Fig. 2: Simulation of clinical application for increasing data over time.
From: Self-evolving vision transformer for chest X-ray diagnosis through knowledge distillation
The initial model is trained with small labeled data. Then, using this initial model as teacher and small initial data for correction, the student is trained with the DISTL method under an increasing amount of data over time T.
