Abstract: The inner product between two activation vectors is crucial for implementing neural networks with the attention mechanism. In this work, we propose and experimentally validate a novel inner ...

Attention is a cognitive process in which a person or animal concentrates on one thing in particular. To attend to something is to focus, heed or take notice of that thing irrespective of what else is ...

Remarkable effectiveness of the channel or spatial attention mechanisms for producing more discernible feature representation are illustrated in various computer vision tasks. However, modeling the ...