Active Convolution: Learning the Shape of Convolution for Image Classification
Active Convolution: Learning the Shape of Convolution for Image Classification
In recent years, deep learning has achieved great success in many computer vision applications. Convolutional neural networks (CNNs) have lately emerged as a major approach to image classification. Most research on CNNs thus far has focused on developing architectures such as the Inception and residual networks. The convolution layer is …