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cs.LG2026
CogAdapt: Adapting Clinical ECG Foundation Models for Wearable Cognitive Load Assessment
Amir Mousavi, Erfan Nourbakhsh, Mohammad Sadegh Sirjani +5
Assessing cognitive load continuously and at low latency would help adaptive human-computer interaction, but it remains hard because labeled data are scarce and models generalize p…
cs.LG2026
MambaGaze: Bidirectional Mamba with Explicit Missing Data Modeling for Cognitive Load Assessment from Eye-Gaze Tracking Data
Amir Mousavi, Mohammad Sadegh Sirjani, Erfan Nourbakhsh +5
Real-time cognitive load assessment from eye-tracking signals could enable adaptive human-centered AI in safety-critical applications such as driver vigilance monitoring or automat…