MixER: Mixup-Based Experience Replay for Online Class-Incremental Learning
Continual learning in the online class-incremental setting aims to learn new classes continuously from a consistent data stream while retaining the knowledge of old classes to prevent catastrophic forgetting. Traditional replay-based methods store and use old-class data to achieve this. However, the...
Sábháilte in:
| Príomhchruthaitheoirí: | , , , |
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| Formáid: | Artigo |
| Teanga: | Inglês |
| Foilsithe / Cruthaithe: |
IEEE
2024-01-01
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| Sraith: | IEEE Access |
| Ábhair: | |
| Rochtain ar líne: | https://ieeexplore.ieee.org/document/10474005/ |
| Clibeanna: |
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