Advancing Robust Underwater Acoustic Target Recognition through ...

Abstract page for arXiv paper 2411.02787: Advancing Robust Underwater Acoustic Target Recognition through Multi-task Learning and Multi-Gate ...

Advancing robust underwater acoustic target recognition through ...

Advancing robust underwater acoustic target recognition through multitask learning and multi-gate mixture of experts ... Underwater acoustic ...

Underwater acoustic target recognition is a crucial component of marine acoustics Rajagopal et al. (1990) . Its purpose is to automatically ...

Advancing robust underwater acoustic target recognition through ...

Advancing robust underwater acoustic target recognition through multitask learning and multi-gate mixture of experts. Yuan Xie,1,2. Jiawei Ren ...

Advancing robust underwater acoustic target recognition through ...

Article on Advancing robust underwater acoustic target recognition through multitask learning and multi-gate mixture of experts., published in The Journal ...

Advancing robust underwater acoustic target recognition ... - OUCI

The auxiliary task then shares parameters with the recognition task to realize multitask learning. This paradigm allows the model to concentrate on shared ...

Advancing Robust Underwater Acoustic Target Recognition through ...

Underwater acoustic target recognition has emerged as a prominent research area within the field of underwater acoustics.

Advancing robust underwater acoustic target recognition through ...

The auxiliary task then shares parameters with the recognition task to realize multitask learning. This paradigm allows the model to concentrate on shared ...

Unraveling complex data diversity in underwater acoustic target ...

Advancing robust underwater acoustic target recognition through multitask learning and multi-gate mixture of experts. 2024, Journal of the Acoustical Society ...

[PDF] A Robust Feature Extraction Method for Underwater Acoustic ...

Advancing robust underwater acoustic target recognition through multitask learning and multi-gate mixture of experts. · Engineering, Environmental Science. The ...

Jiawei Ren - CatalyzeX

Via arxiv icon. Access Paper or Ask Questions · Advancing Robust Underwater Acoustic Target Recognition through Multi-task Learning and Multi-Gate Mixture-of- ...

‪Yuan Xie‬ - ‪Google 学术搜索‬

Advancing robust underwater acoustic target recognition through multitask learning and multi-gate mixture of experts. Y Xie, J Ren, J Li, J Xu. The Journal of ...

Advancing underwater acoustic target recognition via adaptive data ...

Request PDF | Advancing underwater acoustic target recognition via adaptive data pruning and smoothness-inducing regularization | Underwater acoustic ...

Underwater acoustic target recognition based on smoothness ...

First, inspired by local shift sensitivity from robust statistics (Huber, 2011), we propose smoothness-inducing regularization as an effective ...

[PDF] Advances and applications of machine learning in underwater ...

Advancing robust underwater acoustic target recognition through multitask learning and multi-gate mixture of experts. · Engineering, Environmental Science.

SFC-Sup: Robust Two-Stage Underwater Acoustic Target ...

This article presents an underwater acoustic target recognition method to reduce recognition errors in continuous recordings caused by ...

Adversarial multi-task underwater acoustic target recognition

Advancing Robust Underwater Acoustic Target Recognition through Multi-task Learning and Multi-Gate Mixture-of-Experts. Yuan Xie, Jiawei Ren ...

Artificial Intelligence-Based Underwater Acoustic Target Recognition

On the other hand, with the advancement of ship-radiated noise reduction, the increasing trend towards low-frequency characteristics further degrades the ...

Adversarial multi-task underwater acoustic target recognition ...

Furthermore, we integrate an adversarial learning mechanism into the multi-task framework to prompt the model to extract representations that are robust against ...

A Robust Feature Extraction Method for Underwater Acoustic Target ...

Target classification and recognition have always been complex problems in underwater acoustic signal processing because of noise interference and feature ...