Total Variation and Mean Curvature PDEs on the Space of Positions and Orientations. - Remco Duits; Etienne St-Onge; Jim Portegies; Bart M. N. Smets (SSVM, 2019)

Equivariant Deep Learning via Morphological and Linear Scale Space PDEs on the Space of Positions and Orientations. - Remco Duits; Bart M. N. Smets; Erik J. Bekkers; Jim Portegies (SSVM, 2021)

Total Variation and Mean Curvature PDEs on the Homogeneous Space of Positions and Orientations. - Bart M. N. Smets; Jim Portegies; Etienne St-Onge; Remco Duits (J. Math. Imaging Vis., 2021)

Functional Properties of PDE-Based Group Equivariant Convolutional Neural Networks. - Gautam Pai 001; Gijs Bellaard; Bart M. N. Smets; Remco Duits (GSI (1), 2023)

Geodesic Tracking of Retinal Vascular Trees with Optical and TV-Flow Enhancement in SE(2). - Nicky J. van den Berg; Shuhe Zhang; Bart M. N. Smets; Tos T. J. M. Berendschot; Remco Duits (SSVM, 2023)

PDE-Based Group Equivariant Convolutional Neural Networks. - Bart M. N. Smets; Jim Portegies; Erik J. Bekkers; Remco Duits (J. Math. Imaging Vis., 2023)

Analysis of (sub-)Riemannian PDE-G-CNNs. - Gijs Bellaard; Daan L. J. Bon; Gautam Pai 001; Bart M. N. Smets; Remco Duits (J. Math. Imaging Vis., 2023)

Mathematics of Neural Networks (Lecture Notes Graduate Course). - Bart M. N. Smets (CoRR, 2024)

Semiring Activation in Neural Networks. - Bart M. N. Smets; Peter D. Donker; Jim Portegies; Remco Duits (CoRR, 2024)

Geodesic Tracking via New Data-Driven Connections of Cartan Type for Vascular Tree Tracking. - Nicky J. van den Berg; Bart M. N. Smets; Gautam Pai 001; Jean-Marie Mirebeau; Remco Duits (J. Math. Imaging Vis., 2024)

Flow Matching on Lie Groups. - Finn M. Sherry; Bart M. N. Smets (CoRR, 2025)

Universal Collection of Euclidean Invariants between Pairs of Position-Orientations. - Gijs Bellaard; Bart M. N. Smets; Remco Duits (CoRR, 2025)

Roto-Translation Invariant Metrics on Position-Orientation Space. - Gijs Bellaard; Bart M. N. Smets (CoRR, 2025)

PDE-CNNs: Axiomatic Derivations and Applications. - Gijs Bellaard; Sei Sakata; Bart M. N. Smets; Remco Duits (J. Math. Imaging Vis., 2025)