Feature-aware Deep Learning for Maritime Intent Recognition
Forthcoming FMLDS 2025 paper on feature-aware deep learning for maritime intent recognition.
Jan 1, 2025
Generative Sequence Modeling for Maritime Behaviors
Multi-task generative models (CVAE, TimeGAN, ACGAN, LSTM-GAN) for forecasting vessel motion and reconstructing sparse maritime sensor data.
Jan 1, 2024
Intent Recognition for Maritime Autonomy
Deep and probabilistic intent classifiers (HMMs, LSTMs, Transformers) for early vessel behavior prediction in adversarial maritime scenarios.
Jun 1, 2022