notesum.ai
Published at November 10Deep Active Learning in the Open World
cs.LG
cs.AI
cs.CV
Released Date: November 10, 2024
Authors: Tian Xie1, Jifan Zhang1, Haoyue Bai1, Robert Nowak1
Aff.: 1University of Wisconsin Madison

| Dataset | Initial #Classes (||) | Total #Classes | #Iteration () | Batch Size () |
|---|---|---|---|---|
| CIFAR100 | 3 | 100 | 15 | 50 |
| ImageNet-1K | 10 | 1000 | 10 | 1000 |
| Places365 | 3 | 365 | 10 | 200 |
| CIFAR100 | 10 | 100 | 15 | 50 |
| CIFAR100 | 30 | 100 | 15 | 50 |
| CIFAR100 | 50 | 100 | 15 | 50 |