gijs Bellaard, Sei Sakata, Bart M. N. Smets, Remco Duits:
PDE-CNNs: Axiomatic Derivations and Applications. CoRR abs/2403.15182 (2024) - [i3]Bart M. N. Smets, Peter D. Donker, Jim Portegies, Remco Duits:
Semiring Activation in Neural Networks. CoRR abs/2405.18805 (2024) - 2023
- [j3]Bart M. N. Smets
, Jim Portegies, Erik J. Bekkers, Remco Duits:
PDE-Based Group Equivariant Convolutional Neural Networks. J. Math. Imaging Vis. 65(1): 209-239 (2023) - [j2]Gijs Bellaard, Daan L. J. Bon, Gautam Pai, Bart M. N. Smets, Remco Duits:
Analysis of (sub-)Riemannian PDE-G-CNNs. J. Math. Imaging Vis. 65(6): 819-843 (2023) - [c4]Gautam Pai, Gijs Bellaard, Bart M. N. Smets, Remco Duits:
Functional Properties of PDE-Based Group Equivariant Convolutional Neural Networks. GSI (1) 2023: 63-72 - [c3]Nick J. van de Berg, Shuhe Zhang, Bart M. N. Smets, Tos T. J. M. Berendschot
, Remco Duits:
Geodesic Tracking of Retinal Vascular Trees with Optical and TV-Flow Enhancement in SE(2). SSVM 2023: 525-537 - 2022
- [i2]Gijs Bellaard, Daan L. J. Bon, Gautam Pai, Bart M. N. Smets, Remco Duits:
Analysis of (sub-)Riemannian PDE-G-CNNs. CoRR abs/2210.00935 (2022) - 2021
- [j1]Bart M. N. Smets, Jim Portegies, Etienne St-Onge, Remco Duits:
Total Variation and Mean Curvature PDEs on the Homogeneous Space of Positions and Orientations. J. Math. Imaging Vis. 63(2): 237-262 (2021) - [c2]Remco Duits, Bart M. N. Smets, Erik J. Bekkers, Jim Portegies:
Equivariant Deep Learning via Morphological and Linear Scale Space PDEs on the Space of Positions and Orientations. SSVM 2021: 27-39 - 2020
- [i1]Bart M. N. Smets, Jim Portegies, Erik J. Bekkers, Remco Duits:
PDE-based Group Equivariant Convolutional Neural Networks. CoRR abs/2001.09046 (2020)
2010 – 2019
- 2019
- [c1]Remco Duits, Etienne St-Onge, Jim Portegies, Bart M. N. Smets:
Total Variation and Mean Curvature PDEs on the Space of Positions and Orientations. SSVM 2019: 211-223
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