Year | Title | Author | Publication | Code | Tasks | Notes | Datasets | Notions |
---|---|---|---|---|---|---|---|---|
2017 | Deep Active Learning Through Cognitive Information Parcels | Zhao et al. | ACMM | - | Recognition | Cognitive error , DNNs , Cognitive Information Parcles , Tra ,Hard |
MNIST, CIFAR-10, CIFAR-100 | |
2017 | Adaptive Low-Rank Multi-Label Active Learning for Image Classification | Wu et al. | ACMM | - | Image Classification | diversity , DNNs , None , Tra , Hard |
Scene, Core15k, NUS-WIDE, Core16k, Emotions, Yeast | Multi-label active learning |