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Papers matching “continual learning” 671

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Cluster-aware continuous treatment effect estimation via Hellinger-based balanced representation learning
2026 Signal Processing article Mathematics Advanced Causal Inference Techniques Open access

Siyuan Zhao, Yiran Zhuo, Hongchang Liu, Lincen Yang, Shujian Yu

0

citations
Machine Learning as a Novel Method to Support Therapeutic Drug Management and Precision Dosing
2021 Clinical Pharmacology & Therapeutics article Computer Science Machine Learning in Healthcare Open access

Teun van Gelder, Alexander A. T. M. M. Vinks

25

citations
Available guidance for ethical challenges in learning health systems: an integrative literature review
2026 Health Research Policy and Systems review Medicine Ethics in Clinical Research Open access

Sara J. M. Laurijssen, Rieke van der Graaf, Rolf H. H. Groenwold, Martine Charlotte de Vries, Wouter B van Dijk, Ewoud Schuit

1

citations
Representation and Experience-Based Learning of Explainable Models for Robot Action Execution
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) conference-paper Engineering Robot Manipulation and Learning cited by 1 patent

Alex Mitrevski, Paul G. Plöger, Gerhard Lakemeyer

10

citations
Analysis of Criteria for the Selection of Machine Learning Frameworks
2020 2012 International Conference on Computing, Networking and Communications (ICNC) conference-paper Computer Science Advanced Neural Network Applications

Kai Dinghofer, Frank H. Hartung

15

citations
QuadAI at SemEval-2026 Task 3: Ensemble Learning of Hybrid RoBERTa and LLMs for Dimensional Aspect-Based Sentiment Analysis
2026 arXiv (Cornell University) preprint Computer Science Sentiment Analysis and Opinion Mining Open access

A. J. W. de Vink, Filippos Ventirozos, Natalia Amat‐Lefort, Lifeng Han

0

citations
QuadAI at SemEval-2026 Task 3: Ensemble Learning of Hybrid RoBERTa and LLMs for Dimensional Aspect-Based Sentiment Analysis
2026 arXiv (Cornell University) preprint Computer Science Sentiment Analysis and Opinion Mining Open access

A. J. W. de Vink, Filippos Ventirozos, Natalia Amat‐Lefort, Lifeng Han

0

citations
Training and peer-group coaching for pairs of researchers and patient representatives to support continuous two-way learning
2024 Research Involvement and Engagement article Health Professions Mental Health and Patient Involvement Open access

Casper Schoemaker, Inge Schalkers, Brigit A. de Jong, Wilma Wissink, Sacha le Loux, Ronald A.M. Buijsen, +3 more

4

citations
Hierarchical progressive learning of cell identities in single-cell data
2021 Nature Communications article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

Lieke Michielsen, Marcel J. T. Reinders, Ahmed Essam Mahfouz

56

citations
Hierarchical progressive learning of cell identities in single-cell data
2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

Lieke Michielsen, Marcel J. T. Reinders, Ahmed Essam Mahfouz

4

citations
Adaptive Iterative Learning Control of an Industrial Robot during Neuromuscular Training
2020 IFAC-PapersOnLine article Engineering Iterative Learning Control Systems Open access

Maike Ketelhut, G.M. Brügge, Fabian Göll, Bjoern Braunstein, Kirsten Albracht, Dirk Abel

2

citations
A self-calibrating and learning control system for non-invasive continuous perioperative blood pressure measurement
2020 article Engineering Iterative Learning Control Systems

Patrick Borchers, Daniel Laidig, Paul Friedrich Geus, Thomas Schauer, Thomas Seel

1

citations
A Physics-Informed Meta-Learning Framework for the Continuous Solution of Parametric PDEs on Arbitrary Geometries
2025 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Reza Najian Asl, Yusuke Yamazaki, Kianoosh Taghikhani, Mayu Muramatsu, Markus Apel, Shahed Rezaei

1

citations
Congestion assessment using a self-supervised contrastive learning-derived risk index in patients with congestive heart failure (CONAN): protocol and design of a prospective cohort study
2025 European Heart Journal - Digital Health article Medicine Heart Failure Treatment and Management Open access

Bojan Hartmann, Niels‐Ulrik Korbinian Hartmann, Julia Brandts, Marlo Verket, Nikolaus Marx, Niveditha Dinesh, +7 more

0

citations
Identifying Secondary School Students' Misconceptions about Machine Learning: An Interview Study
2024 WiPSCE Conference on Primary and Secondary Computing Education Research (WiPSCE) conference-paper Social Sciences Science Education and Pedagogy Open access

Erik Marx, Clemens Witt, Thiemo Leonhardt

15

citations
A Novel Radio Frequency Fingerprint Identification Method Using Incremental Learning
2022 IEEE Vehicular Technology Conference conference-paper Computer Science Wireless Signal Modulation Classification

Jie Zhou, Yang Peng, Guan Gui, Yun Lin, Bamidele Adebisi, Haris Gacanin, +1 more

21

citations
Just-in-time deep learning for real-time X-ray computed tomography
2023 Scientific Reports article Physics and Astronomy Advanced X-ray Imaging Techniques Open access

Adriaan Graas, Sophia Bethany Coban, Kees Joost Batenburg, Felix F. Lucka

12

citations
End-to-end reinforcement learning of Koopman models for economic nonlinear model predictive control
2024 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Alexander Mitsos, Manuel Dahmen

10

citations
Joint multi-task learning improves weakly-supervised biomarker prediction in computational pathology
2024 arXiv (Cornell University) preprint Computer Science AI in cancer detection Open access

Omar S. M. El Nahhas, Georg Wölflein, Marta Ligero, Tim Lenz, Marko van Treeck, Firas Khader, +2 more

2

citations
QuadAI at SemEval-2026 Task 3: Ensemble Learning of Hybrid RoBERTa and LLMs for Dimensional Aspect-Based Sentiment Analysis
2026 International Workshop on Semantic Evaluation (SemEval) conference-paper Computer Science Sentiment Analysis and Opinion Mining Open access

A. J. W. de Vink, Filippos Ventirozos, Natalia Amat‐Lefort, Lifeng Han

0

citations
Robot Learning With Crash Constraints
2021 IEEE Robotics and Automation Letters article Computer Science Reinforcement Learning in Robotics Open access

24

citations
Robot Learning With Crash Constraints
2021 RWTH Publications (RWTH Aachen) article Computer Science Reinforcement Learning in Robotics

Alonso Marco, Dominik Baumann, Majid Khadiv, Philipp Hennig, Ludovic Righetti

19

citations
Improving self‐regulated learning of speaking skills in foreign languages
2024 Modern Language Journal article Arts and Humanities EFL/ESL Teaching and Learning Open access

E. de Vrind, Fred J. J. M. Janssen, Jan H. VAN DRIEL, Nivja H. de Jong

3

citations
Action Space-Independent Exploration Methods in Multi-Agent Deep Reinforcement Learning for Wireless Power Allocation
2024 IEEE Wireless Communications and Networking Conference conference-paper Computer Science Reinforcement Learning in Robotics

Amna Kopic, Erma Perenda, Haris Gacanin

1

citations
Learning Bilevel Policies over Symbolic World Models for Long-Horizon Planning
2026 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Dillon Z. Chen, Till Hofmann, Toryn Q. Klassen, Sheila A. McIlraith

0

citations