If you are diving into G-Dragon’s discography, "Way" is often the hidden gem that hits the hardest. While the album made headlines for the title track "Heartbreaker" and the smash hit "A Boy," "Way" remains a fan favorite for its raw emotion and lyrical depth.
Accurate estimation of vessel destinations is critical for maritime safety and logistics. This paper presents an analysis of the framework, a multi-headed attention-based architecture designed for processing Automatic Identification System (AIS) trajectory data. We explore the integration of Gradient Dropout (GD) , a task-specialized learning technique that addresses biased feedback in many-to-many training. Experimental evidence suggests that the "Way - GD" approach outperforms traditional grid-based spatial models by maintaining robust performance across various trajectory progression steps. 1. Introduction Way - GD