Visualizing Deep Convolutional Neural Networks Using Natural Pre-Images

Aravindh Mahendran, Andrea Vedaldi

Image representations, from SIFT and bag of visual words to Convolutional Neural Networks (CNNs) are a crucial component of almost all computer vision systems. However, our underst…