59 citations · 91 across the 9 of their papers we have counts for
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cs.LG2021
Distributionally Robust Recurrent Decoders with Random Network Distillation
Antonio Valerio Miceli-Barone, Alexandra Birch, Rico Sennrich
Neural machine learning models can successfully model language that is similar to their training distribution, but they are highly susceptible to degradation under distribution shi…
cs.LG2016★ 6 cited
Low-rank passthrough neural networks
Antonio Valerio Miceli Barone
Various common deep learning architectures, such as LSTMs, GRUs, Resnets and Highway Networks, employ state passthrough connections that support training with high feed-forward dep…