| Year | Title | Author | Publication | Code | Tasks | Notes | Datasets | Notions |
|---|---|---|---|---|---|---|---|---|
| 2022 | Prepare for the Worst, Hope for the Best: Active Robust Learning On Distributions | Ghafarian and Yazdi | IEEE CYB | - | Classification |
probabilistic minimax active learning, Bayesian settings, None, Tra, Hard |
USPSDIST, 20newsgroup dataset,COIL Unprocessed and COIL Processed Datasets, Article Sentences Dataset, Reuters-21578 | |
| 2022 | Bioinspired Scene Classification by Deep Active Learning With Remote Sensing Applications | Zhang et al. | IEEE CYB | - | Remote Sensing Applications |
human gaze behaviors, SVM, None, Tra, Hard |
Scene-15, Scene-67, ZJU Aerial, ILSVRC-2010, SUN397, Places205 | |
| 2022 | Cold-Start Active Sampling Via γ-Tube | Cao et al. | IEEE CYB | - | Classification, Regreesion |
Disagreement , SVM, None, Tra, Hard |
Phishing, Adult, Satimage, MNIST | Cold-Start |
| 2022 | Active Domain Adaptation With Application to Intelligent Logging Lithology Identification | Chang et al. | IEEE CYB | - | Lithology Identification | Uncertainty, MLP, Domain Adaptation, Tra, Psedo+Human |
Dataset A,B,C | |
| 2022 | Spatio-Temporal-Spectral Hierarchical Graph Convolutional Network With Semisupervised Active Learning for Patient-Specific Seizure Prediction | Li et al. | IEEE CYB | - | electroencephalogram (EEG) | Uncertainty,CNN+GNN, None, Tra, pseudo+Human |
Patient |