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How to add SSPCAB to the classification model? #3

Closed nico-zck closed 2 years ago

nico-zck commented 2 years ago

In your paper, you said "we generally replace the penultimate convolutional layer with SSPCAB". It sounds reasonable to do this for reconstruction models, since their penultimate layer usually have high-res and low-level features for reconstructing. But the penultimate layer of a classification model, e.g., CutPaste, has a very low-res and high-level feature map. Does SSPCAB still be applied as the same way?

ristea commented 2 years ago

Yes. It is applied in the same way for CutPaste approach. It is introduced in the penultimate conv layer of the model.

tylgczq commented 2 years ago

Yes. It is applied in the same way for CutPaste approach. It is introduced in the penultimate conv layer of the model.

For example, in HF2VAD, we should apply the sspcab in the penultimate conv layer of CVAD, rather than in the penultimate conv layer of ML_MemAE-SC?