Papers matching “zero-shot generalization” 27
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Zero-Shot Parameter Learning of Robot Dynamics Using Bayesian Statistics and Prior Knowledge2025 arXiv (Cornell University) preprint Engineering Fault Detection and Control Systems Open access
Carsten Reiners, Minh Trinh, Lukas Gründel, Sven Tauchmann, David Bitterolf, Oliver Petrović, +1 more
0citations -
A physics-informed meta-learning framework for the continuous solution of parametric PDEs on arbitrary geometries2026 Computers & Structures article Physics and Astronomy Model Reduction and Neural Networks Open access
Reza Najian Asl, Yusuke Yamazaki, Kianoosh Taghikhani, Mayu Muramatsu, Markus Apel, Shahed Rezaei
4citations -
Hyperbolic Image Segmentation2022 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Computer Science Advanced Neural Network Applications Open access
Mina Ghadimi Atigh, Julian Schoep, Erman Acar, Nanne van Noord, Pascal Mettes
82citations -
SPiFOL: A Spectral-based physics-informed finite operator learning for prediction of mechanical behavior of microstructures2025 Journal of the Mechanics and Physics of Solids article Physics and Astronomy Model Reduction and Neural Networks Open access
Ali Harandi, Hooman Danesh, Kevin Linka, Stefanie Reese, Shahed Rezaei
17citations -
Large language model-based uncertainty-adjusted label extraction for artificial intelligence model development in upper extremity radiography2025 European Radiology article Medicine Artificial Intelligence in Healthcare and Education Open access
Anne-Sophie Caselitz, Thomas Dratsch, Daniel Pinto dos Santos, Christiane Katharina Kuhl, Daniel Truhn, Sven Nebelung
4citations -
Linking microstructure informatics with characterization knowledge in additively manufactured composites through customized and hybrid vision-language representations for automated qualification2025 Advanced Engineering Informatics article Materials Science Machine Learning in Materials Science Open access
Mutahar Safdar, Gentry Wood, Max Zimmermann, Guy Lamouche, Priti Wanjara, Yaoyao Fiona Zhao
1citations -
A Physics-Informed Meta-Learning Framework for the Continuous Solution of Parametric PDEs on Arbitrary Geometries2025 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Reza Najian Asl, Yusuke Yamazaki, Kianoosh Taghikhani, Mayu Muramatsu, Markus Apel, Shahed Rezaei
1citations -
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Information Retrieval and Search Behavior Open access
Weiwei Sun, Lingyong Yan, Xinyu Ma, Shuaiqiang Wang, Pengjie Ren, Zhumin Chen, +2 more
235citations -
Multi-step retrieval and reasoning improves radiology question answering with large language models2025 npj Digital Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access
Sebastian Wind, Jeta Sopa, Daniel Truhn, Mahshad Lotfinia, Tri-Thien Nguyen, Keno K. Bressem, +6 more
18citations -
AI-powered virtual tissues from spatial proteomics for clinical diagnostics and biomedical discovery2025 arXiv (Cornell University) preprint Decision Sciences Scientific Computing and Data Management Open access
Johann Wenckstern, Eeshaan Jain, Kiril Vasilev, Matteo Pariset, Andreas N. WICKI, Gabriele Gut, +1 more
11citations