Marco Rudolph

According to our database, Marco Rudolph authored at least 13 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Industrial anomaly detection with normalizing flows.

Marco Rudolph

PhD thesis, 2024

The voraus-AD Dataset for Anomaly Detection in Robot Applications.

Jan Thieß Brockmann, Marco Rudolph, Bodo Rosenhahn, Bastian Wandt

IEEE Trans. Robotics, 2024

Integrating Domain Expertise into Dynamic Digital Models: A Methodology for Behaviour-Driven Production Modelling.

Ishita Garg, David Hoffmann, Arndt Lüder, Marco Rudolph

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

SplatPose & Detect: Pose-Agnostic 3D Anomaly Detection.

Mathis Kruse, Marco Rudolph, Dominik Woiwode, Bodo Rosenhahn

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Q-SENN: Quantized Self-Explaining Neural Networks.

Thomas Norrenbrock, Marco Rudolph, Bodo Rosenhahn

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Take 5: Interpretable Image Classification with a Handful of Features.

Thomas Norrenbrock, Marco Rudolph, Bodo Rosenhahn

CoRR, 2023

Asymmetric Student-Teacher Networks for Industrial Anomaly Detection.

Marco Rudolph, Tom Wehrbein, Bodo Rosenhahn, Bastian Wandt

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

Semantic Segmentation for Fully Automated Macrofouling Analysis on Coatings after Field Exposure.

Lutz M. K. Krause, Emily Manderfeld, Patricia Gnutt, Louisa Vogler, Ann Wassick, Kailey Richard, Marco Rudolph, Kelli Z. Hunsucker, Geoffrey W. Swain, Bodo Rosenhahn, Axel Rosenhahn

CoRR, 2022

Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection.

Marco Rudolph, Tom Wehrbein, Bodo Rosenhahn, Bastian Wandt

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

2021

Same Same But DifferNet: Semi-Supervised Defect Detection with Normalizing Flows.

Marco Rudolph, Bastian Wandt, Bodo Rosenhahn

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Probabilistic Monocular 3D Human Pose Estimation with Normalizing Flows.

Tom Wehrbein, Marco Rudolph, Bodo Rosenhahn, Bastian Wandt

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild.

Bastian Wandt, Marco Rudolph, Petrissa Zell, Helge Rhodin, Bodo Rosenhahn

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2019

Structuring Autoencoders.

Marco Rudolph, Bastian Wandt, Bodo Rosenhahn

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019