IEEE

Few-shot Incremental Event Detection Based on Auxiliary Cluster and Feature Transfer

Abstract: Few-shot incremental event detection refers to continuously learning new event types from the class-incremental data stream when the number of samples is limited. However, as the model ...
IEEE

Few-Shot SAR Target Recognition via Causal Inference and Deep Metric Learning

Abstract: Deep learning, with large-scale annotated datasets, has demonstrated remarkable success in synthetic aperture radar automatic target recognition (SAR-ATR). However, the collecting of SAR ...