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Great work! I am trying to learn from the formula and walk through the proof of propositions. I was trying to find the derivatives of the loss function and encountered finding the partial derivative of the cosine similarity term. By comparing my answer and steps in the paper I kind of get this result (as the image shows).
I am not quite sure if that is correct and how that works. Would you mind help me a bit with this?
The text was updated successfully, but these errors were encountered:
Hi and thank you!
The second line is correct as the z_j is independent of z_i. However, in the first line, z^1_i and z^2_i are augmentations of the same image which means they are dependent on each other. Therefore, the first term is not necessarily correct.
I hope it would have helped.
Hi there,
Great work! I am trying to learn from the formula and walk through the proof of propositions. I was trying to find the derivatives of the loss function and encountered finding the partial derivative of the cosine similarity term. By comparing my answer and steps in the paper I kind of get this result (as the image shows).
I am not quite sure if that is correct and how that works. Would you mind help me a bit with this?
The text was updated successfully, but these errors were encountered: