3 papers
cs.CY2026
The Ethics of Artificial Intelligence in Military Operations
Nicolas Drapier, Florian Mauberger, Aladine Chetouani +1
Deep learning systems now mediate military decisions to use force, yet their internal logic resists inspection, their evaluation practices are gameable, and their deployment fractu…
cs.CV2025
Combining Transformers and CNNs for Efficient Object Detection in High-Resolution Satellite Imagery
Nicolas Drapier, Aladine Chetouani, Aurélien Chateigner
We present GLOD, a transformer-first architecture for object detection in high-resolution satellite imagery. GLOD replaces CNN backbones with a Swin Transformer for end-to-end feat…
cs.LG2024
Enhancing Maritime Trajectory Forecasting via H3 Index and Causal Language Modelling (CLM)
Nicolas Drapier, Aladine Chetouani, Aurélien Chateigner
The prediction of ship trajectories is a growing field of study in artificial intelligence. Traditional methods rely on the use of LSTM, GRU networks, and even Transformer architec…