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09/15/2021
RankNAS: Efficient Neural Architecture Search by Pairwise Ranking
This paper addresses the efficiency challenge of Neural Architecture Sea...
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11/03/2020
Layer-Wise Multi-View Learning for Neural Machine Translation
Traditional neural machine translation is limited to the topmost encoder...
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05/07/2020
Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation
In encoder-decoder neural models, multiple encoders are in general used ...
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05/06/2020
Learning Architectures from an Extended Search Space for Language Modeling
Neural architecture search (NAS) has advanced significantly in recent ye...
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02/02/2020
Single Channel Speech Enhancement Using Temporal Convolutional Recurrent Neural Networks
In recent decades, neural network based methods have significantly impro...
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06/05/2019
Learning Deep Transformer Models for Machine Translation
Transformer is the state-of-the-art model in recent machine translation ...
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04/17/2019
Downhole Track Detection via Multiscale Conditional Generative Adversarial Nets
Frequent mine disasters cause a large number of casualties and property ...
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04/17/2019