active-learning.md

Active Learning

• (arXiv 2022.06) Visual Transformer for Task-aware Active Learning, [Paper], [Code]
• (arXiv 2024.11) GCI-ViTAL: Gradual Confidence Improvement with Vision Transformers for Active Learning on Label Noise, [Paper]
• (arXiv 2025.05) Balancing Accuracy, Calibration, and Efficiency in Active Learning with Vision Transformers Under Label Noise, [Paper]