Yi-Ming Lei

CARE: Constrained Attention Refinement for Fine-Grained Visual Classification via Teacher-Student Distillation

Fine-grained visual classification requires models to recognize subtle local traits while exposing the visual evidence behind their predictions. Class-specific attention pathways provide a natural basis for interpretable recognition, but their constrained prediction structure limits discriminative capacity and underuse...