Paper | Code | Average Incremental Accuracy | Final Accuracy | ModelName | ReleaseDate |
---|---|---|---|---|---|
RMM: Reinforced Memory Management for Class-Incremental Learning | ✓ Link | 67.45 | RMM (ResNet-18) | 2023-01-14 | |
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning | ✓ Link | 64.13 | PODNet | 2020-04-28 | |
Learning a Unified Classifier Incrementally via Rebalancing | ✓ Link | 59.92 | UCIR (NME)* | 2019-06-01 | |
Scalable Learning with Incremental Probabilistic PCA | ✓ Link | 71.25 | PPCA-CLIP | 2022-12-20 |