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Related Questions
- What are some common techniques used to mitigate catastrophic forgetting in meta-learning models?
- How do meta-learning models balance the trade-off between learning new tasks and preserving knowledge of previously learned tasks?
- Can you explain the concept of 'elastic weight consolidation' and its application in meta-learning models?
- How do meta-learning models handle the problem of task interference when adapting to new tasks?
- What is the role of episodic memory in meta-learning models and how does it help prevent catastrophic forgetting?
- Can you discuss the differences between 'online' and 'offline' meta-learning approaches in terms of catastrophic forgetting?
- How do meta-learning models that use gradient-based optimization methods address the issue of catastrophic forgetting when adapting to new tasks?
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