Olaf Dünkel
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(27)
Top co-authors
Research topics
Deep Learning
(5)
Machine Learning
(5)
Computer Vision
(4)
Analysis
(4)
Learning Types
(4)
Artificial Intelligence
(2)
Models
(2)
Optimization & Theory
(2)
Techniques
(2)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Keywords
semantic correspondence
(2)
reinforcement learning
(1)
probabilistic modeling
(1)
manifold learning
(1)
density estimation
(1)
self-supervised learning
(1)
human pose estimation
(1)
facial landmark detection
(1)
semantic matching
(1)
generative model
(1)
diffusion model
(1)
normalizing flow
(1)
vision-language model
(1)
image classifier
(1)
convex polytope
(1)
out-of-distribution robustness
(1)
3d morphable model
(1)
safety-critical system
(1)
safety-critical application
(1)
contrastive objective
(1)
Papers
CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts
ICCV 2025
Common3D: Self-Supervised Learning of 3D Morphable Models for Common Objects in Neural Feature Space
CVPR 2025
Do It Yourself: Learning Semantic Correspondence from Pseudo-Labels
ICCV 2025
Normalizing Flows on the Product Space of SO(3) Manifolds for Probabilistic Human Pose Modeling
CVPR 2024
Sample-Specific Output Constraints for Neural Networks
AAAI 2021