3 accepted papers
Continual Structured Knowledge Reasoning (CSKR) focuses on training models to handle sequential tasks, where each task involves translating natural language questions into structured queries grounded in structured knowledge. Existing general continual learning approaches face significant challenges…
This paper presents a mixed far-field (FF) and near-field (NF) source localization method based on Newtonalized orthogonal matching pursuit (NOMP). First, the orthogonal matching pursuit (OMP) algorithm is used to coarsely estimate the angles and ranges of the mixed sources, then Newton refinement i…
In this paper, we present a mixed far-field (FF) and near-field (NF) source localization algorithm based on low-rank matrix reconstruction (LRMR). At first, the signal covariance matrix is recovered by solving an optimization problem to obtain the signal component and suppress the noise component vi…