thank-you-for-sharing-our-work-marigold-is-really-cool

Haotong Lin (@HaotongLin)

2025-10-10 | ❤️ 56 | 🔁 3

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Thank you for sharing our work! Marigold is really cool! However, it’s somewhat limited by the image VAE — many flying points appear just after encoding a perfect ground-truth depth. Pixel-space diffusion to the rescue 🚀

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Anton Obukhov (@AntonObukhov1)

Pixel-Perfect-Depth: the paper aims to fix Marigold’s loss of sharpness induced by VAE by using VFMs (VGGT/DAv2) and a DiT-based pixel decoder to refine the predictions and achieve clean depth discontinuities. Video by authors. https://t.co/6Hodqhcafi

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AI-ML