Active Learning
Balanced Selection
Introduced by Emam et al. in Active Learning at the ImageNet ScalePapers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Language Modelling | 51 | 8.23% |
| Large Language Model | 22 | 3.55% |
| Question Answering | 19 | 3.06% |
| Semantic Segmentation | 16 | 2.58% |
| Retrieval | 14 | 2.26% |
| Decision Making | 12 | 1.94% |
| Object Detection | 12 | 1.94% |
| Text Generation | 11 | 1.77% |
| Incremental Learning | 10 | 1.61% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
