Abstract: While face recognition has progressed with better architectures, loss functions, and datasets, issues like label noise, privacy, and imbalance remain. Synthetic datasets address these ...

The AI Metacognition Toolkit provides research-grade tools for understanding when and how AI models exhibit metacognitive behaviors - particularly the ability to recognize evaluation contexts and ...

Abstract: Contemporary deep face recognition techniques predominantly utilize the Softmax loss function, designed based on the similarities between sample features and class prototypes. These ...