ConvNets and ImageNet Beyond Accuracy: Understanding Mistakes and Uncovering Biases

Pierre Stock, Moustapha Cisse

ConvNets and Imagenet have driven the recent success of deep learning for image classification. However, the marked slowdown in performance improvement combined with the lack of ro…