Papers matching “training data generation” 234
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Superpixel segmentations for thin sections: Evaluation of methods to enable the generation of machine learning training data sets2022 Computers & Geosciences article Computer Science Advanced Neural Network Applications Open access
Jiaxin Yu, Florian Wellmann, Simon Virgo, Marven von Domarus, Mingze Jiang, Joyce Schmatz, +1 more
30citations -
Generating a pixel-wise annotated training dataset to train ML algorithms for mineral identification in rock thin sections2020 RWTH Publications (RWTH Aachen) conference-paper Computer Science Geochemistry and Geologic Mapping Open access
Jiaxin Yu, Joyce Schmatz, Marven von Domarus, Mingze Jiang, Simon Virgo, Bastian Leibe, +1 more
0citations -
GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy2024 Medical Image Analysis review Computer Science Generative Adversarial Networks and Image Synthesis Open access
André Filipe Ferreira, Jianning Li, Kelsey L. Pomykala, Jens Kleesiek, Victor Alves, Jan Egger
45citations -
Semantic segmentation in construction environments—SegFormer checkpoint and synthetic training data2026 RWTH Publications (RWTH Aachen) dataset Computer Science Advanced Neural Network Applications Open access
Jorge Luis Jiménez Aparicio, Artem Bliznyuk, Böken David, Heinz-Jürgen Roßmann
0citations -
Comparing the Benefit of Synthetic Training Data for Various Automatic Speech Recognition Architectures2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) conference-paper Computer Science Speech Recognition and Synthesis Open access
Nick Rossenbach, Mohammad Zeineldeen, Benedikt Hilmes, Ralf Schlüter, Hermann Ney
4citations -
Distributed Privacy-Preserving Data Analysis in NFDI4Health With the Personal Health Train2023 Proceedings of the Conference on Research Data Infrastructure conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Yongli Mou, Li Fei-Fei, Sven Weber, Sabith Haneef, Hans Meine, Liliana Caldeira, +7 more
2citations -
Learning Analytics Data Visualization in a Virtual Reality Teacher Training Simulation2025 RWTH Publications (RWTH Aachen) conference-paper Computer Science Online Learning and Analytics Open access
Birte Heinemann, Sergej Görzen, Ana Dragoljic, Jasmin Hartanto, Lars Florian Meiendresch, Jona Recker, +3 more
0citations -
Expand, Highlight, Generate: RL-driven Document Generation for Passage Reranking2023 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Information Retrieval and Search Behavior Open access
Arian Askari, Mohammad Aliannejadi, Chuan Meng, Evangelos Kanoulas, Suzan Verberne
7citations -
Denoising diffusion probabilistic models for 3D medical image generation2023 Scientific Reports article Computer Science Generative Adversarial Networks and Image Synthesis Open access cited by 2 patents
Firas Khader, Gustav Anton Müller‐Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Christoph Haarburger, Maximilian Franz Schulze-Hagen, +9 more
343citations -
Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Generation2022 arXiv (Cornell University) preprint Computer Science Generative Adversarial Networks and Image Synthesis Open access
Firas Khader, Gustav Mueller-Franzes, Soroosh Tayebi Arasteh, Christoph Haarburger, Maximilian Franz Schulze-Hagen, Philipp Schad, +8 more
21citations -
Generating Piano Music with Transformers: A Comparative Study of Scale, Data, and Metrics2025 arXiv (Cornell University) preprint Computer Science Music Technology and Sound Studies Open access
Jonathan Lehmkuhl, Ábel Ilyés-Kun, Nico Bremes, Cemhan Kaan Özaltan, Frederik Muthers, Jiayi Yuan
0citations -
Shrink-Perturb Improves Architecture Mixing during Population Based Training for Neural Architecture Search2023 arXiv (Cornell University) preprint Computer Science Machine Learning and Data Classification Open access
Alexander Chebykin, Arkadiy Dushatskiy, Tanja Alderliesten, Peter A. N. Bosman
0citations -
A Test Collection of Synthetic Documents for Training Rankers: ChatGPT vs. Human Experts2023 ACM International Conference on Information and Knowledge Management (CIKM) conference-paper Computer Science Information Retrieval and Search Behavior Open access
Arian Askari, Mohammad Aliannejadi, Evangelos Kanoulas, Suzan Verberne
12citations