Sparse Attention to Emotion: Efficient Facial Emotion Recognition via Token Reduction
It is hypothesized that the FER task does not necessarily require all facial information to correctly interpret emotional states, as specific regions such as the eyes, the mouth, and parts of the cheeks carry discriminative information that can be sufficient to recognize emotions.