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Related Questions
- What are the primary causes of catastrophic forgetting in fine-tuning pre-trained models?
- How can you implement knowledge distillation to prevent catastrophic forgetting?
- What is the role of regularization techniques in mitigating catastrophic forgetting?
- Can you explain the concept of elastic weight consolidation and its application in preventing catastrophic forgetting?
- How can you use transfer learning to minimize the effects of catastrophic forgetting?
- What are the key differences between online and offline fine-tuning in terms of catastrophic forgetting?
- Can you discuss the use of meta-learning algorithms to adapt to new tasks and prevent catastrophic forgetting?
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