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Is the mask decoder weight inherited from the teacher models' decoder? #18

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Vickeyhw opened this issue Feb 3, 2024 · 1 comment

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@Vickeyhw
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Vickeyhw commented Feb 3, 2024

If so, in the full-stage knowledge distillation, the image encoder is randomly initialized, is the mask decoder finetuned at a smaller learning rate than the light weight image encoder? Is this consistent with your implementation?

@shuh15
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shuh15 commented Feb 4, 2024

Yes, the weights for mask decoder are inherited from the teacher, and we use a smaller learning rate for mask decoder compared to image encoder.

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