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Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs

Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs

Deep learning has achieved a remarkable performance breakthrough in several fields, most notably in speech recognition, natural language processing, and computer vision. In particular, convolutional neural network (CNN) architectures currently produce state-of-the-art performance on a variety of image analysis tasks such as object detection and recognition. Most of deep learning …