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- Chinese Academy of SciencesCN75 papers
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4 papers · 2 filters
LDConv: Linear deformable convolution for improving convolutional neural networks
Xin Zhang, Yingze Song, Tingting Song +4
Neural networks based on convolutional operations have achieved remarkable results in the field of deep learning, but there are two inherent flaws in standard convolutional operati…
CCSPNet-Joint: Efficient Joint Training Method for Traffic Sign Detection Under Extreme Conditions
Haoqin Hong, Yue Zhou, Xiangyu Shu +1
Traffic sign detection is an important research direction in intelligent driving. Unfortunately, existing methods often overlook extreme conditions such as fog, rain, and motion bl…
Deep Double Self-Expressive Subspace Clustering
Ling Zhao, Yunpeng Ma, Shanxiong Chen +1
Deep subspace clustering based on auto-encoder has received wide attention. However, most subspace clustering based on auto-encoder does not utilize the structural information in t…
RFAConv: Receptive-Field Attention Convolution for Improving Convolutional Neural Networks
Xin Zhang, Chen Liu, Degang Yang +4
In the realm of deep learning, spatial attention mechanisms have emerged as a vital method for enhancing the performance of convolutional neural networks. However, these mechanisms…