Abstract: The classification and recognition of underwater target signal are based on the samples. In the practical field, the amount of available training samples is limited. In this paper, based on ...

Abstract: Transient signals produced by radar systems operating under complex conditions inherently encapsulate both target dynamic features and indicators of equipment anomalies, making accurate ...

According to DeepLearning.AI, researchers have introduced Sample-Efficient Modality Integration (SEMI), a framework that enables any pretrained encoder—covering images, audio, video, sensors, and ...