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Viability of Future Actions: Robust Safety in Reinforcement Learning via Entropy Regularization2025 Lecture notes in computer science conference-paper Computer Science Reinforcement Learning in Robotics Open access
Pierre-François Massiani, Alexander von Rohr, Lukas Haverbeck, Sebastian Trimpe
0citations -
Adversarial attacks and adversarial robustness in computational pathology2022 Nature Communications article Computer Science Adversarial Robustness in Machine Learning Open access
Narmin Ghaffari Laleh, Daniel Truhn, Gregory Patrick Veldhuizen, Tianyu Han, Marko van Treeck, Roman David Buelow, +5 more
115citations -
Prediction Degeneracy in Medical Vision-Language Models: Implications for Robustness and Interpretability2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) 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 -
Scalable, Explainable and Provably Robust Anomaly Detection with One-Step Flow Matching2025 neural information processing systems conference-paper Computer Science Anomaly Detection Techniques and Applications Open access
Zhong Li, Qi Zhong Huang, Yuxuan Zhu, Lincen Yang, Bas van Stein, Matthijs van Leeuwen
0citations -
Robust state estimation of the anaerobic digestion process for municipal organic waste using an unscented Kalman filter2022 Journal of Process Control article Computer Science Target Tracking and Data Fusion in Sensor Networks
Niloofar Raeyatdoost, Michael Bongards, Thomas Bäck, Christian Wolf
14citations