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URL https://arxiv · arXiv 2310.03559

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cs.CV 1

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2026 1

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Foundation VAEs for 3D CT Reconstruction, Augmentation, and Generation

cs.CV · 2026-05-29 · unverdicted · novelty 6.0

A foundation VAE pretrained on natural images and videos serves as a frozen interface for CT reconstruction, augmentation, and generation, yielding 3.9% NSD gains in segmentation and improved generation metrics across 18 diseases.

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  • Foundation VAEs for 3D CT Reconstruction, Augmentation, and Generation cs.CV · 2026-05-29 · unverdicted · none · ref 13

    A foundation VAE pretrained on natural images and videos serves as a frozen interface for CT reconstruction, augmentation, and generation, yielding 3.9% NSD gains in segmentation and improved generation metrics across 18 diseases.