GCI-ViTAL: Gradual Confidence Improvement with Vision Transformers for Active Learning on Label Noise

Moseli Mots'oehli, kyungim Baek

Active learning aims to train accurate classifiers while minimizing labeling costs by strategically selecting informative samples for annotation. This study focuses on image classi…