Rethinking Uncertainty in Active Learning for Image Classification: When Confidence Is Misleading

Published in ACM International Conference on Multimedia (ACM MM 2026), 2026

Zilong Ling, Huabin Wang, Liang Du, Xuejun Li, Peng Zhou*. (2026). "Rethinking Uncertainty in Active Learning for Image Classification: When Confidence Is Misleading." ACM International Conference on Multimedia (ACM MM 2026), 2026. (Corresponding author) paper code supplementary material