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Papers matching “unsupervised learning” 181

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Unsupervised Learning and Clustered Connectivity Enhance Reinforcement Learning in Spiking Neural Networks
2021 Frontiers in Computational Neuroscience article Engineering Advanced Memory and Neural Computing Open access

Philipp Weidel, Renato Duarte, Abigail Morrison

23

citations
Unsupervised learning and clustered connectivity enhance reinforcement learning in spiking neural networks
2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Engineering Advanced Memory and Neural Computing Open access

Philipp Weidel, Renato Duarte, Abigail Morrison

1

citations
Time series representations classroom (TSRC): a teacher-student-based framework for interpretability-enhanced unsupervised time series representation learning
2025 Machine Learning article Computer Science Time Series Analysis and Forecasting Open access

Wadie Skaf, Mitra Baratchi, Holger H. Hoos

0

citations
TopoCLR: Topology-guided contrastive learning of representations for unsupervised crack analysis
2026 Computer-Aided Civil and Infrastructure Engineering article Engineering Infrastructure Maintenance and Monitoring Open access

Barış Özcan, Jörg Blankenbach

0

citations
Unsupervised Learning of Spatio-Temporal Patterns in Spiking Neuronal Networks
2024 International Conference on Neuromorphic Systems (ICONS) conference-paper Neuroscience Neural dynamics and brain function

Florian Feiler, Emre Neftci, Younes Bouhadjar

0

citations
Surrounding Cell Suppression For Unsupervised Representation Learning In Hematological Cell Classification
2021 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Digital Imaging for Blood Diseases

Philipp Gräbel, Ina Laube, Martina Margrit Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara M. Klinkhammer, +3 more

0

citations
Improving unsupervised stain-to-stain translation using self-supervision and meta-learning
2022 Journal of Pathology Informatics article Computer Science AI in cancer detection Open access

Nassim Bouteldja, Barbara M. Klinkhammer, Tarek Schlaich, Peter Boor, Dorit Merhof

31

citations
Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning
2021 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

Nassim Bouteldja, Barbara M. Klinkhammer, Tarek Schlaich, Peter Boor, Dorit Merhof

2

citations
Prediction of statistical force–displacement curves of Charpy-V impact tests based on unsupervised fracture surface machine learning
2025 Engineering Failure Analysis article Materials Science High-Velocity Impact and Material Behavior Open access

Johannes Tlatlik, Nils Rump, Sebastian Münstermann

5

citations
Regularization Strategy Aided Robust Unsupervised Learning for Wireless Resource Allocation
2023 IEEE Transactions on Vehicular Technology article Engineering Indoor and Outdoor Localization Technologies

Hao Huang, Yun Lin, Guan Gui, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi

12

citations
Unsupervised Learning-Inspired Power Control Methods for Energy-Efficient Wireless Networks Over Fading Channels
2022 IEEE Transactions on Wireless Communications article Engineering Advanced Wireless Communication Technologies

Hao Huang, Miao Liu, Guan Gui, Haris Gacanin, Hikmet Sari, Fumiyuki Adachi

29

citations
Autism spectrum disorder classification based on interpersonal neural synchrony: Can classification be improved by dyadic neural biomarkers using unsupervised graph representation learning?
2022 arXiv (Cornell University) preprint Neuroscience Functional Brain Connectivity Studies Open access

Christian P Gerloff, Kerstin Konrad, Martin Schulte‐Rüther, Vanessa Reindl

0

citations
Nonlinear Identification Modeling for PCCI Engine Emissions Prediction Using Unsupervised Learning and Neural Networks
2020 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Chemical Engineering Advanced Combustion Engine Technologies

Pan Wang, Metin Korkmaz, Joachim Beeckmann, Heinz G. Pitsch

9

citations
Unsupervised deep-learning approach for time domain signal denoising in MPI
2025 International journal on magnetic particle imaging article Engineering Characterization and Applications of Magnetic Nanoparticles Open access

Volkmar Schulz, Franziska Schrank

0

citations
Unsupervised learning of charge-discharge cycles from various lithium-ion battery cells to visualize dataset characteristics and to interpret model performance
2024 Energy and AI article Engineering Advanced Battery Technologies Research Open access

Akihiro Yamashita, Sascha Berg, Egbert Figgemeier

10

citations
Unsupervised learning of nanoindentation data to infer microstructural details of complex materials
2024 Frontiers in Materials article Engineering Metal and Thin Film Mechanics Open access

Chen Zhang, Clémence Bos, Stefan Sandfeld, Ruth Schwaiger

8

citations
Unsupervised Learning of Nanoindentation Data to Infer Microstructural Details of Complex Materials
2023 arXiv (Cornell University) preprint Engineering Metal and Thin Film Mechanics Open access

Chen Zhang, Clémence Bos, Stefan Sandfeld, Ruth Schwaiger

1

citations
Distributed Unsupervised Learning for Combinatorial User Assignment in mmWave Cell-Free Massive MIMO Using Graph Neural Networks
2026 IEEE Transactions on Wireless Communications article Engineering Millimeter-Wave Propagation and Modeling Open access

Bile Peng, Bihan Guo, Karl-Ludwig Besser, Luca Kunz, Zhengyang Li, Ramprasad Raghunath, +4 more

0

citations
Unsupervised deep learning for defect detection on CT parts using simulated data
2023 Research and Review Journal of Nondestructive Testing article Engineering Advanced X-ray and CT Imaging Open access

Virginia Florian, Christian Kretzer, Stefan Kasperl, Richard Schielein, Benjamin Montavon, Robert Heinrich Schmitt

0

citations
Accelerated dinuclear palladium catalyst identification through unsupervised machine learning
2021 Science article Chemistry Asymmetric Hydrogenation and Catalysis

Julian A. Hueffel, Theresa Sperger, Ignacio Funes‐Ardoiz, Jas S. Ward, Kari T. Rissanen, Franziska Schoenebeck

176

citations
Time series representations classroom (TSRC): a teacher-student-based framework for interpretability-enhanced unsupervised time series representation learning
2025 Machine Learning article Computer Science Time Series Analysis and Forecasting Open access

0

citations
Combining unsupervised and supervised learning in microscopy enables defect analysis of a full 4H-SiC wafer
2024 MRS Communications article Engineering Integrated Circuits and Semiconductor Failure Analysis Open access cited by 1 patent

Johannes Steiner, Peter J. Wellmann

8

citations
Can unsupervised machine learning boost the on-site analysis of in situ synchrotron diffraction data?
2022 Scripta Materialia article Materials Science Machine Learning in Materials Science Open access

Tobias Strohmann, Pere Barriobero Vila, Joachim Gussone, David Melching, Andreas Stark, Norbert Schell, +1 more

6

citations
Unsupervised Machine Learning-based STEM diffraction pattern denoising for enhanced grain visualization in phase change materials
2024 BIO Web of Conferences conference-paper Materials Science Machine Learning in Materials Science Open access

Karina Ruzaeva, Dieter Weber, Jonas Werner, Stefan Sandfeld

0

citations
Bayesian Unsupervised Machine Learning Approach to Segment Arctic Sea Ice Using SMOS Data
2021 Geophysical Research Letters article Earth and Planetary Sciences Arctic and Antarctic ice dynamics Open access

Christoph Herbert, Adriano Camps, Florian Wellmann, Merce Vall-llossera

8

citations