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cs.CV2022
Image Keypoint Matching using Graph Neural Networks
Nancy Xu, Giannis Nikolentzos, Michalis Vazirgiannis +1
Image matching is a key component of many tasks in computer vision and its main objective is to find correspondences between features extracted from different natural images. When…
cs.CV2017
Graph Classification with 2D Convolutional Neural Networks
Antoine Jean-Pierre Tixier, Giannis Nikolentzos, Polykarpos Meladianos +1
Graph learning is currently dominated by graph kernels, which, while powerful, suffer some significant limitations. Convolutional Neural Networks (CNNs) offer a very appealing alte…