Context-attentionThe encoder-decoder CNN architecture has greatly improved CT medical image segmentation, but it encounters a bottleneck due to the loss of details in the encoding process, which limits the accuracy improvement. To address this problem, we propose a multi-scale context-attention ...
To address this problem, we propose a multi-scale context-attention network (MC-Net). The key idea is to explore the useful information across multiple scales and the context for the segmentation of objects of medical interest. Through the introduction of multi-scale and context-attention modules...
Context-attentionApplied Intelligence - Convolutional neural networks (CNNs) have been a prevailing technique in the field of medical CT image processing. Although encoder-decoder CNNs exploit locality for...doi:10.1007/s10489-021-03010-0Ma, Mingjun...
File "/yinxr/workhome/zzhong/qinyu/vllm/vllm/model_executor/layers/attention.py", line 13, in from vllm.model_executor.layers.triton_kernel.prefix_prefill import ( ImportError: cannot import name 'context_attention_fwd' from 'vllm.model_executor.layers.triton_kernel.prefix_prefill' Contribu...
【多区域 Attention - 细粒度视觉分类】Context-aware Attentional Pooling for Fine-grained Visual Classification 开始读 CV 其他领域文章啦～ 主要思路和创新点 细粒度分类需要更细致的分析图像的各个部位特征,本文涉及了一个空间区域感知注意力池(CAP: Context-aware Attentional Pooling)帮助模型更好的学习物体各部位...
Attention in early visual processing engages the higher order, context dependent properties of neurons. Even at the earliest stages of visual cortical processing neurons play a role in intermediate level vision — contour integration and surface segmentation. The contextual influences mediating this process...
Multi-Context Attention for Human Pose Estimation abstract 在本文中,我们提出将卷积神经网络与多上下文注意机制结合到一个端到端人体姿态估计框架中。我们采用堆叠的hourglass网络,以不同语义的多分辨率特征生成注意力maps。利用条件随机场(CRF)模型对注意图中相邻区域之间的相关性进行建模。我们进一步将注重整个人体全局...
Here, we discuss the nature and mechanisms of these oscillations, paying particular attention to a potential role for astrocytes in their genesis. We also... SW Hughes,ML Lorincz,HR Parri,... - 《Progress in Brain Research》 被引量: 76发表: 2011年 A Gang of Bandits Multi-armed bandit ...
Overt Attention and Context Factors: The Impact of Repeated Presentations, Image Type, and Individual Motivation (2011a). Overt attention and context factors: the impact of repeated presentations, image type, and individual motivation . PLoS ONE 6 :e21719 10.1371/... K Kai,K Peter,JZ Tsien -...
3.4. FA-SSD: Combining feature fusion and attention in SSDFA-SSD中我们将2阶残差注意力改为1阶残差注意力,但文章并没说1阶残差注意力到底是啥玩意。1阶注意力放在conv4和conv7后,并且与conv7和conv8,conv8和conv9融合。也就是说将conv4与conv7都选为target layer。而FSSD中只将conv4作为target layer。