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Adapting DINOv2 weights to 3D. #1

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MohammedSB opened this issue Feb 12, 2024 · 1 comment
Open

Adapting DINOv2 weights to 3D. #1

MohammedSB opened this issue Feb 12, 2024 · 1 comment

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@MohammedSB
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Implement weight inflation (centering inflation) as described here https://arxiv.org/pdf/2302.04303.pdf.
Will need to also test the performance difference on 3D segmentation tasks of the weight inflation DINOv2, compared to DINOv2 as it is.

There is also another approach described here that we can try:
https://arxiv.org/pdf/2209.07026.pdf.

@Yuki-Suprise
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Do you have a completed script please? If so, can you show me how to implement it?

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