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Convit: Improving vision transformers with soft convolutional inductive biases

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Deeper Inside Deep ViT

cs.CV · 2025-08-06 · conditional · novelty 5.0

Small-scale ViT-22B models outperform standard ViT under matched parameter counts on CIFAR, and a proposed ViTUnet runs image-to-image translation, though without strong quantitative validation.

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  • Deeper Inside Deep ViT cs.CV · 2025-08-06 · conditional · none · ref 8

    Small-scale ViT-22B models outperform standard ViT under matched parameter counts on CIFAR, and a proposed ViTUnet runs image-to-image translation, though without strong quantitative validation.