{"total":24,"rows":[{"id":"2106.01085","title":"Online Coreset Selection for Rehearsal-based Continual Learning","created":"2021-06-02","cited_by_count":117,"area":null},{"id":"2204.05737","title":"LifeLonger: A Benchmark for Continual Disease Classification","created":"2022-04-12","cited_by_count":28,"area":null},{"id":"2204.13349","title":"Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor","created":"2022-04-28","cited_by_count":27,"area":null},{"id":"2308.13324","title":"ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis","created":"2023-08-25","cited_by_count":25,"area":null},{"id":"2312.17004","title":"Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects","created":"2023-12-28","cited_by_count":22,"area":null},{"id":"2308.14100","title":"Rethinking Exemplars for Continual Semantic Segmentation in Endoscopy Scenes: Entropy-based Mini-Batch Pseudo-Replay","created":"2023-08-27","cited_by_count":20,"area":null},{"id":"2211.04862","title":"Domain-incremental Cardiac Image Segmentation with Style-oriented Replay and Domain-sensitive Feature Whitening","created":"2022-11-09","cited_by_count":16,"area":null},{"id":"2107.08751","title":"Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation","created":"2021-07-19","cited_by_count":14,"area":null},{"id":"2204.08043","title":"Continual Hippocampus Segmentation with Transformers","created":"2022-04-17","cited_by_count":11,"area":null},{"id":"2405.13482","title":"Continual Learning in Medical Imaging: A Survey and Practical Analysis","created":"2024-05-22","cited_by_count":9,"area":null},{"id":"2305.04106","title":"On the Usage of Continual Learning for Out-of-Distribution Generalization in Pre-trained Language Models of Code","created":"2023-05-06","cited_by_count":7,"area":null},{"id":"2208.03609","title":"Continual Learning for Tumor Classification in Histopathology Images","created":"2022-08-07","cited_by_count":6,"area":null},{"id":"2303.10181","title":"Operating critical machine learning models in resource constrained regimes","created":"2023-03-17","cited_by_count":6,"area":null},{"id":"2112.11944","title":"Continual learning of longitudinal health records","created":"2021-12-22","cited_by_count":5,"area":null},{"id":"2110.06866","title":"Bayesian logistic regression for online recalibration and revision of risk prediction models with performance guarantees","created":"2021-10-13","cited_by_count":3,"area":null},{"id":"2210.15091","title":"Segmentation of Multiple Sclerosis Lesions across Hospitals: Learn Continually or Train from Scratch?","created":"2022-10-27","cited_by_count":3,"area":null},{"id":"2409.10394","title":"MOST: MR reconstruction Optimization for multiple downStream Tasks via continual learning","created":"2024-09-16","cited_by_count":3,"area":null},{"id":"2109.14729","title":"Targeted Gradient Descent: A Novel Method for Convolutional Neural Networks Fine-tuning and Online-learning","created":"2021-09-29","cited_by_count":2,"area":null},{"id":"2209.10425","title":"Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis","created":"2022-09-21","cited_by_count":1,"area":null},{"id":"2312.05100","title":"Continual learning for surface defect segmentation by subnetwork creation and selection","created":"2023-12-08","cited_by_count":1,"area":null},{"id":"2312.06072","title":"A dynamic interactive learning framework for automated 3D medical image segmentation","created":"2023-12-11","cited_by_count":1,"area":null},{"id":"2410.06892","title":"Selecting the Best Sequential Transfer Path for Medical Image Segmentation with Limited Labeled Data","created":"2024-10-09","cited_by_count":0,"area":null},{"id":"2507.03638","title":"Dual-Alignment Knowledge Retention for Continual Medical Image Segmentation","created":"2025-07-04","cited_by_count":0,"area":null},{"id":"2605.19201","title":"On-Device Continual Learning with Dual-Stage Buffer and Dynamic Loss for Point-of-Care Pneumonia Diagnosis","created":"2026-05-19","cited_by_count":0,"area":null}],"next_cursor":null}