Nikolas Ebert

According to our database, Nikolas Ebert authored at least 13 papers between 2022 and 2026.

Collaborative distances:

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

2026

IonMorphNet: Generalizable Learning of Ion Image Morphologies for Peak Picking in Mass Spectrometry Imaging.

Philipp Weigand, Niels Nawrot, Nikolas Ebert, Carsten Hopf, Oliver Wasenmüller

CoRR, April, 2026

SSFT: A Lightweight Spectral-Spatial Fusion Transformer for Generic Hyperspectral Classification.

Alexander Musiat, Nikolas Ebert, Oliver Wasenmüller

CoRR, April, 2026

Spatial self-supervised Peak Learning and correlation-based Evaluation of peak picking in Mass Spectrometry Imaging.

Philipp Weigand, Nikolas Ebert, Shad A. Mohammed, Denis Abu Sammour, Carsten Hopf, Oliver Wasenmüller

CoRR, March, 2026

2025

Enhancing robustness and generalization in microbiological few-shot detection through synthetic data generation and contrastive learning.

Nikolas Ebert, Didier Stricker, Oliver Wasenmüller

Comput. Biol. Medicine, 2025

D-PLS: Decoupled Semantic Segmentation for 4D-Panoptic-LiDAR-Segmentation.

Maik Steinhauser, Laurenz Reichardt, Nikolas Ebert, Oliver Wasenmüller

Proceedings of the 20th International Joint Conference on Computer Vision, 2025

Classifier Ensemble for Efficient Uncertainty Calibration of Deep Neural Networks for Image Classification.

Michael Schulze, Nikolas Ebert, Laurenz Reichardt, Oliver Wasenmüller

Proceedings of the 20th International Joint Conference on Computer Vision, 2025

2024

GenFormer - Generated Images Are All You Need to Improve Robustness of Transformers on Small Datasets.

Sven Oehri, Nikolas Ebert, Ahmed Abdullah, Didier Stricker, Oliver Wasenmüller

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Boosting Few-Shot Detection with Large Language Models and Layout-to-Image Synthesis.

Ahmed Abdullah, Nikolas Ebert, Oliver Wasenmüller

Proceedings of the Computer Vision - ACCV 2024, 2024

2023

PLG-ViT: Vision Transformer with Parallel Local and Global Self-Attention.

Nikolas Ebert, Didier Stricker, Oliver Wasenmüller

Sensors, April, 2023

Light-Weight Vision Transformer with Parallel Local and Global Self-Attention.

Nikolas Ebert, Laurenz Reichardt, Didier Stricker, Oliver Wasenmüller

Proceedings of the 26th IEEE International Conference on Intelligent Transportation Systems, 2023

360° from a Single Camera: A Few-Shot Approach for LiDAR Segmentation.

Laurenz Reichardt, Nikolas Ebert, Oliver Wasenmüller

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

Transformer-based Detection of Microorganisms on High-Resolution Petri Dish Images.

Nikolas Ebert, Didier Stricker, Oliver Wasenmüller

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

2022

Multitask Network for Joint Object Detection, Semantic Segmentation and Human Pose Estimation in Vehicle Occupancy Monitoring.

Nikolas Ebert, Patrick Mangat, Oliver Wasenmüller

Proceedings of the 2022 IEEE Intelligent Vehicles Symposium, 2022