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   Articles with "domain incremental" as a keyword



Continuous Gait-Based Identity Authentication via Multiactivity Domain Incremental Learning

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recommendations! Published in 2025 at "IEEE Sensors Journal"

DOI: 10.1109/jsen.2025.3613183

Abstract: Continuous gait-based authentication offers unobtrusive verification on wearables. Over time, such a system is gradually exposed to the full repertoire of user activities and must adapt accordingly. Domain-incremental learning (DIL) provides the flexibility and framework… read more here.

Keywords: domain incremental; authentication; identity; gait based ... See more keywords

An Adaptive Domain-Incremental Framework With Knowledge Replay and Domain Alignment for Specific Emitter Identification

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recommendations! Published in 2025 at "IEEE Transactions on Information Forensics and Security"

DOI: 10.1109/tifs.2025.3552034

Abstract: Specific Emitter Identification (SEI) is crucial for ensuring the security of physical layer communication. However, signal characteristics can be affected by various factors such as environmental and equipment variations. An effective SEI system must continuously… read more here.

Keywords: knowledge replay; domain incremental; replay; specific emitter ... See more keywords

Domain-Incremental Cardiac Image Segmentation With Style-Oriented Replay and Domain-Sensitive Feature Whitening

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recommendations! Published in 2022 at "IEEE Transactions on Medical Imaging"

DOI: 10.1109/tmi.2022.3211195

Abstract: Contemporary methods have shown promising results on cardiac image segmentation, but merely in static learning, i.e., optimizing the network once for all, ignoring potential needs for model updating. In real-world scenarios, new data continues to… read more here.

Keywords: style; image segmentation; feature; domain ... See more keywords

Cross-Domain Invariant Feature Absorption and Domain-Specific Feature Retention for Domain Incremental Chest X-Ray Classification

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recommendations! Published in 2025 at "IEEE Transactions on Medical Imaging"

DOI: 10.1109/tmi.2025.3525902

Abstract: Chest X-ray (CXR) images have been widely adopted in clinical care and pathological diagnosis in recent years. Some advanced methods on CXR classification task achieve impressive performance by training the model statically. However, in the… read more here.

Keywords: domain incremental; domain specific; cross domain; domain invariant ... See more keywords