60 citations · 234 across the 39 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
cs.LG2015★ 4 cited
Convolutional networks and learning invariant to homogeneous multiplicative scalings
Mark Tygert, Arthur Szlam, Soumith Chintala +3
The conventional classification schemes -- notably multinomial logistic regression -- used in conjunction with convolutional networks (convnets) are classical in statistics, design…
cs.LG2015★ 8 cited
A mathematical motivation for complex-valued convolutional networks
Joan Bruna, Soumith Chintala, Yann LeCun +3
A complex-valued convolutional network (convnet) implements the repeated application of the following composition of three operations, recursively applying the composition to an in…