Class-Aware Active Domain Adaptation
A branch of active domain adaptation concerned with balancing performance across classes under a limited annotation budget, avoiding degradation on difficult classes.
Timeline (last 90 days)
The first class-aware active domain adaptation baseline usually refers to CDUAL or similar methods, which introduce class-level uncertainty or fairness constraints.
The core contribution of this method lies in extending sample selection from point-wise to region-wise and incorporating uncertainty measurement, providing a new idea for class-aware active domain adaptation.
All Facts (2)
The first class-aware active domain adaptation baseline usually refers to CDUAL or similar methods, which introduce class-level uncertainty or fairness constraints.
50%UnverifiedThe core contribution of this method lies in extending sample selection from point-wise to region-wise and incorporating uncertainty measurement, providing a new idea for class-aware active domain adaptation.
50%