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Continual learning in medical image analysis: A comprehensive review of recent advancements and future prospects2025 Medical Image Analysis review Computer Science Domain Adaptation and Few-Shot Learning Open access
Joohi Chauhan, Afshin Bozorgpour, Boqiang Huang, Reza Azad, Dorit Merhof
46citations -
Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects2023 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access
Pratibha Kumari, Joohi Chauhan, Afshin Bozorgpour, Reza Azad, Dorit Merhof
2citations -
Repurposing adult AI radiograph models for neonatal care through continual learning: an international multicentre study2026 Nature Biomedical Engineering article Medicine Artificial Intelligence in Healthcare and Education Open access
Vishwanatha M. Rao, Emma Chen, Agustina Saenz, Oishi Banerjee, Henrik Marklund, Lucas Bijnens, +69 more
0citations -
Improving Open-world Continual Learning under the Constraints of Scarce Labeled Data2025 ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access
Yujie Li, Xiangkun Wang, Xin Yang, Marcello Bonsangue, Junbo Zhang, Tianrui Li
2citations -
Clustering-based Domain-Incremental Learning2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access
Christiaan Lamers, René Vidal, Nabil Belbachir, Bas van Stein, Thomas Bäck, Paris V. Giampouras
20citations -
Continuous Adaptation for Interactive Object Segmentation by Learning from Corrections2020 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications Open access cited by 2 patents
Theodora Kontogianni, Michael Gygli, Jasper Uijlings, Vittorio Ferrari
62citations -
A Decade of Learning-Based Control: From Theoretic Foundations to Practical Deployment2026 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access
Angela P. Schoellig, Matthias A. Müller, Sebastian Trimpe, Melanie N. Zeilinger, Mahathi Anand, Andrea Carron, +5 more
0citations -
Quantum speed-ups in reinforcement learning2021 Quantum Nanophotonic Materials, Devices, and Systems conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access
Valeria Saggio, Beate E. Asenbeck, Teodor Strömberg, Peter Schiansky, Vedran Dunjko, Nicolai Friis, +6 more
4citations -
Strategy-Oriented Feedback for Fostering Systematic Problem-Solving in Machine Learning Education2026 Workshop in Primary and Secondary Computing Education conference-paper Computer Science Teaching and Learning Programming Open access
Clemens Witt, Thiemo Leonhardt, Erik Marx, Mareen Grillenberger
0citations