2 papers
cs.HC2026
UF-AMA: A unified framework for cross-domain emotion recognition via adaptive multimodal alignment
Zheng Wang, Shuo Wang, Junhong Wang
In recent years, emotion recognition based on physiological signals such as electroencephalogram (EEG) has gained considerable attention, as internal physiological data offer great…
cs.CV2026
Non-Parametric Probabilistic Robustness: A Conservative Risk Estimator under Unknown Perturbation Distributions
Zheng Wang, Yi Zhang, Siddartha Khastgir +2
Deep learning (DL) models, despite their remarkable success, remain vulnerable to small input perturbations that can cause erroneous outputs, motivating the recent proposal of prob…