Dominik Muhle
7 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Computer Vision
(7)
Analysis
(7)
Machine Learning
(5)
Deep Learning
(4)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Mathematics & Optimization
(2)
Models
(2)
Optimization
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Keywords
self-supervised learning
(3)
depth estimation
(2)
uncertainty quantification
(2)
pose estimation
(2)
scene reconstruction
(2)
knowledge distillation
(2)
camera pose
(2)
depth prediction
(2)
diffusion model
(2)
covariance estimation
(1)
video understanding
(1)
monocular depth estimation
(1)
optimal transport
(1)
uncertainty modeling
(1)
structure from motion
(1)
neural radiance field
(1)
feature embedding
(1)
video sequence
(1)
feature correspondence
(1)
semantic matching
(1)
Papers
AnyCam: Learning to Recover Camera Poses and Intrinsics from Casual Videos
CVPR 2025
Dream-to-Recon: Monocular 3D Reconstruction with Diffusion-Depth Distillation from Single Images
ICCV 2025
GECO: Geometrically Consistent Embedding with Lightspeed Inference
ICCV 2025
Nonisotropic Gaussian Diffusion for Realistic 3D Human Motion Prediction
CVPR 2025
Boosting Self-Supervision for Single-View Scene Completion via Knowledge Distillation
CVPR 2024
Learning Correspondence Uncertainty via Differentiable Nonlinear Least Squares
CVPR 2023
The Probabilistic Normal Epipolar Constraint for Frame-to-Frame Rotation Optimization Under Uncertain Feature Positions
CVPR 2022