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WILDS-Camelyon
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Findings
IC-1099
AdamW-pretrained vision models (ViTs, ConvNeXt) have disproportionately large embedding-layer gradients at initialization, causing SGD fine-tuning to degrade OOD accuracy by up to 15% relative to AdamW
[eval]