Concept detail
catastrophic forgetting
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Observed neighbors
native memory
Native memory is proposed as the mechanism to prevent catastrophic forgetting in continual learning.
1 source videos
The new architecture challenging AI’s dominant ideastep-size optimization
Proposed mechanism for preventing the failure mode; per-parameter step sizes regulate how much prior knowledge a new update can overwrite.
1 source videos
Rich Sutton and Khurram Javed: Why AI Models Stop Learning, and How to Start It Again