3 papers
cs.OH2026
Bidirectional Temporal Dynamics Modeling for EEG-based Driving Fatigue Recognition
Yip Tin Po, Jianming Wang, Yutao Miao +5
Driving fatigue is a major contributor to traffic accidents and poses a serious threat to road safety. Electroencephalography (EEG) provides a direct measurement of neural activity…
cs.LG2024
Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense
Rui Min, Zeyu Qin, Nevin L. Zhang +2
Backdoor attacks pose a significant threat to Deep Neural Networks (DNNs) as they allow attackers to manipulate model predictions with backdoor triggers. To address these security…
cs.LG2024
Breaking the mold: The challenge of large scale MARL specialization
Stefan Juang, Hugh Cao, Arielle Zhou +3
In multi-agent learning, the predominant approach focuses on generalization, often neglecting the optimization of individual agents. This emphasis on generalization limits the abil…