NeuroGaze-Distill: Brain-informed Distillation and Depression-Inspired Geometric Priors for Robust Facial Emotion Recognition
NeuroGaze-Distill：基于脑科学的蒸馏与抑郁启发的几何先验用于鲁棒面部情绪识别
机构 * School of Information and Intelligent Science（信息与智能科学学院） ； Department of Computer（计算机系） ； North China Electric Power University (BaoDing)（华北电力大学（保定））
AI总结 NeuroGaze-Distill通过脑科学先验和抑郁启发的几何先验提升面部情绪识别的鲁棒性，采用跨模态蒸馏框架实现无需生物信号的部署。
Comments Preprint. Vision-only deployment; EEG used to form static prototypes. Includes appendix, 7 figures and 3 tables. Considering submission to ICLR 2026. Revision note: This version corrects inaccuracies in the authors' institutional affiliations. No technical content has been modified
