AdaFilter: Adaptive Filter Fine-tuning for Deep Transfer Learning

national conference on artificial intelligence, 2020.

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Other Links: academic.microsoft.com|arxiv.org

Abstract:

There is an increasing number of pre-trained deep neural network models. However, it is still unclear how to effectively use these models for a new task. Transfer learning, which aims to transfer knowledge from source tasks to a target task, is an effective solution to this problem. Fine-tuning is a popular transfer learning technique f...More

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