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    • SViM3D: Stable Video Material Diffusion for Single Image 3D Generation
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    • Stable Virtual Camera: Generative View Synthesis with Diffusion Models
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    • Collaborative Control for Geometry-Conditioned PBR Image Generation
    • SHINOBI: Shape and Illumination using Neural Object Decomposition via BRDF Optimization In-the-wild
    • Neural Reflectance Decomposition
    • SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections
    • An open-source smartphone app for the quantitative evaluation of thin-layer chromatographic analyses in medicine quality screening
    • Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition
    • NeRD: Neural Reflectance Decomposition from Image Collections
    • Two-shot Spatially-varying BRDF and Shape Estimation
    • Single Image BRDF Parameter Estimation with a Conditional Adversarial Network
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Outline.md

Mar 12, 2026 · 0 min read
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Outline.md overview
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Last updated on Mar 12, 2026
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Mark Boss
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Mark Boss
Co-Head of 3D & Image
I’m a research lead in 3D at Stability AI with research interests in the intersection of machine learning and computer graphics.
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