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Related Questions
- What are the key differences between data augmentation and data synthesis in machine learning?
- Can you provide examples of data augmentation techniques used in image classification tasks?
- How does data synthesis compare to data augmentation in terms of data quality and diversity?
- What are some common applications of data augmentation in natural language processing tasks?
- Can you explain the concept of adversarial data augmentation and its role in robustness training?
- How does data synthesis impact the performance of deep neural networks in image recognition tasks?
- What are the potential risks and challenges associated with using data synthesis in machine learning?
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