BioKD uses a reliability gate and progressive distillation so that noisy physiological signals improve a video-only emotion recognition model, beating baselines on DEAP and AMIGOS.
Deep facial expression recognition: A survey,
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BioKD: Selective Physiology-to-Video Knowledge Distillation via Reliability Gate for Emotion Recognition
BioKD uses a reliability gate and progressive distillation so that noisy physiological signals improve a video-only emotion recognition model, beating baselines on DEAP and AMIGOS.