Masked Autoencoders for Ultrasound Signals: Robust Representation Learning for Downstream Applications

Immanuel Roßteutscher, Klaus S. Drese, Thorsten Uphues

We investigated the adaptation and performance of Masked Autoencoders (MAEs) with Vision Transformer (ViT) architectures for self-supervised representation learning on one-dimensio…