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Neural mechanisms of object-based attention [PDF]
Journal of Vision, 2014 House or Face? The neural mechanisms of spatial attention are well known, unlike nonspatial attention. Baldauf and Desimone (p. 424 , published online 10 April) combined several technologies to identify a fronto-temporal network in humans that mediates nonspatial object-based ...
Baldauf, Daniel, Desimone, Robert
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Fine-Grained Attention Mechanism for Neural Machine Translation
, 2018 Neural machine translation (NMT) has been a new paradigm in machine translation, and the attention mechanism has become the dominant approach with the state-of-the-art records in many language pairs.
Bengio, Yoshua +2 more
core +1 more source
RoBERTa-CoA: RoBERTa-Based Effective Finetuning Method Using Co-Attention
IEEE Access, 2023 In the field of natural language processing, artificial intelligence (AI) technology has been utilized to solve various problems, such as text classification, similarity measurement, chatbots, machine translation, and machine reading comprehension ...
Jeong-Hoon Kim +5 more
doaj +1 more source
Underwater Object Detection Algorithm Based on Adding Channel and Spatial Fusion Attention Mechanism
Journal of Marine Science and Engineering, 2023 Underwater target detection is the foundation and guarantee for the autonomous operation of underwater vehicles and is one of the key technologies in marine exploration. Due to the complex and special underwater environment, the detection effect is poor,
Xingyao Wang +3 more
doaj +1 more source
Satirical News Detection and Analysis using Attention Mechanism and Linguistic Features
, 2017 Satirical news is considered to be entertainment, but it is potentially deceptive and harmful. Despite the embedded genre in the article, not everyone can recognize the satirical cues and therefore believe the news as true news. We observe that satirical
Dragut, Eduard +2 more
core +1 more source
Intelligent Virtual Security System using Attention Mechanism
EAI Endorsed Transactions on Scalable Information Systems, 2018 Within the past few years, organizational security has emerged as a critical challenge for industries, security agencies, academic institutions and organizations.
Wasim Ahmad Khan +6 more
doaj +1 more source
Link Prediction with Mutual Attention for Text-Attributed Networks
, 2019 In this extended abstract, we present an algorithm that learns a similarity measure between documents from the network topology of a structured corpus.
Brochier, Robin +2 more
core +3 more sources
Sickle Cell Disease Is an Inherent Risk for Asthma in a Sibling Comparison Study
Pediatric Blood &Cancer, EarlyView.ABSTRACT Introduction Sickle cell disease (SCD) and asthma share a complex relationship. Although estimates vary, asthma prevalence in children with SCD is believed to be comparable to or higher than the general population. Determining whether SCD confers an increased risk for asthma remains challenging due to overlapping symptoms and the ...
Suhei C. Zuleta De Bernardis +9 more
wiley +1 more source
A dual attention mechanism semantic segmentation method for autonomous driving
Xi'an Gongcheng Daxue xuebao, 2023 The paper introduces a refined dual attention mechanism designed to mitigate attention deficiency challenges encountered during the segmentation of diminutive objects within the domain of autonomous driving.
WANG Yannian +3 more
doaj +1 more source
External noise distinguishes attention mechanisms
Vision Research, 1998 We developed and tested a powerful method for identifying and characterizing the effect of attention on performance in visual tasks as due to signal enhancement, distractor exclusion, or internal noise suppression. Based on a noisy Perceptual Template Model (PTM) of a human observer, the method adds increasing amounts of external noise (white gaussian ...
Lu, Zhong-Lin, Dosher, Barbara Anne
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