Biography
Mark Boss is a researcher at Stability AI. He worked at Unity Technologies before and completed his PhD at the University of Tübingen in the computer graphics group of Prof. Hendrik Lensch. His research interests lie at the intersection of machine learning and computer graphics, focusing mainly on inferring physical properties (shape, material, illumination) from images.
If you are interested in a research collaboration, please drop me a mail with your CV.
Interests
- Machine Learning
- Computer Graphics
- Inverse Rendering
Education
PhD in Computer Science, 2023
University of Tübingen
MSc in Computer Science, 2018
University of Tübingen
BSc in Computer Science, 2016
Osnabrück University of Applied Sciences
News
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
Recent Posts
Recent & Upcoming Talks
Publications
Projects
The amount of NeRF paper each day can become overwhelming. After several summaries, I’ve created a small tool that can create blog posts automatically but also can create daily slide decks from arXiv. The tool runs entirely independently and categorizes cs.CV, writes a summary, extracts a teaser image, and builds a slide deck.
Experience
Research Scientist
Research on object acquisition, usage of deep priors to reduce ambiguities, and generative AI.
Senior Research Scientist
Research on object acquisition and generative AI.
Ph.D. Student
Research on deep learning based material acquisition.
Student Researcher
Research on novel techniques for material, geometry and illumination disentanglement.
Research Intern
Research on casual shape and material acquisition, which resulted in the publication: “Two-shot Spatially-varying BRDF and Shape Estimation”
Android Developer
Development of an Android Application for a mobile payment system.