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Papers matching “autoencoder architecture” 29

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Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups
2023 Scientific Reports article Computer Science Machine Learning in Healthcare Open access cited by 2 patents

Kilian Merkelbach, Steffen Schaper, Christian Diedrich, Sebastian Johannes Fritsch, Andreas Schuppert

12

citations
Autoencoder based Wear Assessment in Sheet Metal Forming
2021 IOP Conference Series Materials Science and Engineering conference-paper Engineering Advanced machining processes and optimization Open access

Philipp Niemietz, Martin Unterberg, Daniel Trauth, Thomas Bergs

17

citations
Quantised Global Autoencoder: A Holistic Approach to Representing Visual Data
2024 arXiv (Cornell University) preprint Computer Science Image Retrieval and Classification Techniques Open access

Tim Elsner, Paula Usinger, Victor Czech, Gregor Kobsik, Yan‐Lin He, Isaak Lim, +1 more

0

citations
A normalized autoencoder for LHC triggers
2023 SciPost Physics Core article Physics and Astronomy Particle physics theoretical and experimental studies Open access

Barry M. Dillon, Luigi Favaro, Tilman Plehn, Peter Sorrenson, M. Krämer

26

citations
Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space
2024 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access

Rasoul Najafi Koopas, Shahed Rezaei, Natalie Rauter, Richard Ostwald, Rolf Lammering

5

citations
Comparative Analysis of Unsupervised and Supervised Autoencoders for Nuclei Classification in Clear Cell Renal Cell Carcinoma Images
2025 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science AI in cancer detection Open access

Fatemeh Javadian, Zahra Aminparast, Johannes Stegmaier, Abin Jose

0

citations
An Overview of Selected Autoencoders and Their Potential Application in Smart Cities
2021 2021 International Conference on Computational Science and Computational Intelligence (CSCI) conference-paper Social Sciences Human Mobility and Location-Based Analysis

Reinhard Hendricks, Lena Charlotte Altherr

1

citations
Autoencoders for Signal Enhancement in Communication Systems
2024 conference-paper Computer Science Wireless Signal Modulation Classification

Vitor Duque, Jan Lewandowsky, Marc Adrat, Till Hardenbicker, Peter Jax

1

citations
Efficient Feature Compression for the Object Tracking Task
2022 2022 IEEE International Conference on Image Processing (ICIP) conference-paper Computer Science Advanced Data Compression Techniques

Robert Henzel, Kiran Misra, Tianying Ji

6

citations
Deep Learning-Based Anomaly Detection in Energy Consumption Data of Buildings: A Comparative Study
2025 conference-paper Social Sciences Human Mobility and Location-Based Analysis

Lukas Schnittcher, Marc Oyen, Lena Charlotte Altherr

0

citations
Utilization of deep autoencoders for improving semantic segmentation of 3D point clouds
2025 RWTH Publications (RWTH Aachen) conference-paper Engineering 3D Shape Modeling and Analysis Open access

Marcel Aubart, Hristo Vassilev Hristo Vassilev

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
Report on 2206.14225v2
2023 peer-review Physics and Astronomy Particle physics theoretical and experimental studies Open access

Barry M. Dillon, Luigi Favaro, Tilman Plehn, Peter Sorrenson, Michael Krämer

0

citations
Report on 2206.14225v1
2022 peer-review Physics and Astronomy Particle physics theoretical and experimental studies Open access

Barry M. Dillon, Luigi Favaro, Tilman Plehn, Peter Sorrenson, Michael Krämer

0

citations
Federated two-stage machine learning model for ultrasonic guided wave structural health monitoring of composite structures
2025 conference-paper Engineering Ultrasonics and Acoustic Wave Propagation

Lukas Jilke, Emy Arts, Florian Raddatz, Norbert Hosters, Marek Behr, Gerko Wende

0

citations
Convolutional Embedded Networks for Population Scale Clustering and Bio-Ancestry Inferencing
2020 IEEE Transactions on Computational Biology and Bioinformatics article Biochemistry, Genetics and Molecular Biology Genetic Associations and Epidemiology Open access

Md. Rezaul Karim, Michael Cochez, Achille Zappa, Ratnesh Sahay, Oya Beyan, Stefan Decker

16

citations
CaloChallenge 2022: a community challenge for fast calorimeter simulation
2025 Reports on Progress in Physics article Materials Science Machine Learning in Materials Science Open access

Claudius Krause, M. Faucci Giannelli, Gregor Kasieczka, Benjamin Philip Nachman, Dalila Salamani, David Shih, +60 more

11

citations
Diffusion MRI anomaly detection in glioma patients
2023 Scientific Reports article Medicine Advanced Neuroimaging Techniques and Applications Open access

Leon Weninger, Jarek Ecke, Kerstin Jütten, Hans Clusmann, Martin Wiesmann, Dorit Merhof

4

citations
Explainable neural network for time series-based condition monitoring in sheet metal shearing
2025 Journal of Intelligent Manufacturing article Engineering Gear and Bearing Dynamics Analysis Open access

Marco Becker, Philipp Niemietz, Thomas Bergs

2

citations
Fast simulation of coronary in‐stent restenosis: A non‐intrusive data‐driven reduced order surrogate model
2024 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Jianye Shi, Kiran Manjunatha, Stefanie Reese

1

citations
Transformers for CT Reconstruction From Monoplanar and Biplanar Radiographs
2023 arXiv (Cornell University) preprint Medicine Radiomics and Machine Learning in Medical Imaging Open access

Firas Khader, Gustav Anton Müller‐Franzes, Sven Nebelung, Christiane Katharina Kuhl, Johannes Stegmaier, Daniel Truhn

0

citations
Diffusion MRI Anomaly Detection in Glioma Patients
2023 Research Square preprint Medicine Advanced Neuroimaging Techniques and Applications Open access

Leon Weninger, Jarek Ecke, Kerstin Jütten, Hans Clusmann, Martin Wiesmann, Dorit Merhof

0

citations
Predictions of protein–protein interactions: Learning sequences and structures
2026 APL Machine Learning article Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access

Carl David Jasper Causin, Maria Fyta

0

citations
Classification of Fermi-LAT sources with deep learning using energy and time spectra
2021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

Thorben Finke, M. Krämer, Silvia Manconi

22

citations
Reinforcement learning for real-world production systems
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Reinforcement Learning in Robotics Open access

0

citations