Matthias Kayser

According to our database, Matthias Kayser authored at least 8 papers between 2021 and 2025.

Collaborative distances:

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

2025

Category-Level Segmentation of Repeated Objects using SAM2 Memory System.

Jiayi Wang, Matthias Kayser, Yipeng Sun

Proceedings of the 2025 9th International Conference on Advances in Artificial Intelligence, 2025

2024

SABER-6D: Shape Representation Based Implicit Object Pose Estimation.

Shishir Reddy Vutukur, Mengkejiergeli Ba, Benjamin Busam, Matthias Kayser, Gurprit Singh

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

Uncertainty-based Forgetting Mitigation for Generalized Few-Shot Object Detection.

Karim Guirguis, George Eskandar, Mingyang Wang, Matthias Kayser, Eduardo Monari, Bin Yang, Jürgen Beyerer

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

2023

Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors.

Karim Guirguis, Mohamed Abdelsamad, George Eskandar, Ahmed Hendawy, Matthias Kayser, Bin Yang, Juergen Beyerer

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

NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging.

Karim Guirguis, Johannes Meier, George Eskandar, Matthias Kayser, Bin Yang, Jürgen Beyerer

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

2022

Few-Shot Object Detection in Unseen Domains.

Karim Guirguis, George Eskandar, Matthias Kayser, Bin Yang, Juergen Beyerer

Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

CFA: Constraint-based Finetuning Approach for Generalized Few-Shot Object Detection.

Karim Guirguis, Ahmed Hendawy, George Eskandar, Mohamed Abdelsamad, Matthias Kayser, Jürgen Beyerer

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

2021

Dynamische Rekonstruktion von bewegten Objekten.

Matthias Kayser

PhD thesis, 2021