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Papers matching “data sparsity” 13

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A Study on Data Augmentation Techniques for Visual Defect Detection in Manufacturing
2023 Technologien für die intelligente Automation book-chapter Engineering Industrial Vision Systems and Defect Detection Open access

Lars Leyendecker, Thorben Werner, Maximilian Motz, Robert Heinrich Schmitt

4

citations
Actuation response model from sparse data for wall turbulence drag reduction
2020 Physical Review Fluids article Engineering Fluid Dynamics and Turbulent Flows Open access

Daniel Fernex, Richard Semaan, Marian Albers, Pascal S. Meysonnat, Wolfgang Schröder, Bernd R. Noack

25

citations
DeltaDPD: Exploiting Dynamic Temporal Sparsity in Recurrent Neural Networks for Energy-Efficient Wideband Digital Predistortion
2025 IEEE Microwave and Wireless Technology Letters article Engineering Advanced Power Amplifier Design Open access

Yizhuo Wu, Yi Zhu, Qinyu Chen, Anding Zhu, John Gajadharsing, Leo C. N. de Vreede, +1 more

8

citations
DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) conference-paper Engineering Autonomous Vehicle Technology and Safety

Dan Ping Jia, Alexander Hermans, Bastian Leibe

49

citations
A constitutive modelling framework for applications to in vivo longitudinal data: Evaluation in a 60‐day head‐down bed rest study on arterial function
2026 The Journal of Physiology article Engineering Elasticity and Material Modeling Open access

Alessandro Giudici, Karen Barchetti, Umit Gencer, Hakim Khettab, Élie Mousseaux, Carole Leguy, +4 more

1

citations
A longitudinal degradation set‐up for calendar aging of lithium‐ion batteries in view of sparse experimental data
2023 Applied Stochastic Models in Business and Industry article Engineering Advanced Battery Technologies Research Open access

Udo Kamps, Maria Kateri

3

citations
Deep Inverse Sensor Models as Priors for evidential Occupancy Mapping
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) conference-paper Engineering Robotics and Sensor-Based Localization Open access

Lars Kuhnert, Lutz Eckstein

7

citations
Uncertainty quantification in machine learning: confidence intervals for high-dimensional regression
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Sparse and Compressive Sensing Techniques Open access

Frederik Hoppe

0

citations
A 1.1 μJ/Inference Binary Spiking Neural Network Accelerator for DVS Gesture Recognition
2025 IEEE Transactions on Circuits and Systems I Regular Papers article Engineering Advanced Memory and Neural Computing

Congyi Sun, Heng Zhang, Qinyu Chen, Yuxiang Fu, Li Li

1

citations
Analysis of transonic buffet using dynamic mode decomposition
2021 Experiments in Fluids article Engineering Computational Fluid Dynamics and Aerodynamics Open access

Antje Feldhusen-Hoffmann, Christian Lagemann, Simon Loosen, Pascal S. Meysonnat, Michael Klaas, Wolfgang Schröder

34

citations
Online Transformers with Spiking Neurons for Fast Prosthetic Hand Control
2023 IEEE Biomedical Circuits and Systems Conference (BioCAS) conference-paper Engineering Muscle activation and electromyography studies

Nathan Leroux, Jan Finkbeiner, Emre Neftci

11

citations
Impact of 2D engine nacelle flow on buffet
2024 CEAS Aeronautical Journal article Engineering Computational Fluid Dynamics and Aerodynamics Open access

Thomas Lürkens, Matthias H. Meinke, Wolfgang Schröder

3

citations
On the Influence of the Transformation Matrix in Compressed Spherical Near-Field Measurements
2020 European Conference on Antennas and Propagation conference-paper Engineering Electromagnetic Compatibility and Measurements

Cosme Culotta-López, Dirk Heberling

0

citations

13 results