CAREC: Continual Wireless Action Recognition with Expansion–Compression Coordination

CAREC: Continual Wireless Action Recognition with Expansion–Compression Coordination

In real-world applications, user demands for new functionalities and activities constantly evolve, requiring action recognition systems to incrementally incorporate new action classes without retraining from scratch. This class-incremental learning (CIL) paradigm is essential for enabling adaptive a...

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Bibliographic Details
Main Authors: Tingting Zhang, Qunhang Fu, Han Ding, Ge Wang, Fei Wang
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Sensors
Subjects:
wireless sensing
human action recognition
incremental learning
continual learning
Online Access:https://www.mdpi.com/1424-8220/25/15/4706
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