2 papers
cs.LG2026
Understanding Generalization through Decision Pattern Shift
Huiqi Deng, Yibo Li, Quanshi Zhang +3
Understanding why deep neural networks (DNNs) fail to generalize to unseen samples remains a long-standing challenge. Existing studies mainly examine changes in externally observab…
cs.CV2026
Cross-domain EEG-based Emotion Recognition with Contrastive Learning
Rui Yan, Yibo Li, Han Ding +1
Electroencephalogram (EEG)-based emotion recognition is vital for affective computing but faces challenges in feature utilization and cross-domain generalization. This work introdu…