Accurate and Efficient Salient Object Detection Via Position Prior Attentiondoi:10.2139/ssrn.4081836Deep learningSalient object detectionPosition priorFeature fusionThe excessive pursuit of accuracy has resulted in complex and huge structures of most existing salient object detection (SOD) models, and the ...
Position information in Computer Science refers to the method of encoding the position of tokens in a sequence, such as in self-attention mechanisms, to capture the order information. It can be achieved through techniques like position encoding or learned position embedding to enhance the performance...
The impact of COVID-19 on developing countries deserves great attention from the international community. There must be joint actions to help countries in need pool resources to tackle COVID-19, stabilize the economy, and realize the SDGs as planned. China is working with other G20 members to...
Herbert H. ClarkHiram Brownell Attention Perception & Psychophysics Jul 197638被引用 0笔记PDF 引用 收藏 共1个版本 开学季特惠,9月3日-11月30日,专业版用户每周AI豆3倍膨胀,快来领取吧!摘要原文 Subjects were shown an arrow inside a rectangle and were asked to decide on either its vertical ...
本篇文章是基于 Self-Attention with Relative Position Representations(https://arxiv.org/pdf/1803.02155.pdf),它提出了一种对Transformer的输入序列中的位置编码的替代方法。它改变了Transformer的自注意力机制,从而可以考虑序列元素之间的相对位置。
ViTs are good at extracting global features with attention mechanisms while ConvNets are more efficient in modeling local relationships due to their strong inductive bias. A natural idea that arises is to combine the strengths of both ConvNets and ViTs to design new structures. In this paper, ...
Attention is all you need. Advances in neural information processing systems, 30, 2017. 2 [66] Longguang Wang, Yingqian Wang, Zaiping Lin, Jungang Yang, Wei An, and Yulan Guo. Learning a single net- work for scale-arbitrary super-resolution. In Pro...
Indoor positioning has attracted a lot of attention in the literature. Positioning systems using the existing wireless network have low deployment cost but the position error can be up to several meters. Some proposed systems have low position error; however, they require extra hardware, thereby res...
of the reduced surface that is briefly defined here and from which the solvent-accessible and solvent-excluded surfaces are computed. The four algorithms composing MSMS are described and their complexity is analyzed. Special attention is given to the handling of self-intersecting parts of the ...
of touching the tool against a location on the patch as a user interface input is particularly advantageous in the context of the present invention since it avoids the need for the system operator to touch any non-sterile computer equipment or distract his or her attention from the vicinity in...