GeoSAE
Cross-source consensus on GeoSAE from 1 sources and 4 claims.
1 sources · 4 claims
Uses
Benefits
Other
Highlighted claims
- At layer 9, GeoSAE found many more alive features than a standard SAE and reduced feature redundancy. — GeoSAE: Geometric Prior-Guided Layer-Wise Sparse Autoencoder Annotation of Brain MRI Foundation Models
- GeoSAE is a three-stage pipeline for interpreting frozen brain MRI foundation model embeddings. — GeoSAE: Geometric Prior-Guided Layer-Wise Sparse Autoencoder Annotation of Brain MRI Foundation Models
- GeoSAE's top layer-9 features were all clinically annotated rather than non-specific. — GeoSAE: Geometric Prior-Guided Layer-Wise Sparse Autoencoder Annotation of Brain MRI Foundation Models
- GeoSAE was designed to handle feature mortality, age confounding, and comorbidity confounding in brain MRI foundation models. — GeoSAE: Geometric Prior-Guided Layer-Wise Sparse Autoencoder Annotation of Brain MRI Foundation Models