Marco Rudolph
7 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Computer Vision
(5)
Deep Learning
(5)
Machine Learning
(4)
Analysis
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Architectures
(2)
Bayesian & Probabilistic
(2)
Models
(2)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
normalizing flow
(5)
density estimation
(3)
probabilistic modeling
(2)
human pose estimation
(2)
anomaly detection
(2)
defect detection
(2)
posterior distribution
(1)
3d pose estimation
(1)
saliency map
(1)
monocular estimation
(1)
3d human pose estimation
(1)
uncertainty estimation
(1)
concept extraction
(1)
industrial inspection
(1)
interpretable feature
(1)
industrial defect detection
(1)
multi-view consistency
(1)
mesh recovery
(1)
neural network
(1)
self-explaining neural network
(1)
Papers
Utilizing Uncertainty in 2D Pose Detectors for Probabilistic 3D Human Mesh Recovery
WACV 2025
Q-SENN: Quantized Self-Explaining Neural Networks
AAAI 2024
Asymmetric Student-Teacher Networks for Industrial Anomaly Detection
WACV 2023
Fully Convolutional Cross-Scale-Flows for Image-Based Defect Detection
WACV 2022
CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild
CVPR 2021
Probabilistic Monocular 3D Human Pose Estimation With Normalizing Flows
ICCV 2021
Same Same but DifferNet: Semi-Supervised Defect Detection With Normalizing Flows
WACV 2021