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Papers matching “state augmentation” 150

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Damage Analysis in Dual-Phase Steel Using Deep Learning: Transfer from Uniaxial to Biaxial Straining Conditions by Image Data Augmentation
2020 JOM article Engineering Microstructure and Mechanical Properties of Steels Open access

Setareh Medghalchi, Carl F. Kusche, Ehsan Karimi, U. Kerzel, Sandra Korte‐Kerzel

20

citations
Data augmentation for disruption prediction via robust surrogate models
2022 Journal of Plasma Physics article Physics and Astronomy Magnetic confinement fusion research Open access

Katharina Rath, David Rügamer, Bernd Bischl, U. von Toussaint, Cristina Rea, Andrew Maris, +2 more

8

citations
Treatment of Posttraumatic Stress Disorder: A State-of-the-art Review
2023 Current Neuropharmacology article Psychology Posttraumatic Stress Disorder Research Open access

Lisa Burback, Suzette Brémault‐Phillips, Mirjam J. Nijdam, ALEXANDER COWELL McFARLANE, Eric H. G. J. M. Vermetten

209

citations
Conditional Generative Adversarial Networks for Data Augmentation of a Neonatal Image Dataset
2023 Sensors article Computer Science Generative Adversarial Networks and Image Synthesis Open access

Simon Lyra, Arian Mustafa, Jöran Rixen, Štefan Borik, Markus Lueken, Steffen K. Leonhardt

8

citations
Mix3D: Out-of-Context Data Augmentation for 3D Scenes
2021 International Conference on 3D Vision (3DV) conference-paper Engineering 3D Shape Modeling and Analysis Open access cited by 1 patent

A. N. Nekrasov, Jonas Schult, Or Litany, Bastian Leibe, Francis Engelmann

136

citations
Generative adversarial network based data augmentation for CNN based detection of Covid-19
2022 Scientific Reports article Medicine COVID-19 diagnosis using AI Open access

Rutwik Gulakala, Bernd A. Markert, Marcus Stoffel

54

citations
A GAN-Based Multi-Sensor Data Augmentation Technique for CNC Machine Tool Wear Prediction
2023 IEEE Access article Engineering Advanced machining processes and optimization Open access

Yuechi Jiang, Benny Drescher, Guoguang Yuan

23

citations
Improving Machine-Learning Diagnostics with Model-Based Data Augmentation Showcased for a Transformer Fault
2021 Energies article Engineering Power Transformer Diagnostics and Insulation Open access

Jannis Nikolas Kahlen, Albert Moser

9

citations
Focal Sampling: SGD biased towards early important samples for efficient image classification with augmentation selection
2025 Knowledge and Information Systems article Computer Science Machine Learning and Data Classification Open access

Alessio Quercia, Abigail Morrison, Hanno Scharr, Ira Assent

0

citations
Convergence at the Bio-Neural Interface, Roadmap for Cognitive Augmentation and Synthetic Biosystems
2025 Journal of Biohybrid Systems Engineering article Neuroscience Neuroscience and Neural Engineering Open access

0

citations
Creation of data-driven low-order predictive cardiac excitation models at the tissue scale in augmented state space ⋆
2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Cardiac electrophysiology and arrhythmias Open access

Desmond Kabus, Tim De Coster, Antoine A.F. de Vries, Daniël A. Pijnappels, Hans Dierckx

0

citations
Aging State Classification of Lithium-Ion Batteries in a Low-Dimensional Latent Space
2026 Batteries article Engineering Advanced Battery Technologies Research Open access

Limei Jin, Franz Philipp Bereck, Rüdiger‐A. Eichel, Josef Granwehr, Christoph Scheurer

0

citations
Towards Spatial Databases using Simulation State Transformations - Providing the Means for High Performance Simulation of Digital Twins in Three-Dimensional Scenarios
2020 Springer eBooks book-chapter Engineering Simulation and Modeling Applications Open access

Moritz Alfrink, Jürgen Roßmann

1

citations
Contrastive learning for neural fingerprinting from limited neuroimaging data
2024 Frontiers in Nuclear Medicine article Neuroscience Functional Brain Connectivity Studies Open access

Nikolas Kampel, Farah Abdellatif, Nadim Jon Shah, Irene Neuner, Jürgen Dammers

2

citations
Safe Reinforcement Learning-Based Control for Hydrogen Diesel Dual-Fuel Engines
2025 IFAC-PapersOnLine article Computer Science Reinforcement Learning in Robotics Open access

Alexander Winkler, Armin Norouzi, Hongsheng Guo, Jakob Andert, David C. Gordon

3

citations
Safe Reinforcement Learning-based Control for Hydrogen Diesel Dual-Fuel Engines
2025 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Alexander Winkler, Armin Norouzi, Jakob Andert, David C. Gordon, Hongsheng Guo

0

citations
Deep Learning-Based Prediction of Biomarkers from Colorectal Cancer Pathology Slides
2025 Qucosa (Saxon State and University Library Dresden) dissertation Computer Science AI in cancer detection Open access

Jan Niehues

0

citations
Transfer Learning Gaussian Anomaly Detection by Fine-tuning Representations
2022 conference-paper Computer Science Anomaly Detection Techniques and Applications Open access cited by 1 patent

Oliver Rippel, Arnav Chavan, Chucai Lei, Dorit Merhof

16

citations
CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems
2024 conference-paper Computer Science Speech and dialogue systems Open access

Amin Abolghasemi, Zhaochun Ren, Arian Askari, Mohammad Aliannejadi, Maarten de Rijke, Suzan Verberne

3

citations
CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems
2024 arXiv (Cornell University) preprint Computer Science Speech and dialogue systems Open access

Amin Abolghasemi, Zhaochun Ren, Arian Askari, Mohammad Aliannejadi, Maarten de Rijke, Suzan Verberne

0

citations
Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance
2024 Computers in Biology and Medicine article Computer Science AI in cancer detection Open access

Gustav Anton Müller‐Franzes, Yoni Schirris, Sophia J. Wagner, Michael Adrian Jendrusch, Matthias Kloor, Alexander T. Pearson, +6 more

13

citations
Reduktion des Bedarfs an Trainingsdaten bei der domänenübergreifenden Anwendung von Qualitätsprognosemodellen
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Fault Detection and Control Systems Open access

Nils Klasen

0

citations
Offline Trajectory Optimization for Offline Reinforcement Learning
2024 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Ziqi Zhao, Zhaochun Ren, Yang Liu, Fajie Yuan, Pengjie Ren, Zhumin Chen

0

citations
Multi-modal body part segmentation of infants using deep learning
2023 BioMedical Engineering OnLine article Computer Science Medical Image Segmentation Techniques Open access

Florian Voss, Noah Brechmann, Simon Lyra, Jöran Rixen, Steffen K. Leonhardt, Christoph Hoog Antink

11

citations
Generating Synthetic Audio Data for Attention-Based Speech Recognition Systems
2020 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech Recognition and Synthesis Open access cited by 5 patents

Nick Rossenbach, Albert Zeyer, Ralf Schlüter, Hermann Ney

74

citations