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Papers matching “robustness improvement” 215

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ROSAR: An Adversarial Re-Training Framework for Robust Side-Scan Sonar Object Detection
2024 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access

Martin Aubard, László Antal, Ana Maria Madureira, Luís Filipe Teixeira, Erika Ábrahám

0

citations
Robust 3D Cell Segmentation: Extending the View of Cellpose
2021 arXiv (Cornell University) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

Dennis Eschweiler, Richard S. Smith, Johannes Stegmaier

2

citations
From Proper Scoring Rules and Edge Biases to Mumford-Shah Models: Robust Unsupervised Hyperspectral Image Segmentation
2026 arXiv (Cornell University) preprint Computer Science Remote-Sensing Image Classification Open access

Fabian Conrad, Benjamin Berkels

1

citations
Benders Cut Filtering for Affine Potential-Based Flow Problems with Robustness Scenarios and Topology Switching
2026 arXiv (Cornell University) preprint Mathematics Advanced Optimization Algorithms Research Open access

Tim Donkiewicz, Oliver Gaul

0

citations
On the Relationship between Heterophily and Robustness of Graph Neural Networks.
2021 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access

Jiong Zhu, Junchen Jin, Michael T. Schaub, Danai Koutra

2

citations
Adversarial Robustness of Time-Series Classification for Crystal Collimator Alignment
2026 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

0

citations
Adversarial Robustness of Time-Series Classification for Crystal Collimator Alignment
2026 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

0

citations
Improving the Robustness of Large Language Models via Consistency Alignment
2024 arXiv (Cornell University) preprint Computer Science Topic Modeling Open access

Zhao Yukun, Lingyong Yan, Weiwei Sun, Guoliang Xing, Wang Shuaiqiang, Chong Meng, +3 more

4

citations
IB-RAR: Information Bottleneck as Regularizer for Adversarial Robustness
2023 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access

Xiaoyun Xu, Guilherme Perin, Stjepan Picek

0

citations
Benchmarking Wireless Representations: High-Dimensional vs. Compressed Embeddings for Efficiency and Robustness
2026 arXiv (Cornell University) preprint Engineering Millimeter-Wave Propagation and Modeling Open access

Murilo Batista, Shirin Salehi, Saeed Mashdour, Paul Zheng, Rodrigo C. de Lamare, Anke Schmeink

0

citations
Benchmarking Sensor-Fault Robustness in Forecasting
2026 arXiv (Cornell University) preprint Engineering Fault Detection and Control Systems Open access

Alexander Windmann, Philipp Wittenberg, Gianluca Manca, Marcel Dix, Jens U. Brandt, Oliver Niggemann

1

citations
Improving the Training Recipe for a Robust Conformer-based Hybrid Model
2022 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

Mohammad Zeineldeen, Jingjing Xu, Ralf Schlüter, Hermann Ney

0

citations
Study of Robust Multiuser Scheduling and Power Allocation in Cell-Free MIMO Networks
2025 arXiv (Cornell University) preprint Engineering Advanced MIMO Systems Optimization Open access

S. Mashdour, A. R. Flores, Shirin Salehi, Rodrigo C. de Lamare, Anke Schmeink

0

citations
Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees
2021 arXiv (Cornell University) preprint Engineering Stability and Control of Uncertain Systems Open access

Christian Fiedler, Carsten W. Scherer, Sebastian Trimpe

0

citations
Investigating the Robustness of Modelling Decisions for Few-Shot Cross-Topic Stance Detection: A Preregistered Study
2024 arXiv (Cornell University) preprint Computer Science Sentiment Analysis and Opinion Mining Open access

Myrthe Reuver, Suzan Verberne, Antske Fokkens

1

citations
Adversarial Instance Generation and Robust Training for Neural Combinatorial Optimization with Multiple Objectives
2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Wei Liu, Yaoxin Wu, Yingqian Zhang, Thomas Bäck, Yingjie Fan

0

citations
Adversarial Instance Generation and Robust Training for Neural Combinatorial Optimization with Multiple Objectives
2026 Research Square preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Wei Liu, Yizhi Wu, Yingqian Zhang, Thomas Bäck, Yingjie Fan

0

citations
Adversarial Instance Generation and Robust Training for Neural Combinatorial Optimization with Multiple Objectives
2026 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Wei Liu, Yaoxin Wu, Yingqian Zhang, Thomas Bäck, Yingjie Fan

0

citations
Optimization and robustness of cost-efficient seismic arrays for Newtonian noise cancellation at the Einstein Telescope
2026 arXiv (Cornell University) preprint Physics and Astronomy Pulsars and Gravitational Waves Research Open access

Patrick Schillings, J. Erdmann

0

citations
Robust, credible, and interpretable AI-based histopathological prostate cancer grading
2024 medRxiv preprint Computer Science AI in cancer detection Open access

Fabian Westhaeusser, Patrick Fuhlert, Esther Dietrich, Maximilian Lennartz, Robin Khatri, Nico Kaiser, +20 more

1

citations
In silico model suggests that interdigitation promotes robust activation of atrial cells by pacemaker cells
2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Cardiac electrophysiology and arrhythmias Open access

M.A. de Jong, Roeland M. H. Merks

1

citations
Robust Energy System Design via Semi-infinite Programming
2024 arXiv (Cornell University) preprint Engineering Integrated Energy Systems Optimization Open access

Moritz Wedemeyer, Eike Cramer, Alexander Mitsos, Manuel Dahmen

0

citations
Structure-Enhanced Features and Quality-Aware Dynamic Anchor Scoring for Robust Lane Detection
2026 arXiv (Cornell University) preprint Engineering Autonomous Vehicle Technology and Safety Open access

Weize Cai, Yongqi Dong, Zhida Shao, Yichen Liu, Zixin Fu

0

citations
Learning Robust Sequential Recommenders through Confident Soft Labels
2023 arXiv (Cornell University) preprint Computer Science Recommender Systems and Techniques Open access

Shiguang Wu, Xin Xin, Pengjie Ren, Zhumin Chen, Jun Ma, Maarten de Rijke, +1 more

0

citations
Fast and robust consensus-based optimization via optimal feedback control
2024 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

Yuyang Huang, Michaël Herty, Dante Kalise, Nikolas Kantas

0

citations