What Does CNN Shift Invariance Look Like? A Visualization Study

Jake Lee, Junfeng Yang, Zhangyang Wang

Feature extraction with convolutional neural networks (CNNs) is a popular method to represent images for machine learning tasks. These representations seek to capture global image…