Paper | Code | Average Incremental Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|
FOSTER: Feature Boosting and Compression for Class-Incremental Learning | ✓ Link | 80.22 | FOSTER | 2022-04-10 |
RMM: Reinforced Memory Management for Class-Incremental Learning | ✓ Link | 79.52 | RMM (ResNet-18) | 2023-01-14 |
Essentials for Class Incremental Learning | ✓ Link | 79.44 | CCIL-SD | 2021-02-18 |
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning | ✓ Link | 75.82 | PODNet | 2020-04-28 |
iCaRL: Incremental Classifier and Representation Learning | ✓ Link | 65.56 | iCaRL* | 2016-11-23 |