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replicAnt: a pipeline for generating annotated images of animals in complex environments using Unreal Engine
Plum, Fabian, Bulla, René, Beck, Hendrik K., Imirzian, Natalie, Labonte, David
Published in Nature communications (08.11.2023)
Published in Nature communications (08.11.2023)
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Journal Article
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Model-Based Data Augmentation Applied to Deep Learning Networks for Classification of Micro-Doppler Signatures Using FMCW Radar
Rojhani, Neda, Passafiume, Marco, Sadeghibakhi, Mehdi, Collodi, Giovanni, Cidronali, Alessandro
Published in IEEE transactions on microwave theory and techniques (01.05.2023)
Published in IEEE transactions on microwave theory and techniques (01.05.2023)
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Journal Article
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Capturing the effect of biofouling on ships by incremental machine learning
Mittendorf, Malte, Nielsen, Ulrik Dam, Bingham, Harry B.
Published in Applied ocean research (01.09.2023)
Published in Applied ocean research (01.09.2023)
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Journal Article
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Real‐Time Tractography‐Assisted Neuronavigation for Transcranial Magnetic Stimulation
Aydogan, Dogu Baran, Souza, Victor H., Matsuda, Renan H., Lioumis, Pantelis, Ilmoniemi, Risto J.
Published in Human brain mapping (01.01.2025)
Published in Human brain mapping (01.01.2025)
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Using Imperfect Synthetic Data in Downstream Inference Tasks
Byun, Yewon, Gupta, Shantanu, Lipton, Zachary C, Childers, Rachel Leah, Wilder, Bryan
Year of Publication 08.08.2025
Year of Publication 08.08.2025
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Instantaneous tracking of earthquake growth with elastogravity signals
Licciardi, Andrea, Bletery, Quentin, Rouet-Leduc, Bertrand, Ampuero, Jean-Paul, Juhel, Kévin
Published in Nature (London) (09.06.2022)
Published in Nature (London) (09.06.2022)
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Journal Article
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SynTwin: A graph-based approach for predicting clinical outcomes using digital twins derived from synthetic patients
Moore, Jason H., Li, Xi, Chang, Jui-Hsuan, Tatonetti, Nicholas P., Theodorescu, Dan, Chen, Yong, Asselbergs, Folkert W., Venkatesan, Mythreye, Wang, Zhiping Paul
Published in PACIFIC SYMPOSIUM ON BIOCOMPUTING 2024 (01.01.2024)
Published in PACIFIC SYMPOSIUM ON BIOCOMPUTING 2024 (01.01.2024)
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Book Chapter
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Synthetic data generation for statistical testing
Soltana, Ghanem, Sabetzadeh, Mehrdad, Briand, Lionel C.
Published in 2017 32nd IEEE/ACM International Conference on Automated Software Engineering (ASE) (01.10.2017)
Published in 2017 32nd IEEE/ACM International Conference on Automated Software Engineering (ASE) (01.10.2017)
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Conference Proceeding
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Semi-synthetic Data Generation for Tattoo Segmentation
Gonzalez-Soler, Lazaro J., Rathgeb, Christian, Fischer, Daniel
Published in 2023 11th International Workshop on Biometrics and Forensics (IWBF) (19.04.2023)
Published in 2023 11th International Workshop on Biometrics and Forensics (IWBF) (19.04.2023)
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Conference Proceeding
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Digital Twins for Stress Management Utilizing Synthetic Data
Kumi, Sandra, Ray, Madhurima, Walia, Sanskriti, Lomotey, Richard K, Deters, Ralph
Published in 2024 IEEE World AI IoT Congress (AIIoT) (29.05.2024)
Published in 2024 IEEE World AI IoT Congress (AIIoT) (29.05.2024)
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Conference Proceeding