960 citations · 2.7k across the 41 of their papers we have counts for
4 papers · 1 filter
Academic Torrents: Scalable Data Distribution
Henry Z. Lo, Joseph Paul Cohen
As competitions get more popular, transferring ever-larger data sets becomes infeasible and costly. For example, downloading the 157.3 GB 2012 ImageNet data set incurs about $4.33…
Rapid building detection using machine learning
Joseph Paul Cohen, Wei Ding, Caitlin Kuhlman +2
This work describes algorithms for performing discrete object detection, specifically in the case of buildings, where usually only low quality RGB-only geospatial reflective imager…
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…
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…