Beyond the Class Subspace: Teacher-Guided Training for Reliable Out-of-Distribution Detection in Single-Domain Models

This research addresses the critical failure of single-domain models to detect out-of-distribution data via Domain-Sensitivity Collapse. It introduces Teache...

Level: advanced

By Hong Yang

Category: research