2 papers
cs.CV2026
Lesion Detection in CT with Frozen Self-Distilled Features: SALT, a Spatially Adaptive Label-Guided Temperature
Mahmut S. Gokmen, Evan W. Damron, Mitchell A. Klusty +3
Self-supervised pretraining objectives are spatially uniform: the teacher temperature and the per-patch loss weight are identical everywhere in the image, so a lesion a few patches…
cs.CV2026
DALE-CT: Depth-Aware Foundation Models for Computed Tomography
Evan W. Damron, Mahmut S. Gokmen, Mitchell A. Klusty +3
Recent breakthroughs in self-supervised learning (SSL), such as the Latent-Euclidean Joint-Embedding Predictive Architecture (LeJEPA), alongside successes in integrating visual enc…