1. A survey on active deep learning: From model driven to data driven;Liu;ACM Comput. Surv.,2022
2. A survey of deep active learning;Ren;ACM Comput. Surv.,2021
3. Y. Gal, R. Islam, Z. Ghahramani, Deep Bayesian active learning with image data, in: ICML, Vol. 70, 2017, pp. 1183–1192.
4. Deep ensemble bayesian active learning: Addressing the mode collapse issue in monte carlo dropout via ensembles;Pop,2018
5. W.H. Beluch, T. Genewein, A. Nürnberger, J.M. Köhler, The power of ensembles for active learning in image classification, in: CVPR, 2018, pp. 9368–9377.