Ye-Sung Jung

Evidential Multimodal Transformers With Dempster-Shafer Fusion for Emotion Recognition

Softmax-based multimodal emotion recognition methods often assign high confidence even when sensor data are corrupted or contradictory, for example when facial expressions suggest positive valence while vocal prosody indicates negative arousal. We present an Evidential Multimodal Transformer with Dempster-Shafer Fusion...