Single-stage Emotion Recognition with Decoupled Subject-Context Transformer for Simultaneous Localization and Classification

A single-stage framework with Decoupled Subject-Context Transformer (DSCT) for simultaneous subject localization and emotion classification, outperforming two-stage alternatives with fewer parameters.