Transform invariant auto-encoder

Abstract

The auto-encoder method is a type of dimensionality reduction method. A mapping from a vector to a descriptor that represents essential information can be automatically generated from a set of vectors without any supervising information. However, an image and its spatially shifted version are encoded into different descriptors by an existing ordinary auto… (More)
DOI: 10.1109/IROS.2017.8206047

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