Also called lifelong learning, or continual learning.
This repository will store all my implementations of Incremental Learning's papers.
Every model must inherit inclearn.models.base.IncrementalLearner.
✅ --> Paper implemented & reached expected (or more) results.
🚧 --> Runnable but not yet reached expected results.
❌ --> Not yet implemented or barely working.
✅ iCaRL
🚧 Learning without Forgetting (LwF)
✅ End-to-End Incremental Learning (E2E)
❌ Overcoming catastrophic forgetting (EWC)
- Add subparser per paper