Katja Ludwig

According to our database, Katja Ludwig authored at least 20 papers between 2020 and 2024.

Collaborative distances:

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

2024

The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data.

Luuk H. Boulogne, Julian Lorenz, Daniel Kienzle, Robin Schön, Katja Ludwig, Rainer Lienhart, Simon Jégou, Guang Li, Cong Chen, Qi Wang, Derik Shi, Mayug Maniparambil, Dominik Müller, Silvan Mertes, Niklas Schröter, Fabio Hellmann, Miriam Elia, Ine Dirks, Matías Nicolás Bossa, Abel Díaz Berenguer, Tanmoy Mukherjee, Jef Vandemeulebroucke, Hichem Sahli, Nikos Deligiannis, Panagiotis Gonidakis, Ngoc Dung Huynh, Imran Razzak, Mohamed Reda Bouadjenek, Mario Verdicchio, Pasquale Borrelli, Marco Aiello, James A. Meakin, Alexander Lemm, Christoph Russ, Razvan Ionasec, Nikos Paragios, Bram van Ginneken, Marie-Pierre Revel

Medical Image Anal., 2024

A Fair Ranking and New Model for Panoptic Scene Graph Generation.

Julian Lorenz, Alexander Pest, Daniel Kienzle, Katja Ludwig, Rainer Lienhart

Proceedings of the Computer Vision - ECCV 2024, 2024

Adapting the Segment Anything Model During Usage in Novel Situations.

Robin Schön, Julian Lorenz, Katja Ludwig, Rainer Lienhart

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

A Review and Efficient Implementation of Scene Graph Generation Metrics.

Julian Lorenz, Robin Schön, Katja Ludwig, Rainer Lienhart

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

Towards Learning Monocular 3D Object Localization from 2D Labels Using the Physical Laws of Motion.

Daniel Kienzle, Katja Ludwig, Julian Lorenz, Rainer Lienhart

Proceedings of the International Conference on 3D Vision, 2024

2023

Detecting Arbitrary Keypoints on Limbs and Skis with Sparse Partly Correct Segmentation Masks.

Katja Ludwig, Daniel Kienzle, Julian Lorenz, Rainer Lienhart

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

Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting Transformers.

Moritz Einfalt, Katja Ludwig, Rainer Lienhart

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

Impact of Pseudo Depth on Open World Object Segmentation with Minimal User Guidance.

Robin Schön, Katja Ludwig, Rainer Lienhart

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

All Keypoints You Need: Detecting Arbitrary Keypoints on the Body of Triple, High, and Long Jump Athletes.

Katja Ludwig, Julian Lorenz, Robin Schön, Rainer Lienhart

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Custom Pretrainings and Adapted 3D-ConvNeXt Architecture for COVID Detection and Severity Prediction.

Daniel Kienzle, Julian Lorenz, Robin Schön, Katja Ludwig, Rainer Lienhart

CoRR, 2022

Detecting Arbitrary Intermediate Keypoints for Human Pose Estimation with Vision Transformers.

Katja Ludwig, Philipp Harzig, Rainer Lienhart

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

COVID Detection and Severity Prediction with 3D-ConvNeXt and Custom Pretrainings.

Daniel Kienzle, Julian Lorenz, Robin Schön, Katja Ludwig, Rainer Lienhart

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Recognition of Freely Selected Keypoints on Human Limbs.

Katja Ludwig, Daniel Kienzle, Rainer Lienhart

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Extended Self-Critical Pipeline for Transforming Videos to Text (TRECVID-VTT Task 2021) - Team: MMCUniAugsburg.

Philipp Harzig, Moritz Einfalt, Katja Ludwig, Rainer Lienhart

CoRR, 2021

Self-Supervised Learning for Human Pose Estimation in Sports.

Katja Ludwig, Sebastian A. Scherer, Moritz Einfalt, Rainer Lienhart

Proceedings of the 2021 IEEE International Conference on Multimedia & Expo Workshops, 2021

Unsupervised Domain Extension for Nighttime Semantic Segmentation in Urban Scenes.

Sebastian A. Scherer, Robin Schön, Katja Ludwig, Rainer Lienhart

Proceedings of the 2nd International Conference on Deep Learning Theory and Applications, 2021

2020

Transforming Videos to Text (VTT Task) Team: MMCUniAugsburg.

Philipp Harzig, Moritz Einfalt, Katja Ludwig, Rainer Lienhart

Proceedings of the 2020 TREC Video Retrieval Evaluation, 2020

End-to-End Mobile Network Slice Embedding Leveraging Edge Computing.

Andrea Fendt, Christian Mannweiler, Katja Ludwig, Lars-Christoph Schmelz, Bernhard Bauer

Proceedings of the NOMS 2020, 2020

Robust Estimation of Flight Parameters for SKI Jumpers.

Katja Ludwig, Moritz Einfalt, Rainer Lienhart

Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

An Efficient Online Heuristic for Mobile Network Slice Embedding.

Katja Ludwig, Andrea Fendt, Bernhard Bauer

Proceedings of the 23rd Conference on Innovation in Clouds, 2020