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Quad-Networks: Unsupervised Learning to Rank for Interest Point Detection

Quad-Networks: Unsupervised Learning to Rank for Interest Point Detection

Several machine learning tasks require to represent the data using only a sparse set of interest points. An ideal detector is able to find the corresponding interest points even if the data undergo a transformation typical for a given domain. Since the task is of high practical interest in computer …