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Improved Projection Learning for Lower Dimensional Feature Maps

The requirement to repeatedly move large feature maps off-and on-chip during inference with convolutional neural networks (CNNs) …

Ilan Price, Jared Tanner

Increasing the accuracy and resolution of precipitation forecasts using deep generative models

Accurately forecasting extreme rainfall is notoriously difficult, but is also ever more crucial for society as climate change increases …

Ilan Price, Stephan Rasp

Increasing the accuracy and resolution of precipitation forecasts using deep generative models

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 accuracy is well established. Recent research efforts focus on …

Ilan Price, Jared Tanner

Trajectory growth lower bounds for random sparse deep ReLU networks

This paper considers the growth in the length of one-dimensional trajectories as they are passed through deep ReLU neural networks, …

Ilan Price, Jared Tanner

Trajectory growth lower bounds for random sparse deep ReLU networks

Six Attributes of Unhealthy Conversations

We present a new dataset of approximately 44000 comments labeled by crowdworkers. Each comment is labelled as either ‘healthy’ or …

Ilan Price, Jordan Gifford-Moore, Jory Fleming, Saul Musker, Maayan Roichman, Guillaume Sylvain, Nithum Thain, Lucas Dixon, Jeffrey Sorensen

Six Attributes of Unhealthy Conversations