78 citations · 231 across the 9 of their papers we have counts for
4 papers · 1 filter
Guiding the underwater acoustic target recognition with interpretable contrastive learning
Yuan Xie, Jiawei Ren, Ji Xu
Recognizing underwater targets from acoustic signals is a challenging task owing to the intricate ocean environments and variable underwater channels. While deep learning-based sys…
Unraveling Complex Data Diversity in Underwater Acoustic Target Recognition through Convolution-based Mixture of Experts
Yuan Xie, Jiawei Ren, Ji Xu
Underwater acoustic target recognition is a difficult task owing to the intricate nature of underwater acoustic signals. The complex underwater environments, unpredictable transmis…
Underwater Acoustic Target Recognition based on Smoothness-inducing Regularization and Spectrogram-based Data Augmentation
Ji Xu, Yuan Xie, Wenchao Wang
Underwater acoustic target recognition is a challenging task owing to the intricate underwater environments and limited data availability. Insufficient data can hinder the ability…
Underwater-Art: Expanding Information Perspectives With Text Templates For Underwater Acoustic Target Recognition
Yuan Xie, Jiawei Ren, Ji Xu
Underwater acoustic target recognition is an intractable task due to the complex acoustic source characteristics and sound propagation patterns. Limited by insufficient data and na…