Mark Boss
12 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (17) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Champion
(2)
π€
Dynamic Duo
(11)
ποΈ
Keyword Collector
(56)
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Trend Setter
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Century Club Β· Bronze
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Prolific Year Β· Productive
Venues
Top co-authors
Research topics
Computer Vision
(10)
Analysis
(9)
Generation
(7)
Deep Learning
(5)
Processing
(5)
Models
(3)
Artificial Intelligence
(2)
Computer Science
(2)
Applications
(2)
Core AI Β· Computer Vision
(2)
Core AI Β· Artificial Intelligence
(2)
Machine Learning
(1)
Application Areas
(1)
Core Methods
(1)
Domain-Specific
(1)
Keywords
3d reconstruction
(3)
novel view synthesis
(3)
diffusion model
(3)
physically-based rendering
(2)
view synthesis
(2)
neural radiance field
(2)
brdf estimation
(2)
inverse rendering
(2)
material prediction
(2)
mesh generation
(2)
single image
(2)
neural rendering
(2)
shape estimation
(2)
illumination estimation
(1)
text-to-image model
(1)
3d generation
(1)
image reconstruction
(1)
pose estimation
(1)
surface normal
(1)
point cloud
(1)
Papers
MARBLE: Material Recomposition and Blending in CLIP-Space
CVPR 2025
SF3D: Stable Fast 3D Mesh Reconstruction with UV-unwrapping and Illumination Disentanglement
CVPR 2025
SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images
CVPR 2025
Stable Virtual Camera: Generative View Synthesis with Diffusion Models
ICCV 2025
SViM3D: Stable Video Material Diffusion for Single Image 3D Generation
ICCV 2025
Collaborative Control for Geometry-Conditioned PBR Image Generation
ECCV 2024
SHINOBI: Shape and Illumination using Neural Object Decomposition via BRDF Optimization In-the-wild
CVPR 2024
SV3D: Novel Multi-view Synthesis and 3D Generation from a Single Image using Latent Video Diffusion
ECCV 2024
SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections
NeurIPS 2022
NeRD: Neural Reflectance Decomposition From Image Collections
ICCV 2021
Neural-PIL: Neural Pre-Integrated Lighting for Reflectance Decomposition
NeurIPS 2021
Two-Shot Spatially-Varying BRDF and Shape Estimation
CVPR 2020