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Related Questions
- What are the key differences between fine-tuning and transfer learning in AI models?
- Can you explain how pre-training on a large dataset can improve a model's ability to adapt to new domains?
- How does the choice of pre-training task and dataset impact the generalizability of a transfer-learned model?
- What are some common challenges associated with transfer learning, and how can they be addressed?
- Can you discuss the role of task similarity in determining the effectiveness of transfer learning?
- How do you think the concept of transfer learning will evolve in the field of AI in the next 5 years?
- What are some real-world applications of transfer learning that demonstrate its effectiveness in enhancing generalizability?
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