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Related Questions
- Can attention mechanisms help reduce the forgetting of previously learned tasks in cross-task transfer learning?
- How do explicit methods like attention mechanisms address the issue of catastrophic forgetting in transfer learning?
- What are the implications of using attention mechanisms for mitigating catastrophic forgetting in cross-task transfer learning?
- Can the use of attention mechanisms in transfer learning help adapt to new tasks without forgetting previously learned ones?
- How does the use of explicit methods like attention mechanisms compare to implicit methods in mitigating catastrophic forgetting?
- What are the potential drawbacks of using attention mechanisms to mitigate catastrophic forgetting in transfer learning?
- Can the combination of attention mechanisms with other methods, such as replay or weight regularization, further improve cross-task transfer learning by reducing catastrophic forgetting?
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