Feature Lenses: Plug-and-play Neural Modules for Transformation-Invariant Visual Representations

12 Apr 2020Shaohua LiXiuchao SuiJie FuYong LiuRick Siow Mong Goh

Convolutional Neural Networks (CNNs) are known to be brittle under various image transformations, including rotations, scalings, and changes of lighting conditions. We observe that the features of a transformed image are drastically different from the ones of the original image... (read more)

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