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Papers matching “training data quality” 84

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On the Relevance of Phoneme Duration Variability of Synthesized Training Data for Automatic Speech Recognition
2023 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

Nick Rossenbach, Benedikt Hilmes, Ralf Schlüter

0

citations
Superpixel segmentations for thin sections: evaluation of methods to enable the generation of machine learning training data sets
2021 preprint Computer Science Advanced Neural Network Applications Open access

Jiaxin Yu, Florian Wellmann, Simon Virgo, Marven von Domarus, Mingze Jiang, Joyce Schmatz, +1 more

2

citations
5 Years of GOSAT-2 Retrievals with RemoTeC: XCO 2 and XCH 4 Data Products with Quality Filtering by Machine Learning
2025 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Andrew Gerald Barr, Jochen Landgraf, Mari C. Martinez-Velarte, Mihalis Vrekoussis, Ralf Sussmann, Isamu Morino, +7 more

0

citations
Privacy-Preserving Linkage of Distributed Datasets using the Personal Health Train
2023 arXiv (Cornell University) preprint Decision Sciences Data Quality and Management Open access

Maximilian Jugl, Sascha Welten, Yongli Mou, Yeliz Üçer Yediel, Oya Beyan, Ulrich Sax, +1 more

0

citations
Synthetic Data Generation for AI-Informed End-of-Line Testing for Lithium-Ion Battery Production
2025 Preprints.org preprint Engineering Advanced Battery Technologies Research Open access

Tessa Krause, Daniel Nusko, Johannes Rittmann, Luciana Pitta Bauermann, Moritz Kroll, Carlo Holly

3

citations
Towards Formalized Training and Validation of AI-based Systems with Digital Twin Scenarios
2025 preprint Engineering Safety Systems Engineering in Autonomy Open access

Osama Maqbool, André Kupetz, Jürgen Roßmann

0

citations
On the Impact of Cross-Domain Data on German Language Models
2023 arXiv (Cornell University) preprint Computer Science Topic Modeling Open access

Amin Dada, Aokun Chen, Peng Cheng, Kaleb E Smith, Ahmad Idrissi-Yaghir, Constantin Seibold, +8 more

1

citations
A Quality Measure for Repeating Multiple-Unit Spike Patterns
2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access

Günther Palm, Monica Paoletti, Junji Ito, Alessandra Stella, Sonja Grün

0

citations
Enhancing BEST-RQ Pseudo-Label Quality through Online Refinement for Automatic Speech Recognition
2026 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

Jingjing Xu, Zijian Yang, Mohammad Zeineldeen, Eugen Beck, R. Schlueter, Hermann Ney

0

citations
Generating Piano Music with Transformers: A Comparative Study of Scale, Data, and Metrics
2025 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

0

citations
Improving reference mining in patents with BERT
2021 arXiv (Cornell University) preprint Computer Science Topic Modeling Open access

Ken S. Voskuil, Suzan Verberne

7

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

0

citations
Data variation-aware medical image segmentation
2022 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Arkadiy Dushatskiy, Gerry J. Lowe, Peter A. N. Bosman, Tanja Alderliesten

0

citations
ZipGAN: Super-Resolution-based Generative Adversarial Network Framework for Data Compression of Direct Numerical Simulations
2024 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Ludovico Nista, Christoph Schumann, Fabian Fröde, Mohamed Gowely, Temistocle Grenga, Jonathan F. MacArt, +2 more

0

citations
A hybrid model combining evolutionary probability and machine learning leverages data-driven protein engineering
2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Protein Structure and Dynamics Open access

Alexander-Maurice Illig, Niklas E. Siedhoff, Ulrich Schwaneberg, Mehdi D. Davari

11

citations
Solvation free energies of anions: from curated reference data to predictive models
2025 ChemRxiv preprint Physics and Astronomy Advanced Chemical Physics Studies Open access

Thomas Nevolianis, Jonathan Wenyuan Zheng, Simon Müller, Matthias Baumann, Sofja Tshepelevitsh, Ivari Kaljurand, +4 more

1

citations
Solvation free energies of anions: from curated reference data to predictive models
2025 ChemRxiv preprint Physics and Astronomy Advanced Chemical Physics Studies Open access

Thomas Nevolianis, Jonathan Wenyuan Zheng, Simon Müller, Matthias Baumann, Sofja Tshepelevitsh, Ivari Kaljurand, +4 more

0

citations
Solvation free energies of anions: from new reference data to predictive models
2025 ChemRxiv preprint Physics and Astronomy Advanced Chemical Physics Studies Open access

Thomas Nevolianis, Jonathan Wenyuan Zheng, Simon Müller, Matthias Baumann, Sofja Tshepelevitsh, Ivari Kaljurand, +4 more

0

citations
Defining Quality Requirements for a Trustworthy AI Wildflower Monitoring Platform
2023 arXiv (Cornell University) preprint Computer Science Software Engineering Techniques and Practices Open access

Petra Heck, Gerard Schouten

1

citations
Hyperparameter-Free Medical Image Synthesis for Sharing Data and Improving Site-Specific Segmentation
2024 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Alexander Chebykin, Peter A. N. Bosman, Tanja Alderliesten

0

citations
Guidelines for the Quality Assessment of Energy-Aware NAS Benchmarks
2025 arXiv (Cornell University) preprint Engineering Green IT and Sustainability Open access

Nick Kocher, Christian Wassermann, Leona Hennig, Jonas Seng, Holger H. Hoos, Kristian Kersting, +1 more

0

citations
Generate then Refine: Data Augmentation for Zero-shot Intent Detection
2024 arXiv (Cornell University) preprint Computer Science Speech and dialogue systems Open access

Faegheh Hasibi, Suzan Verberne

0

citations
Predicting Clinical Endpoints and Visual Changes with Quality-Weighted Tissue-based Renal Histological Features
2022 medRxiv preprint Computer Science AI in cancer detection Open access

Ka Ho Tam, Maria Fernanda Soares, Jesper Kers, Edward J. Sharples, Rutger J. Ploeg, Maria E. Kaisar, +1 more

0

citations
Robust Knowledge Distillation from RNN-T Models With Noisy Training Labels Using Full-Sum Loss
2023 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

Mohammad Zeineldeen, Kartik Audhkhasi, Murali Karthick Baskar, Bhuvana Ramabhadran

0

citations
Multi-modal multi-objective model-based genetic programming to find multiple diverse high-quality models
2022 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

E. M. C. Sijben, Tanja Alderliesten, Peter A. N. Bosman

0

citations