Zobrazeno 1 - 10
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pro vyhledávání: '"Lo, Henry Z."'
Autor:
Cohen, Joseph Paul, Lo, Henry Z.
We present ShortScience.org, a platform for post-publication discussion of research papers. On ShortScience.org, the research community can read and write summaries of papers in order to increase accessible and reproducibility. Summaries contain the
Externí odkaz:
http://arxiv.org/abs/1707.06684
Counting objects in digital images is a process that should be replaced by machines. This tedious task is time consuming and prone to errors due to fatigue of human annotators. The goal is to have a system that takes as input an image and returns a c
Externí odkaz:
http://arxiv.org/abs/1703.08710
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 been addressed by careful scale-preserving initialization. We investigat
Externí odkaz:
http://arxiv.org/abs/1604.07796
Autor:
Lo, Henry Z., Cohen, Joseph Paul
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 in bandwidth costs per download. Downloading the full ImageNet data se
Externí odkaz:
http://arxiv.org/abs/1603.04395
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 converge to a satisfactory local minimum so we call this The Filter Lottery.
Externí odkaz:
http://arxiv.org/abs/1602.05931
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 information about the relative ages of observed geologic formations. We pr
Externí odkaz:
http://arxiv.org/abs/1601.00978
Autor:
Lo, Henry Z., Ding, Wei
Publikováno v:
2015 IEEE International Conference on Data Mining Workshop (ICDMW); 1/1/2015, p1548-1555, 8p
Publikováno v:
2015 11th IEEE International Conference & Workshops on Automatic Face & Gesture Recognition (FG); 2015, p1-6, 6p
Akademický článek
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Publikováno v:
2013 IEEE 13th International Conference on Data Mining Workshops; 2013, p1137-1140, 4p