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

Shaohua Li, Xiuchao Sui, Jie Fu +2

Convolutional Neural Networks (CNNs) are known to be brittle under various image transformations, including rotations, scalings, and changes of lighting conditions. We observe that…