Paper | Code | Average Incremental Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|
D3Former: Debiased Dual Distilled Transformer for Incremental Learning | ✓ Link | 68.68 | D3Former | 2022-07-25 |
RMM: Reinforced Memory Management for Class-Incremental Learning | ✓ Link | 66.21 | RMM (Modified ResNet-32) | 2023-01-14 |
FOSTER: Feature Boosting and Compression for Class-Incremental Learning | ✓ Link | 63.83 | FOSTER | 2022-04-10 |
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning | ✓ Link | 60.72 | PODNet | 2020-04-28 |
Large Scale Incremental Learning | ✓ Link | 48.96 | BiC | 2019-05-30 |