Mark Boss
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  • All News
    • Two New Papers on ArXiv
    • OCTOPUS Accepted at NeurIPS 2026
    • ReSWD Accepted at ECCV 2026
    • Three New Papers on ArXiv
    • ReLi3D Accepted at ICLR 2026
    • Two Papers Accepted at ICCV 2025
    • Three Papers Accepted at CVPR 2025
    • Stable Virtual Camera: Generative View Synthesis with Diffusion Models
    • SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images
    • SF3D: Stable Fast 3D Mesh Reconstruction with UV-unwrapping and Illumination Disentanglement
    • Two Papers Accepted at ECCV 2024
    • SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video Diffusion
    • Collaborative Control for Geometry-Conditioned PBR Image Generation
    • SHINOBI: Shape and Illumination using Neural Object Decomposition via BRDF Optimization In-the-wild
    • New Job at Stability AI
    • Talk at Games Day 2023
    • PhD Defended
    • 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
    • SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections
    • Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition
    • NeRD: Neural Reflectance Decomposition from Image Collections
    • NeRD: Neural Reflectance Decomposition from Image Collections
    • Two-shot Spatially-varying BRDF and Shape Estimation
    • Two-shot Spatially-varying BRDF and Shape Estimation
  • Publications
    • 4Director: Controlling Video World Models with Rigid 3D Geometry
    • SemanTok: Predictable Semantic Tokens for Efficient Autoregressive Video Generation
    • Arbor: Explicit Geometric Conditioning for Controllable 3D Asset Generation
    • Stable-Layers: Fine-Tuning Image Layer Decomposition Models with VLM-Scored Reinforcement Learning
    • OCTOPUS: Optimized KV Cache for Transformers via Octahedral Parametrization Under Optimal Squared Error Quantization
    • ReLi3D: Relightable Multi-view 3D Reconstruction with Disentangled Illumination
    • ReSWD: ReSTIR‘d, not shaken. Combining Reservoir Sampling and Sliced Wasserstein Distance for Variance Reduction.
    • SViM3D: Stable Video Material Diffusion for Single Image 3D Generation
    • MARBLE: Material Recomposition and Blending in CLIP-Space
    • Stable Virtual Camera: Generative View Synthesis with Diffusion Models
    • SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images
    • SF3D: Stable Fast 3D Mesh Reconstruction with UV-unwrapping and Illumination Disentanglement
    • SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video Diffusion
    • 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
    • Deep Dual Loss BRDF Parameter Estimation
  • Projects
    • Dicer
    • MixMatch
    • smolPDF
    • Framewise
    • tz
    • Postergeist
    • Outline.md
    • GifDrop
    • Citegeist
    • Geotex
    • PyNanoInstantMeshes
    • TLCyzer
    • farrow-and-ball
    • Online BRDF Visualization
    • Infomark
  • Recent & Upcoming Talks
    • No Two Alike: Generation and editing, Instance by Instance
    • Generative AI for VFX & Games
    • Inverse Rendering for Games
    • Neural Reflectance Decomposition
  • Posts
    • NeRF at CVPR 2023
    • NeRF at ECCV 2022
    • NeRF at NeurIPS 2022
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smolPDF

May 7, 2026 · 0 min read
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Last updated on May 7, 2026
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Mark Boss
Authors
Mark Boss
Co-Head of Visual Research
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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