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Papers matching “learning potential” 1,921

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Deep learning helps discriminate between autoimmune hepatitis and primary biliary cholangitis
2024 JHEP Reports article Medicine Liver Diseases and Immunity Open access

Alessio Gerussi, Oliver Lester Saldanha, Giorgio Cazzaniga, Damiano Verda, Zunamys Itzell Carrero, Bastian Engel, +27 more

19

citations
Identification and Characterization of Challenges in the Future of Manufacturing for the Application of Machine Learning
2020 International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS) conference-paper Engineering Digital Transformation in Industry

Günther Schuh, Maximilian Nadicksbernd

8

citations
Federated learning from molecules to processes: A perspective
2026 Process Safety and Environmental Protection article Computer Science Privacy-Preserving Technologies in Data Open access

Jan G. Rittig, Clemens Kortmann

0

citations
Transforming sexual (self-)ageism: A tailored participatory action research approach for collaborative learning among older adults
2025 Educational Gerontology article Psychology Aging and Gerontology Research Open access

Jana Kerssies, Johanna M. Huijg, Els Messelis, Tineke Abma, Elena Bendien

1

citations
Adapting technology learning curves for prospective techno-economic and life cycle assessments of emerging carbon and utilization pathways
2022 TNO Repository article Engineering Carbon Dioxide Capture Technologies Open access

G. Faber, A. Ruttinger, T. Strunge, T. Langhorst, M.K. van der Hulst, F. Bensebaa, +1 more

0

citations
Interpretable deep learning model to predict the molecular classification of endometrial cancer from haematoxylin and eosin-stained whole-slide images: a combined analysis of the PORTEC randomised trials and clinical cohorts
2022 The Lancet Digital Health article Computer Science AI in cancer detection Open access

Sarah Volinsky-Fremond, Sonali Andani, Jurriaan Barkey Wolf, Jouke Dijkstra, Sinead Melsbach, Jan J. Jobsen, +18 more

134

citations
Deep Anatomical Federated Network (Dafne): An open client-server framework for the continuous, collaborative improvement of deep learning-based medical image segmentation
2023 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Francesco Santini, Jakob Wasserthal, Abramo Agosti, Xeni Deligianni, Kevin R. Keene, Hermien E. Kan, +8 more

20

citations
Point2Vec for Self-Supervised Representation Learning on Point Clouds
2023 arXiv (Cornell University) preprint Engineering 3D Shape Modeling and Analysis Open access

Jonas Schult, Alexander Hermans, Bastian Leibe

8

citations
Sequence learning in a spiking neuronal network with memristive synapses
2023 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

Younes Bouhadjar, Sebastian Siegel, Tom Tetzlaff, Markus Diesmann, Rainer Waser, Dirk J. Wouters

4

citations
Towards FAIR Data in Distributed Machine Learning Systems
2023 Globecom conference-paper Computer Science Privacy-Preserving Technologies in Data

Yongli Mou, Fengyang Guo, Wei Dong Lu, Yongzhao Li, Oya Beyan, Thomas Rose, +2 more

1

citations
Sequence learning in a spiking neuronal network with memristive synapses
2022 JuSER (Forschungszentrum Jülich) article Engineering Advanced Memory and Neural Computing Open access

Younes Bouhadjar, Sebastian Siegel, Tom Tetzlaff, Markus Diesmann, Rainer M. Waser, Dirk J. Wouters

0

citations
The quantum cartpole: A benchmark environment for non-linear reinforcement learning
2024 SciPost Physics Core article Computer Science Quantum Computing Algorithms and Architecture Open access

Kai Meinerz, Simon Trebst, Mark Spencer Rudner, Evert van Nieuwenburg

0

citations
Battery aging-aware vehicle-to-grid control in home charging systems via deep reinforcement learning
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Electric Vehicles and Infrastructure Open access

Jingyu Gong

0

citations
Global birdsong embeddings enable superior transfer learning for bioacoustic classification
2023 Scientific Reports article Computer Science Music and Audio Processing Open access

Burooj Ghani, Stefan Kahl, Holger Klinck

165

citations
Task space adaptation via the learning of gait controllers of magnetic soft millirobots
2021 The International Journal of Robotics Research article Engineering Soft Robotics and Applications Open access cited by 1 patent

Sinan Özgün Demir, Utku Çulha, Alp Can Karacakol, Abdon Pena‐Francesch, Sebastian Trimpe, Metin Sitti

33

citations
Machine Learning assisted systematic reviewing in orthopaedics
2023 Journal of Orthopaedics review Decision Sciences Meta-analysis and systematic reviews Open access

Bart G. C. W. Pijls

15

citations
Interacting Federated and Transfer Learning-Aided CSI Prediction for Intelligent Cellular Networks
2023 IEEE Transactions on Vehicular Technology article Engineering Advanced MIMO Systems Optimization cited by 1 patent

Jinlong Sun, Yibin Zhang, Guan Gui, Haitao Zhao, Haris Gacanin, Hikmet Sari

13

citations
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets
2023 arXiv (Cornell University) preprint Computer Science Computational Drug Discovery Methods Open access

Dominique Beaini, Shenyang Huang, Joao Alex Cunha, Gabriela Moisescu-Pareja, Oleksandr Dymov, Samuel Maddrell-Mander, +26 more

6

citations
Impact of a Data-driven Teaching Approach on 9th Graders Conceptual Understanding of Machine Learning
2026 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Social Sciences Science Education and Pedagogy Open access

Erik Marx, Thiemo Leonhardt, Nadine Bergner

0

citations
NoisyDECOLLE: Robust Local Learning for SNNs on Neuromorphic Hardware
2023 International Conference on Machine Learning and Applications conference-paper Engineering Advanced Memory and Neural Computing

Tim Stadtmann, Benedikt Wahl, Tobias Gemmeke

4

citations
AI agents envisioning the future: Forecast-based operation of renewable energy storage systems using hydrogen with Deep Reinforcement Learning
2022 Energy Conversion and Management article Energy Hybrid Renewable Energy Systems Open access cited by 1 patent

Alexander Dreher, Thomas Bexten, Tobias Sieker, Malte Lehna, Jonathan Schütt, Christoph Scholz, +1 more

100

citations
Towards Personalized Game-Based Learning in Anti-Phishing Education
2020 IEEE International Conference on Advanced Learning Technologies (ICALT) conference-paper Computer Science Spam and Phishing Detection

René Röpke, Ulrik Schroeder, Vincent Drury, Ulrike Meyer

3

citations
Automated Hybrid Machine Learning System for Production
2026 Procedia CIRP article Materials Science Machine Learning in Materials Science Open access

Hendrik Mende, Henrik Heymann, Laura Battistella Fiorini, Gustavo Schewinski, Dennis Grunert, Albina Karimova, +4 more

2

citations
Active Learning Using Aggregated Acquisition Functions: Accuracy and Sustainability Analysis
2026 IEEE Journal of Selected Topics in Signal Processing article Computer Science Machine Learning and Algorithms Open access

Cédric Jung, Shirin Salehi, Anke Schmeink

0

citations
On the use of evolutionary-algorithm-driven reinforcement learning in underwater robotics
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Underwater Vehicles and Communication Systems Open access

Cagatay Sariman

0

citations