167 citations · 401 across the 11 of their papers we have counts for
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cs.NE2016★ 167 cited
Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations
David Krueger, Tegan Maharaj, János Kramár +7
We propose zoneout, a novel method for regularizing RNNs. At each timestep, zoneout stochastically forces some hidden units to maintain their previous values. Like dropout, zoneout…
cs.NE2015★ 9 cited
Sequence Modeling using Gated Recurrent Neural Networks
Mohammad Pezeshki
In this paper, we have used Recurrent Neural Networks to capture and model human motion data and generate motions by prediction of the next immediate data point at each time-step.…