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Improving operational reliability in hydropower units using incremental learning-based monitoring

• Authors : Lang, Xiao, 1992; Nilsson, Håkan, 1971; Mao, Wengang, 1980

Subjects: renewable energy system; data-driven modeling; hydropower operation

• Source: Renewable Energy. 256

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Augmented geometry assurance digital twin with physics-based incremental learning

• Authors : Sadeghi Tabar, Roham, 1989; Söderberg, Rikard, 1963; Ceglarek, Dariusz

Subjects: digital twin; quality assurance; Tolerancing

• Source: Digital synkronisering av geometridata för effektiva värdekedjor (DigiSync) CIRP Annals - Manufacturing Technology. 74(1):151-155

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Uncertainty aware domain incremental learning for cross domain depression detection

• Authors : Lifelo, Zita; Ding, Jianguo, 1968; Ning, Huansheng

Subjects: Major depressive disorder; Data-free domain alignment; Incremental learning

• Source: Scientific Reports. 15(1)

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HyCal: A Training-Free Prototype Calibration Method for Cross-Discipline Few-Shot Class-Incremental Learning

• Authors : Lee, Eunju; Kim, MiHyeon; Kwon, JuneHyoung

Subjects: Computer Vision and Pattern Recognition

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LDEPrompt: Layer-importance guided Dual Expandable Prompt Pool for Pre-trained Model-based Class-Incremental Learning

• Authors : Li, Linjie; Wu, Zhenyu; Xiao, Huiyu

Subjects: Computer Vision and Pattern Recognition

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SPARK-IL: Spectral Retrieval-Augmented RAG for Knowledge-driven Deepfake Detection via Incremental Learning

• Authors : Eutamene, Hessen Bougueffa; Sellam, Abdellah Zakaria; Taleb-Ahmed, Abdelmalik

Subjects: Computer Vision and Pattern Recognition

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Towards Realistic Class-Incremental Learning with Free-Flow Increments

• Authors : Xu, Zhiming; Xu, Baile; Zhao, Jian

Subjects: Machine Learning

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MLFCIL: A Multi-Level Forgetting Mitigation Framework for Federated Class-Incremental Learning in LEO Satellites

• Authors : Zhang, Heng; Deng, Xiaohong; Duan, Sijing

Subjects: Networking and Internet Architecture; Machine Learning

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MI$^2$DAS: A Multi-Layer Intrusion Detection Framework with Incremental Learning for Securing Industrial IoT Networks

• Authors : Lian, Wei; Guerra-Manzanares, Alejandro

Subjects: Cryptography and Security; Artificial Intelligence; Machine Learning

• Source: Proceedings of the 12th International Conference on Information Systems Security and Privacy - Volume 1, ISBN 978-989-758-800-6, ISSN 2184-4356, pages 632-643, 2026

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SPLIT: Sparse Incremental Learning of Error Dynamics for Control-Oriented Modeling in Autonomous Vehicles

• Authors : Li, Yaoyu; Huang, Chaosheng; Li, Jun

Subjects: Robotics; Systems and Control

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