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sallymmx avatar sallymmx commented on July 20, 2024

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laohuijiadezhu avatar laohuijiadezhu commented on July 20, 2024

我有类似的问题,请问应该如何做小样本设置的实验,即如何进行论文中“Figure 3”的实验? @bedman367 @sallymmx @jiazheng-xing

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yanghhx avatar yanghhx commented on July 20, 2024

你好,我也有类似的小样本设置的问题,few-shot如何划分样本集呢?zero-shot的实验是把有标签的训练结果当做预训练模型,然后直接把这个预训练的模型拿来做zero-shot测试么?zero-shot的测试跟一般的测试有什么区别呢?它们测试用的数据集是一样的吗?

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Mia-YatingYu avatar Mia-YatingYu commented on July 20, 2024

你好,我也有类似的小样本设置的问题,few-shot如何划分样本集呢?zero-shot的实验是把有标签的训练结果当做预训练模型,然后直接把这个预训练的模型拿来做zero-shot测试么?zero-shot的测试跟一般的测试有什么区别呢?它们测试用的数据集是一样的吗?

这里零样本应该是使用在k400上预训练模型直接拿来做在ucf101和hmdb51上做zero-shot测试,但是由于这些数据集当中有少数类别是重合的,这里应该也没有做特别严格的确保一定是unseen

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