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08/10/2023
Surface Masked AutoEncoder: Self-Supervision for Cortical Imaging Data
Self-supervision has been widely explored as a means of addressing the l...
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03/21/2023
The Multiscale Surface Vision Transformer
Surface meshes are a favoured domain for representing structural and fun...
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05/31/2022
Surface Analysis with Vision Transformers
The extension of convolutional neural networks (CNNs) to non-Euclidean g...
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04/07/2022
Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces
Recent state-of-the-art performances of Vision Transformers (ViT) in com...
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03/30/2022
Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis
The extension of convolutional neural networks (CNNs) to non-Euclidean g...
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09/07/2021