Comments (1)
ZhenZHAO
commented on September 27, 2024
幅度大吗？合理的震荡其实就是我们想要的，
- 第一因为有threshold，这样unsupervised consistency loss会不断有新样本进来，contribute to the loss.
- 第二，因为有这两种augmentation。极限的想，如果没有aug会怎么样呢？会很快converge。这也是所有的半监督（不论分类分割检测）研究中，strong augmentation起作用的方式。这样就不停地产生 prediction disagreement. 要是prediction快速收敛掉，那模型也就学不到什么了。纯个人理解
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