This special session focuses on the intersection of deep learning techniques and maritime applications, addressing both theoretical advances and practical deployments. Topics of interest include but are not limited to:
Deep learning techniques for vessel detection and classification in satellite and drone imagery
Anomaly detection in maritime traffic using spatiotemporal data
Autonomous navigation and path planning for vessels using reinforcement learning and imitation learning techniques
Sensor fusion and multimodal learning techniques for maritime environments
Handling imbalanced, limited, and noisy maritime datasets
Explainable AI (XAI) and trustworthy deep learning techniques in safety-critical maritime systems
Domain adaptation and generalization for maritime environments
Real-time deep learning solutions for maritime surveillance