Feature-aware deep learning paper forthcoming at IEEE FMLDS 2025
Paper on feature-aware maritime intent recognition accepted for the IEEE International Conference on Future Machine Learning and Data Science.
Jan 15, 2025
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
Breast Cancer Detection via Multimodal Fusion with GCN
Graph Convolutional Neural Networks with Mask-RCNN backend for bilateral and ipsilateral mammogram fusion, malignancy detection, and semantic segmentation.
Jan 1, 2022