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Intelligent Anomaly Detection for Lane Rendering Using Transformer with Self-Supervised Pretraining and Customized Fine-Tuning2025 Transportation Research Record Journal of the Transportation Research Board article Computer Science Anomaly Detection Techniques and Applications Open access
Yongqi Dong, Xingmin Lu, Ruohan Li, Wei Guo Song, Bart van Arem, Haneen Farah
2citations -
Modeling the composition of analysis components and automatic constraint checking for semantic soundness2025 Journal of Systems and Software article Computer Science Model-Driven Software Engineering Techniques Open access
Bahareh Taghavi, Sebastian Weber, Adrian Marin, Bernhard Rumpe⋆, Sebastian Stüber, Jörg Henß, +2 more
3citations -
TransCeption: Enhancing Medical Image Segmentation with an Inception-Like Transformer Design for Efficient Feature Fusion2025 Computational Visual Media article Computer Science Medical Image Segmentation Techniques Open access
Reza Azad, Yiwei Jia, Ehsan Khodapanah Aghdam, Julien Cohen‐Adad, Dorit Merhof
8citations -
animal2vec and MeerKAT: A self‐supervised transformer for rare‐event raw audio input and a large‐scale reference dataset for bioacoustics2025 Methods in Ecology and Evolution article Computer Science Music and Audio Processing Open access
Julian Zimmermann, Vlad Demartsev, Baptiste Averly, Kiran L. Dhanjal‐Adams, Mathieu Duteil, Gabriella E. C. Gall, +6 more
12citations -
Augmenting human innovation teams with artificial intelligence: Exploring transformer‐based language models2023 Journal of Product Innovation Management article Computer Science Artificial Intelligence Applications Open access
Sebastian Gregor Bouschery, Vera Blažević, Frank Thomas Piller
440citations -
Multi-institutional PET/CT image segmentation using federated deep transformer learning2023 Computer Methods and Programs in Biomedicine article Computer Science Privacy-Preserving Technologies in Data Open access cited by 1 patent
Isaac Shiri, Behrooz Razeghi, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Sohrab Ferdowsi, +4 more
32citations -
Continuous Transition from Model-Driven Prototype to Full-Size Real-World Enterprise Information Systems2020 Journal of the Association for Information Systems article Computer Science Model-Driven Software Engineering Techniques
Arkadii Gerasimov, Judith Michael, Lukas Netz, Bernhard Rumpe⋆, Simon Varga
11citations -
Medical slice transformer for improved diagnosis and explainability on 3D medical images with DINOv22025 Scientific Reports article Computer Science AI in cancer detection Open access cited by 1 patent
Gustav Anton Müller‐Franzes, Firas Khader, Robert Malte Siepmann, Tianyu Han, Jakob Nikolas Kather, Sven Nebelung, +1 more
26citations -
Data harmonization and federated learning for multi-cohort dementia research using the OMOP common data model: A Netherlands consortium of dementia cohorts case study2024 Journal of Biomedical Informatics article Computer Science Privacy-Preserving Technologies in Data Open access
Pedro Mateus, Justine E. F. Moonen, Magdalena Beran, Eva A. Jaarsma, Sophie M. van der Landen, Joost Heuvelink, +11 more
31citations -
C anton MT: Investigating Back-Translation and Model-Switch Mechanisms for Cantonese-English Neural Machine Translation2024 ACM Transactions on Asian and Low-Resource Language Information Processing article Computer Science Natural Language Processing Techniques
Kung Yin Hong, Lifeng Han, Riza Batista-Navarro, Goran Nenadić
1citations -
Retrieval for Extremely Long Queries and Documents with RPRS: A Highly Efficient and Effective Transformer-based Re-Ranker2023 ACM Transactions on Information Systems article Computer Science Information Retrieval and Search Behavior Open access
Arian Askari, Suzan Verberne, Amin Abolghasemi, Wessel Kraaij, Gabriella Pasi
29citations