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Papers matching “small sample learning” 17

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RETRACTED: A bearing fault diagnosis method based on LSTM-GAN and convolutional neural network under small sample variable working conditions
2024 Journal of Intelligent & Fuzzy Systems article Engineering Machine Fault Diagnosis Techniques

Mansong Rong, Yuan Wei, Zhijun Xiao, Hongchong Peng, Kai‐Uwe Schröder

2

citations
End-to-end reinforcement learning of koopman model predictive control ; 1
2025 RWTH Publications (RWTH Aachen) book Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank

0

citations
Downlink CSI Feedback Algorithm With Deep Transfer Learning for FDD Massive MIMO Systems
2021 IEEE Transactions on Cognitive Communications and Networking article Engineering Advanced MIMO Systems Optimization cited by 1 patent

Jun Zeng, Jinlong Sun, Guan Gui, Bamidele Adebisi, Tomoaki Otsuki Ohtsuki, Haris Gacanin, +1 more

81

citations
Operational greenhouse-gas emissions of deep learning in digital pathology: a modelling study
2023 The Lancet Digital Health article Engineering Green IT and Sustainability Open access

Alireza Vafaei Sadr, Roman David Bülow, Saskia Freifrau von Stillfried, Nikolas E. J. Schmitz, Pourya Pilva, David Laurin Hölscher, +3 more

39

citations
Diffusion Based Data Synthesis for Enhanced Tool Wear Segmentation
2026 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Zongshuo Li, Ding Huo, Markus Meurer, Thomas Bergs

0

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
Deep Transfer Learning for 5G Massive MIMO Downlink CSI Feedback
2021 IEEE Wireless Communications and Networking Conference conference-paper Engineering Advanced MIMO Systems Optimization cited by 4 patents

Jun Zeng, Zhengran He, Jinlong Sun, Bamidele Adebisi, Haris Gacanin, Guan Gui, +1 more

8

citations
Model-based data augmentation to improve the performance of machine-learning diagnostic systems
2022 IET conference proceedings. conference-paper Engineering Power Transformer Diagnostics and Insulation

Jannis Nikolas Kahlen, Andre Würde, Albert Moser

1

citations
Zero Modes and Classification of Combinatorial Metamaterials
2022 UvA-DARE (University of Amsterdam) dataset Engineering Advanced Materials and Mechanics Open access

Ryan van Mastrigt, Marjolein Dijkstra, Martin van Hecke, Corentin Coulais

1

citations
Zero Modes and Classification of Combinatorial Metamaterials
2022 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Advanced Materials and Mechanics Open access

Ryan van Mastrigt, Marjolein Dijkstra, Martin van Hecke, Corentin Coulais

0

citations
What Is the Best Way to Optimally Parameterize the MPC Cost Function for Vehicle Guidance?
2023 Mathematics article Engineering Vehicle Dynamics and Control Systems Open access

Robert Ritschel, Felix Krabbes, Rick Voßwinkel, Hendrik Richter

8

citations
What is the Best Way to Optimally Parameterize the MPC Cost Function for Vehicle Guidance?
2022 arXiv (Cornell University) preprint Engineering Vehicle Dynamics and Control Systems Open access

Robert Ritschel, Felix Krabbes, Rick Voßwinkel, Hendrik Richter

0

citations
A gap-filling method for room temperature data based on autoencoder neural networks
2021 Building Simulation Conference proceedings conference-paper Engineering Building Energy and Comfort Optimization Open access

Romana Markovic, Jérôme Frisch, Andreas Wagner, Francesco Causone, Christoph van Treeck

5

citations
A Monte Carlo Simulation Approach in Non-linear Structural Dynamics Using Convolutional Neural Networks
2021 Frontiers in Built Environment article Engineering Seismic Performance and Analysis Open access

Franz Bamer, Denny Thaler, Marcus Stoffel, Bernd A. Markert

15

citations
Measurement Uncertainty: Relating the uncertainties of physical and virtual measurements
2024 arXiv (Cornell University) preprint Engineering Fault Detection and Control Systems Open access

Simon Cramer, Robert Heinrich Schmitt

1

citations
Domain Adaptation via Simulation Parameter and Data Perturbation for Predictive Maintenance
2024 PHM Society European Conference conference-abstract Engineering Machine Fault Diagnosis Techniques Open access

Kiavash Fathi, Fabio Corradini, Marcin Sadurski, Marco Silvestri, Marko Ristin, Afrooz Laghaei, +3 more

0

citations
Zero Modes and Classification of a Combinatorial Metamaterial
2022 UvA-DARE (University of Amsterdam) dataset Engineering Advanced Materials and Mechanics Open access

Ryan van Mastrigt, Marjolein Dijkstra, Martin van Hecke, Corentin Coulais

0

citations

17 results