When and how CNNs generalize to out-of-distribution category-viewpoint combinations

Spandan Madan, Timothy Henry, Jamell Dozier +6

Object recognition and viewpoint estimation lie at the heart of visual understanding. Recent works suggest that convolutional neural networks (CNNs) fail to generalize to out-of-di…