no code implementations • 23 Nov 2015 • 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 Networks (CNNs).
2 code implementations • 30 Sep 2015 • Chen-Yu Lee, Patrick W. Gallagher, Zhuowen Tu
We seek to improve deep neural networks by generalizing the pooling operations that play a central role in current architectures.
Ranked #17 on Image Classification on MNIST