59 citations · 91 across the 9 of their papers we have counts for
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cs.CL2016★ 10 cited
Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders
Antonio Valerio Miceli Barone
Current approaches to learning vector representations of text that are compatible between different languages usually require some amount of parallel text, aligned at word, sentenc…
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…