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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 -
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 -
Deep Anatomical Federated Network (Dafne): An Open Client-Server Framework for Continuous, Collaborative Improvement of Deep Learning–based Medical Image Segmentation2025 Radiology Artificial Intelligence article Computer Science Medical Image Segmentation Techniques Open access
Francesco Santini, Jakob Wasserthal, Abramo Agosti, Xeni Deligianni, Kevin R. Keene, Hermien E. Kan, +8 more
30citations -
SEVERE++: Evaluating Benchmark Sensitivity in Generalization of Video Representation Learning2025 arXiv (Cornell University) preprint Computer Science Human Pose and Action Recognition Open access
Fida Mohammad Thoker, Letian Jiang, Chen Zhao, Piyush Bagad, Hazel Doughty, Bernard Ghanem, +1 more
2citations -
QuadAI at SemEval-2026 Task 3: Ensemble Learning of Hybrid RoBERTa and LLMs for Dimensional Aspect-Based Sentiment Analysis2026 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
0citations