Paper | Code | Average Incremental Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|
Do Your Best and Get Enough Rest for Continual Learning | ✓ Link | 76.95 | View-Batch(DER) | 2025-03-24 |
Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning | ✓ Link | 75.47 | TCIL-Lite | 2022-12-29 |
Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning | ✓ Link | 75.11 | TCIL | 2022-12-29 |
DER: Dynamically Expandable Representation for Class Incremental Learning | ✓ Link | 73.98 | DER(ResNet-18) | 2021-03-31 |
FOSTER: Feature Boosting and Compression for Class-Incremental Learning | ✓ Link | 70.65 | FOSTER | 2022-04-10 |