- BAL: Balancing Diversity and Novelty for Active Learning [2024, TPAMI]
- Bayesian Estimate of Mean Proper Scores for Diversity-Enhanced Active Learning [2023, TPAMI]
- Contrastive Coding for Active Learning under Class Distribution Mismatch [2021, ICCV/TPAMI]
- Joint Active Learning with Feature Selection via CUR Matrix Decomposition [2019, TPAMI]
- Active learning by querying informative and representative examples [2014, TPAMI]
- Scalable active learning for multiclass image classification [2012, TPAMI]
- Multi-Class Active Learning for Image Classification [CVPR, 2009]