Finally, our attention module is embedded into a single-image GAN model. We conduct experiments on three benchmark datasets (the Places, LSUN, and mini-ImageNet) to validate its potency. Our approach surpasses state-of-the-art baselines, including SinGAN, ConSinGAN, and CCASinGAN, in ...
Introduction of the Low-Complexity EAMod: The external attention module significantly reduces computational complexity while maintaining high accuracy, providing effective support for real-time fault diagnosis. The structure of this paper is as follows: “Primary methodology” section details the proposed ...
Efficient Channel Attention RES-U-NET: Deep Residual UNET U-shaped -encode and decode network VGG-16UNET: Visual Geometry Group 16 DENSENET: Densely Connected Convolutional Networks ISIC: International Skin Imaging Collaboration ReLU: Rectified Linear Unit 2D: 2-Dimensional 3D: 3-Dimensional...
MODIG applies a GAT block for within-dimension interactions to get the dimension-specific gene representations and a joint learning module to adapta-tively learn the importance of different dimensional representa-tions and fuse them by an attention mechanism for downstream cancer driver gene prediction...
Visual analysis via Grad-CAM demonstrates that benefiting from EEG signals and Selective Kernel Module, our proposed SK-MMFMNet adjusts the network attention to exactly focus on the multi-scale target area, and thus achieves the best performance. Meanwhile, T-SNE visualization also proves the ...
by CBS. Eight psychometric tests were used to examine the participants’ memory (spatial short-term memory, visual spatial working memory, and episodic memory); reasoning ability (mental rotation, visuospatial processing, and deductive reasoning); and concentration (response inhibition and attention). ...
An attention-based activity recognition for egocentric video Proceedings of the IEEE Computer Vision and Pattern Recognition Workshops (CVPRW), Columbus, USA (2014), pp. 565-570 View in ScopusGoogle Scholar [18] S. Sundaram, W.W.M. Cuevas High level activity recognition using low resolution wea...
aincluding writers who began to attract attention only around 1985 包括开始受到注意仅大约1985年的作家[translate] acommendatory 值得推荐[translate] afünfhundertzwanzig fünfhundertzwanzig[translate] aBorn on January 21, 1955, retirement is 2694.60 yuan a month. 在1955年1月21日,退休被负担2694.60元每月...
These methods have been paid attention by many scholars. Zhang et al.3 used variable density method to conduct Finite Element Analysis and topology optimization design for a new energy bus seat bracket. They compared and verified the scaffolds before and after optimization, and found that the ...
aPosture is a key indicator of the intensity of some emotional states. For example, a drooping posture is associated with sadness or a tense posture associated with posture is studied with other nonverbal signals in order to determine the degree of attention, degree of states relative to the ...