A Cross-Modal Consistency Constraint-Based Method for Adversarial Attack Detection and Robust Representation Learning in Embodied Perception
Non-visual multimodal embodied perception relies on heterogeneous sensory streams such as inertial signals, physiological measurements, body-worn sensors, ambient sensors, and structured temporal data. Although these modalities provide complementary information for embodied intelligence systems, they also introduce new...