| Year | Title | Author | Publication | Code | Tasks | Notes | Datasets | Notions |
|---|---|---|---|---|---|---|---|---|
| 2019 | Learning Loss for Active Learning | Yoo and Kweon | CVPR | - | Image CLassification | loss prediction, DNNs, None, Tra, Hard |
PASCAL VOC 2007/ 2012, CIFAR-10. | task-agnostic |
| 2018 | The Power of Ensembles for Active Learning in Image Classification | Beluch et al. | CVPR | - | Image Classification | Monte-Carlo Dropout, CNNs, None, Tra, Hard |
MNIST and CIFAR-10, | ensembles |