Paper | Code | Average Incremental Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|
RMM: Reinforced Memory Management for Class-Incremental Learning | ✓ Link | 78.47 | RMM (ResNet-18) | 2023-01-14 |
DER: Dynamically Expandable Representation for Class Incremental Learning | ✓ Link | 77.73 | DER | 2021-03-31 |
FOSTER: Feature Boosting and Compression for Class-Incremental Learning | ✓ Link | 77.54 | FOSTER | 2022-04-10 |
Essentials for Class Incremental Learning | ✓ Link | 76.77 | CCIL-SD | 2021-02-18 |
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning | ✓ Link | 73.14 | PODNet | 2020-04-28 |