CSAM(Channels and Spatial Attention Module)是一种结合了通道注意力(Channel Attention)和空间注意力(Spatial Attention)的模块,用于提升计算机视觉任务的性能。 CSAM模块概述: 通道注意力(Channel Attention):关注于图像特征图中不同通道之间的相关性。通过为每个通道赋予不同的权重,强调或抑制这些通道上的特征,从而提升...
Cheng, X., Yu, J.: Retinanet with difference channel attention and adaptively spatial feature fusion for steel surface defect detection. IEEE Trans. Instrum. Meas. 70, 1–11 (2021) Google Scholar Schroff, F., Kalenichenko, D., Philbin, J.: Facenet: A unified embedding for face recogniti...
2. Elucidation of how these effector proteins function in host cells is critical for understanding infectious diseases in animals and plants3,4,5. The widely conserved AvrE-family effectors, including DspE inErwinia amylovoraand AvrE inPseudomonas syringae, have ...
muscle cells and epithelia where they underlie physiologically important K+currents, such as neuronal M current and cardiac IKs. Specific biophysical properties of Kv7 channels make them particularly well placed to control the activity of excitable cells. Indeed, these channels often work as...
class SPP(nn.Module): # Spatial Pyramid Pooling (SPP) layerhttps://arxiv.org/abs/1406.4729 definit(self, c1, c2, k=(5, 9, 13)): super().init() c_ = c1 // 2 # hidden channels self.cv1 = Conv(c1, c_, 1, 1) self.cv2 = Conv(c_ * (len(k) + 1), c2, 1, 1) ...
We present two new side channels for an untrusted OS which use timer interrupts and cache misses to achieve higher temporal and spatial resolution than the page-fault channel. We leverage the untrusted OS's control over hardware to reduce noise in the side channels to enable successful attacks ...
Another way to implement load balancing between devices would be by means of down-scaling the task requirements. For video decoding applications for example, this may translate into reducing the spatial or temporal resolution of the video stream. In another experimental setup, when the workload on...
Thus, apart from the cooling system, dimensions and thermal properties of fuel cell components such as the catalytic layer (CL) and gas diffusion layer (GDL); bipolar plate (BP) plays an important role in PEMFC thermal management, affecting temperature spatial distributions and the capacity of ...
20190206556 REAL-TIME ANALYSIS OF COMPREHENSIVE COST OF ALL INSTRUMENTATION USED IN SURGERY UTILIZING DATA FLUIDITY TO TRACK INSTRUMENTS THROUGH STOCKING AND IN-HOUSE PROCESSES 2019-07-04 Shelton, IV et al. 20190206551 SPATIAL AWARENESS OF SURGICAL HUBS IN OPERATING ROOMS 2019-07-04 Yates et al. ...
For this reason, we propose a 3D segmentation network based on hybrid convolution and differential channels. Specifically, we design a hybrid convolutional feature extraction (HCFE) module for processing 3D semantic information and spatial information independently, using different convolution kernels to ...