Self-supervised learning approaches, such as masked autoencoder (MAE) reconstruction and contrastive ... to capture richer global features without modifying the underlying CNN architecture.

Self-supervised methods, such as masked autoencoder (MAE) reconstruction or contrastive ... a decoupling-interaction-enhancement approach through a triple-branch MAE architecture. The triple-branch ...

IEEE Transactions on Neural Networks and Learning Systems (Categories: Computer Hardware & Architecture) IEEE Communications Surveys and Tutorials (Category: Information Systems) IEEE Geoscience and ...

This is a Python repository for recovering weights or re-training a multimodal masked autoencoder on anatomical brain MRIs. It naturally handles missing modalities and processes any combination of ...