Simon Donné
8 papers · 2015–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird
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Research topics
Computer Vision
(7)
Analysis
(6)
Deep Learning
(4)
Machine Learning
(4)
Generation
(3)
Learning Types · Deep Learning
(3)
Core Methods
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Applications
(1)
Architectures
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Mathematics
(1)
Models
(1)
Keywords
3d reconstruction
(3)
point cloud
(3)
gradient-based optimization
(1)
motion estimation
(1)
self-supervised learning
(1)
diffusion model
(1)
3d vision
(1)
deep neural network
(1)
structure from motion
(1)
photometric stereo
(1)
shape reconstruction
(1)
quadratic optimization
(1)
depth estimation
(1)
convolutional neural network
(1)
object detection
(1)
text-to-image model
(1)
geometry reconstruction
(1)
differentiable rendering
(1)
mesh extraction
(1)
pose estimation
(1)
Papers
Geometry Image Diffusion: Fast and Data-Efficient Text-to-3D with Image-Based Surface Representation
ICLR 2025
Collaborative Control for Geometry-Conditioned PBR Image Generation
ECCV 2024
On Joint Estimation of Pose, Geometry and svBRDF From a Handheld Scanner
CVPR 2020
Connecting the Dots: Learning Representations for Active Monocular Depth Estimation
CVPR 2019
Learning Non-Volumetric Depth Fusion Using Successive Reprojections
CVPR 2019
PointFlowNet: Learning Representations for Rigid Motion Estimation From Point Clouds
CVPR 2019
Deep Marching Cubes: Learning Explicit Surface Representations
CVPR 2018
Point Triangulation Through Polyhedron Collapse Using the l[?] Norm
ICCV 2015