Headstrong
发表于 2025-3-28 14:56:31
Helmut Tervoorenvel task-driven data augmentation method where to synthesize new training examples, a generative network explicitly models and applies deformation fields and additive intensity masks on existing labelled data, modeling shape and intensity variations, respectively. Crucially, the generative model is
cinder
发表于 2025-3-28 21:35:36
Helmut Tervoorenthat the proposed wFM layer achieves a contraction mapping and hence the ManifoldNet need not have additional non-linear ReLU units used in standard CNNs to achieve a contraction mapping..Analogous to the equivariance of convolution in Euclidean space to translations, we prove that the wFM is equiva
Picks-Disease
发表于 2025-3-28 23:45:05
Helmut Tervoorenrecent advances in spectral graph alignment where the surface parameterization becomes common across multiple brain geometries. These novel adaptive intrinsic pooling layers enable the exploration of entirely new architectures of graph neural networks, which were previously constrained to one single