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10/27/2022
Improved Projection Learning for Lower Dimensional Feature Maps
The requirement to repeatedly move large feature maps off- and on-chip d...
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03/23/2022
Increasing the accuracy and resolution of precipitation forecasts using deep generative models
Accurately forecasting extreme rainfall is notoriously difficult, but is...
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02/12/2021
Dense for the Price of Sparse: Improved Performance of Sparsely Initialized Networks via a Subspace Offset
That neural networks may be pruned to high sparsities and retain high ac...
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10/14/2020
Six Attributes of Unhealthy Conversation
We present a new dataset of approximately 44000 comments labeled by crow...
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11/25/2019
Trajectory growth lower bounds for random sparse deep ReLU networks
This paper considers the growth in the length of one-dimensional traject...
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11/29/2017