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Tengxiang Zhang

2 accepted papers

2024

Unsupervised Human Activity Recognition Via Large Language Models and Iterative Evolution

ICASSP 2024accepted

Human activity recognition (HAR) is crucial for health monitoring and disease diagnosis in Internet-of-Things environments. However, existing HAR approaches either suffer from poor accuracy or achieve high accuracy at the expense of costly manual annotations. To overcome the challenge above, we prop…

Cited by 0SourceScholar
2023

Modaldrop: Modality-Aware Regularization for Temporal-Spectral Fusion in Human Activity Recognition

ICASSP 2023accepted

Although most of existing works for sensor-based Human Activity Recognition rely on the temporal view, we argue that the spectral view also provides complementary prior and accordingly benchmark a standard multi-view framework with extensive experiments to demonstrate its consistent superiority over…

Cited by 0SourceScholar