VAE-based Feature Disentanglement for Data Augmentation and Compression in Generalized GNSS Interference Classification

VAE-based Feature Disentanglement for Data Augmentation and Compression in Generalized GNSS Interference Classification

14 April 2025

Christopher Mutschler

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Papers citing "VAE-based Feature Disentanglement for Data Augmentation and Compression in Generalized GNSS Interference Classification"

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Title
Evaluation of (Un-)Supervised Machine Learning Methods for GNSS Interference Classification with Real-World Data Discrepancies Lucas Heublein Nisha Lakshmana Raichur Tobias Feigl Tobias Brieger Fin Heuer Lennart Asbach A. Rügamer Felix Ott 202 8 0 31 Mar 2025
GNSS/GPS Spoofing and Jamming Identification Using Machine Learning and Deep Learning Ali Ghanbarzade Hossein Soleimani AAML 73 1 0 04 Jan 2025
Federated Learning with MMD-based Early Stopping for Adaptive GNSS Interference Classification Nishant S. Gaikwad Lucas Heublein Nisha Lakshmana Raichur Tobias Feigl Christopher Mutschler Felix Ott 109 7 0 31 Dec 2024
Achieving Generalization in Orchestrating GNSS Interference Monitoring Stations Through Pseudo-Labeling Lucas Heublein Tobias Feigl A. Rügamer Felix Ott 104 7 0 03 Oct 2024
Evaluating ML Robustness in GNSS Interference Classification, Characterization & Localization Lucas Heublein Tobias Feigl Thorsten Nowak A. Rügamer Christopher Mutschler Felix Ott 71 8 0 23 Sep 2024
Edge AI: A Taxonomy, Systematic Review and Future Directions S. Gill Muhammed Golec Jianmin Hu Minxian Xu Junhui Du ... Kejiang Ye Prabal Verma Surendra Kumar Félix Cuadrado Steve Uhlig 80 30 0 04 Jul 2024
A Survey of Distributed Learning in Cloud, Mobile, and Edge Settings Madison Threadgill A. Gerstlauer 76 1 0 23 May 2024
Bayesian Learning-driven Prototypical Contrastive Loss for Class-Incremental Learning Nisha Lakshmana Raichur Lucas Heublein Tobias Feigl A. Rügamer Christopher Mutschler Felix Ott CLL BDL 111 9 0 17 May 2024
Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey Feng Liang Zhen Zhang Haifeng Lu Victor C. M. Leung Yanyi Guo Xiping Hu GNN 84 8 0 09 Apr 2024
Disentangling by Factorising Hyunjik Kim A. Mnih CoGe OOD 64 1,356 0 16 Feb 2018