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cs.CV2026
UNet-AF: Alias-free UNet architectures
Jérémy Scanvic, Quentin Barthélemy, Julián Tachella
The simplicity and effectiveness of UNet architectures make them ubiquitous in image restoration, segmentation, and diffusion models. They are often assumed to be equivariant to tr…
eess.IV2026
EquivAnIA: A Spectral Method for Rotation-Equivariant Anisotropic Image Analysis
Jérémy Scanvic, Nils Laurent
Anisotropic image analysis is ubiquitous in medical and scientific imaging, and while the literature on the subject is extensive, the robustness to numerical rotations of numerous…