Melanie Neubauer

According to our database, Melanie Neubauer authored at least 4 papers between 2024 and 2026.

Collaborative distances:

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

2026

SteelDS: A High-Resolution Video Dataset of E40 Steel Scrap for Object Detection and Instance Segmentation.

Melanie Neubauer, Christian Rauch, Gerald Koinig, Alexia Tischberger-Aldrian, Roland Pomberger, Elmar Rueckert

CoRR, May, 2026

PASTA: Vision Transformer Patch Aggregation for Weakly Supervised Target and Anomaly Segmentation.

Melanie Neubauer, Elmar Rueckert, Christian Rauch

CoRR, April, 2026

2025

Sparsifying Instance Segmentation Models for Efficient Vision-Based Industrial Recycling.

Melanie Neubauer, Ozan Özdenizci, Justus H. Piater, Elmar Rueckert

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track, 2025

2024

Semi-Autonomous Fast Object Segmentation and Tracking Tool for Industrial Applications.

Melanie Neubauer, Elmar A. Rückert

Proceedings of the 21st International Conference on Ubiquitous Robots, 2024