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 ...

XAttention is a plug-and-play sparse attention framework for Transformers that speeds up long-context inference by up to 13.5× — without sacrificing accuracy. It introduces a lightweight metric based ...

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 ...

Humans can naturally and effectively find salient regions in complex scenes. Motivated by this observation, attention mechanisms were introduced into computer vision with the aim of imitating this ...

ADHD symptoms often start in childhood and can affect success at school, work, and home. Treatment can improve the lives of children and adults with ADHD. Symptoms of ...

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