Artur Terziian

Recurrent Neural Networks Beyond Time: Learning from Multiple Ordered Projections

This work proposes the Independent Structural Expert Principle (ISEP), whereby projection-specific sequence models are trained independently before their learned representations are integrated through a dedicated fusion model, and presents Structural Evolution RNNs, which employ conventional RNNs as projection-specific...