10 citations · 10 across the 1 of their papers we have counts for
2 papers
cs.LG2017★ 10 cited
Deep Radial Kernel Networks: Approximating Radially Symmetric Functions with Deep Networks
Brendan McCane, Lech Szymanski
We prove that a particular deep network architecture is more efficient at approximating radially symmetric functions than the best known 2 or 3 layer networks. We use this architec…
cs.CV2016
Auto-JacoBin: Auto-encoder Jacobian Binary Hashing
Xiping Fu, Brendan McCane, Steven Mills +2
Binary codes can be used to speed up nearest neighbor search tasks in large scale data sets as they are efficient for both storage and retrieval. In this paper, we propose a robust…