Table 2.
Time consumption (in seconds) of different update methods under the margin sampling strategy.
| Retrain | Mistake replay | Proposed | Queried only | |
|---|---|---|---|---|
| PCam | 296.16 | 142.50 | 28.92 | 28.66 |
| MNIST | 387.96 | 190.98 | 38.67 | 38.99 |
| CIFAR10 | 378.62 | 187.45 | 38.09 | 37.83 |
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