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Papers matching “unsupervised reconstruction” 25

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Unsupervised deep-learning approach for time domain signal denoising in MPI
2025 International journal on magnetic particle imaging article Computer Science Image and Signal Denoising Methods Open access

Volkmar Schulz, Franziska Schrank

0

citations
Autoencoders for unsupervised anomaly detection in high energy physics
2021 Journal of High Energy Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access

100

citations
QUEST: Quasar unsupervised encoder and synthesis tool
2026 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Francesco Guarneri, Jan–Torge Schindler, R. A. Meyer, Da-Ming Yang, Joseph F. Hennawi, Luisa Lucie-Smith, +2 more

1

citations
QUEST: Quasar unsupervised encoder and synthesis tool
2026 Archive ouverte UNIGE (University of Geneva) article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Francesco Guarneri, Jan–Torge Schindler, R. A. Meyer, D. Yang, Joseph F. Hennawi, Luisa Lucie-Smith, +2 more

0

citations
QUEST: Quasar unsupervised encoder and synthesis tool
2026 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Francesco Guarneri, Jan–Torge Schindler, R. A. Meyer, D. Yang, Joseph F. Hennawi, Luisa Lucie-Smith, +2 more

0

citations
Autoencoders for unsupervised anomaly detection in high energy physics
2021 RWTH Publications (RWTH Aachen) article Physics and Astronomy Particle physics theoretical and experimental studies Open access

Thorben Finke, Michael Krämer, Alessandro Morandini, Alexander Mück, Ivan Oleksiyuk

100

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
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

1

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
Influence of adversarial training on super-resolution turbulence reconstruction
2024 Physical Review Fluids article Physics and Astronomy Model Reduction and Neural Networks Open access

Ludovico Nista, Heinz G. Pitsch, Christoph Schumann, Mathis Bode, Temistocle Grenga, Jonathan F. MacArt, +1 more

26

citations
A radicular cyst potentially associated with unsupervised home bleaching: A multidisciplinary case report
2026 Oral and Maxillofacial Surgery Cases article Dentistry Oral and Maxillofacial Pathology Open access

Michael Andreas Leman, Yossy Yoanita Ariestiana, Afniati Rachmuddin, Paolo Boffano, Tsuyoshi Shimo, Tymour Forouzanfar, +1 more

0

citations
Deep image prior for photoacoustic tomography can mitigate limited-view artifacts
2026 Applied Mathematics for Modern Challenges article Engineering Photoacoustic and Ultrasonic Imaging Open access

Hanna Pulkkinen, Jenni Poimala, Leonid A. Kunyansky, Janek Gröhl, Andreas Hauptmann

0

citations
Bridging gaps with computer vision: AI in (bio)medical imaging and astronomy
2024 Astronomy and Computing article Computer Science Advanced Neural Network Applications Open access

Saeid Rezaei, Amirmohammad Chegeni, Amir Javadpour, A. VafaeiSadr, Lu Cao, Huub J. A. Röttgering, +1 more

9

citations
Statistical learning for fluid flows: Sparse Fourier divergence-free approximations
2021 Physics of Fluids article Physics and Astronomy Model Reduction and Neural Networks Open access

Luis Espath, Dmitry I. Kabanov, Jonas Kiessling, Raul F. Tempone

4

citations
Frequency-aware Interface Dynamics with Generative Adversarial Networks
2021 article Computer Science Computer Graphics and Visualization Techniques

Lukas Prantl, Tassilo Kugelstadt, Jan Bender, Nils Thuerey

0

citations
Direct motif extraction from high resolution crystalline STEM images
2023 Ultramicroscopy article Biochemistry, Genetics and Molecular Biology Advanced Electron Microscopy Techniques and Applications

Amel Shamseldeen Ali Alhassan, Siyuan Zhang, Benjamin Berkels

3

citations
Semi-supervised time series classification method for quantum computing
2021 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access

Florian Neukart

10

citations
Graph-based learning of nanopore translocation event signals
2026 Nanoscale article Engineering Nanopore and Nanochannel Transport Studies Open access

Mayukh Kansari, Tobias Ensslen, Jan Claas Behrends, Maria Fyta

0

citations
Artificial intelligence powered decoding of Plasmodium falciparum sporozoite motility patterns
2026 Scientific Reports article Medicine Malaria Research and Control Open access

Chanel Milène Naar, Kateryna Pirkovets, Clarize M. de Korne, Roos van Schuijlenburg, Meta Roestenberg, Fijs WB van Leeuwen

0

citations
Learning minimal representations of fermionic ground states
2026 Physical Review Research article Physics and Astronomy Quantum many-body systems Open access

Felix Frohnert, Emiel Koridon, Stefano Polla

0

citations
Quantitative 3D Investigation of Nanoparticle Assemblies by Volumetric Segmentation of Electron Tomography Data Sets
2023 The Journal of Physical Chemistry C article Biochemistry, Genetics and Molecular Biology Advanced Electron Microscopy Techniques and Applications Open access

Safiyye Kavak, Ajinkya Anil Kadu, Nathalie Claes, Ana Sánchez‐Iglesias, Luis M. Liz‐Marzán, Kees Joost Batenburg, +1 more

8

citations
Autoencoder-based non-intrusive model order reduction for anisotropic and multi-physics problems
2026 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access

Jannick Kehls, Ellen Kuhl, Tim Brepols, Kevin Linka, Hagen Holthusen

4

citations
The (im)possibility of strong chemical tagging
2021 Astronomy and Astrophysics article Physics and Astronomy Stellar, planetary, and galactic studies Open access

36

citations
Dirac signal processing of higher-order topological signals
2023 New Journal of Physics article Computer Science Topological and Geometric Data Analysis Open access

Lucille Calmon, Michael T. Schaub, Ginestra Bianconi

30

citations
The (im)possibility of strong chemical tagging
2021 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Stellar, planetary, and galactic studies Open access

L. Casamiquela, A. Castro-Ginard, Friedrich Anders, Caroline Soubiran

4

citations

25 results