37 citations · 72 across the 7 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.NE2016
Scale Normalization
Henry Z. Lo, Kevin Amaral, Wei Ding
One of the difficulties of training deep neural networks is caused by improper scaling between layers. Scaling issues introduce exploding / gradient problems, and have typically be…
cs.CV2016★ 5 cited
RandomOut: Using a convolutional gradient norm to rescue convolutional filters
Joseph Paul Cohen, Henry Z. Lo, Wei Ding
Filters in convolutional neural networks are sensitive to their initialization. The random numbers used to initialize filters are a bias and determine if you will "win" and converg…
cs.CV2016★ 37 cited
Crater Detection via Convolutional Neural Networks
Joseph Paul Cohen, Henry Z. Lo, Tingting Lu +1
Craters are among the most studied geomorphic features in the Solar System because they yield important information about the past and present geological processes and provide info…