A Metacognitive Framework for Test-Time Adaptation: Taxonomy and Research Challenges
A cognitive psychology perspective of Test-Time Adaptation: how adaptation should be designed and evaluated to be robust to real-world conditions.
Metacognition
Models that monitor and regulate their own processing, as studied in cognitive psychology.
Papers on metacognition
A Metacognitive Perspective on Anomaly Detection with Vision Foundation Models
A metacognitive perspective on anomaly detection: a simpler scorer ranks defects better but decides worse until its threshold is recalibrated, so ranking and decisions should be evaluated separately.