Please cite the following bib entry in case you use it:
@article{kilickaya2023towards,
author = {Kilickaya, Mert and Van der Weijer, Joost and Asano, Yuki},
title = {Towards Label-Efficient Incremental Learning: A Survey},
journal = {arXiv preprint arXiv:2302.00353},
year = {2023}
}
You have a cool paper you think we should consider? Please open an issue or send me an e-mail.
| Algorithm | Setting | Year | Code |
|---|---|---|---|
| CNLL | Within | 2017 | - |
| DistillMatch | Within | 2021 | Code |
| ORDisCo | Within | 2021 | - |
| MetaCon | Within | 2021 | - |
| PGL | Within | 2022 | Code |
| NNCSL | Within | 2022 | Code |
| DMC | Auxiliary | 2020 | - |
| CIL-QUD | Auxiliary | 2022 | Code |
| CoTTA | Test | 2022 | Code |
| NOTE | Test | 2022 | Code |
| Algorithm | Setting | Year | Code |
|---|---|---|---|
| TOPIC | Graph | 2020 | - |
| CEC | Graph | 2021 | - |
| IDL-VQ | Clustering | 2020 | - |
| SA-KD | Clustering | 2021 | - |
| Sub-Reg | Clustering | 2020 | Code |
| FACT | Clustering | 2022 | Code |
| NCollapse | Clustering | 2023 | Code |
| CoSR | Clustering | 2023 | - |
| FSLL | Architectural | 2021 | - |
| C-FSCIL | Architectural | 2022 | Code |
| Algorithm | Setting | Year | Code |
|---|---|---|---|
| SSL-OCL | Pre-training | 2021 | - |
| PASS | Auxiliary-training | 2021 | - |
| Buffer-SSL | Main-training | 2022 | - |
| LUMP | Main-training | 2022 | Code |
| CaSSLe | Main-training | 2022 | Code |
| PFR | Main-training | 2022 | - |
| SCALE | Main-training | 2022 | - |
More details coming soon!