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ROSAR: An Adversarial Re-Training Framework for Robust Side-Scan Sonar Object Detection2025 Symposium on Maritime Informatics and Robotics (MARIS) conference-paper Computer Science Adversarial Robustness in Machine Learning Open access
Martin Aubard, László Antal, Ana Maria Madureira, Luís Filipe Teixeira, Erika Ábrahám
6citations -
Enhanced reservoir computing for robust optical network monitoring: a case study on modulation format identification2025 Smart Photonic and Optoelectronic Integrated Circuits conference-paper Computer Science Neural Networks and Reservoir Computing
Mahdi Kaveh, Guillermo von Hünefeld, Enes Şeker, Joseph Hopfmüller, Pooyan Safari, Rijil Thomas, +6 more
0citations -
Adversarial Robustness of Time-Series Classification for Crystal Collimator Alignment2026 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access
Xaver Fink, Borja Fernández Adiego, Daniele Mirarchi, Eloise Matheson, Álvaro García González, Gianmarco Ricci, +1 more
0citations -
Adversarial Robustness of Time-Series Classification for Crystal Collimator Alignment2026 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access
Xaver Fink, Borja Fernández Adiego, Daniele Mirarchi, Eloise Matheson, Álvaro García González, Gianmarco Ricci, +1 more
0citations -
Prediction Degeneracy in Medical Vision-Language Models: Implications for Robustness and Interpretability2025 IEEE International Conference on Computer Vision Workshops conference-paper Computer Science Multimodal Machine Learning Applications
Martin Goetze, Dennis Eschweiler, Brendan Huang, Gustav Anton Müller‐Franzes, Carolina Ramirez, Madeline Hess, +3 more
0citations -
Improved Robustness to Disfluencies in Rnn-Transducer Based Speech Recognition2021 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech Recognition and Synthesis Open access
Valentin Mendelev, Tina Raissi, Guglielmo Camporese, Manuel Giollo
19citations -
Adversarial Instance Generation and Robust Training for Neural Combinatorial Optimization with Multiple Objectives2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Wei Liu, Yaoxin Wu, Yingqian Zhang, Thomas Bäck, Yingjie Fan
0citations -
Adversarial Instance Generation and Robust Training for Neural Combinatorial Optimization with Multiple Objectives2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Wei Liu, Yaoxin Wu, Yingqian Zhang, Thomas Bäck, Yingjie Fan
0citations