Ott, Felix
- Evaluating ML Robustness in GNSS Interference Classification, Characterization & Localization
2024/09/23 by Lucas Heublein, Heublein, Lucas, Tobias Feigl +9 · 5 citations
Engineering · #82-11 #94-05 #Artificial Intelligence (cs.AI) #E.0 #FOS: Computer and information sciences #GNSS positioning and interference #I.2.0 #I.5.1 #I.5.4 #Indoor and Outdoor Localization Technologies
- Achieving Generalization in Orchestrating GNSS Interference Monitoring Stations Through Pseudo-Labeling
2024/10/03 by Lucas Heublein, Tobias Feigl, Heublein, Lucas +5 · 3 citations
Engineering · #82-11 #94-05 #Artificial Intelligence (cs.AI) #E.0 #FOS: Computer and information sciences #FOS: Electrical engineering #GNSS positioning and interference #I.2.0 #I.5.1 #I.5.4 #Indoor and Outdoor Localization Technologies #Inertial Sensor and Navigation #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Federated Learning with MMD-based Early Stopping for Adaptive GNSS Interference Classification
2024/10/21 by Lucas Heublein, Gaikwad, Nishant S., Nisha Lakshmana Raichur +8 · 3 citations
Computer Science · Engineering · #62P30 #68T05 #68T30 #68T37 #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #G.3 #GNSS positioning and interference #I.2.4 #I.2.6 #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Temporal Source Recovery for Time-Series Source-Free Unsupervised Domain Adaptation
2024/09/29 by Wang, Yucheng, Gong, Peiliang, Wu, Min +4 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multimodal-to-Text Prompt Engineering in Large Language Models Using Feature Embeddings for GNSS Interference Characterization
2025/01/09 by Lucas Heublein, Manjunath, Harshith, Heublein, Lucas +4 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems