What Happened to My Dog in That Network: Unraveling Top-down Generators in Convolutional Neural Networks

Patrick W. Gallagher, Shuai Tang, Zhuowen Tu

Top-down information plays a central role in human perception, but plays relatively little role in many current state-of-the-art deep networks, such as Convolutional Neural Network…