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