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Dual ResGCN for Balanced Scene GraphGeneration
Visual scene graph generation is a challenging task. Previous works have...
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Sufficient dimension reduction for classification using principal optimal transport direction
Sufficient dimension reduction is used pervasively as a supervised dimen...
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A Review on Modern Computational Optimal Transport Methods with Applications in Biomedical Research
Optimal transport has been one of the most exciting subjects in mathemat...
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Learning Source Phrase Representations for Neural Machine Translation
The Transformer translation model (Vaswani et al., 2017) based on a mult...
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More efficient approximation of smoothing splines via space-filling basis selection
We consider the problem of approximating smoothing spline estimators in ...
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DNNRE: A Dynamic Neural Network for Distant Supervised Relation Extraction
Distant Supervised Relation Extraction (DSRE) is usually formulated as a...
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Why Deep Transformers are Difficult to Converge? From Computation Order to Lipschitz Restricted Parameter Initialization
The Transformer translation model employs residual connection and layer ...
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Guiding Neural Machine Translation with Retrieved Translation Pieces
One of the difficulties of neural machine translation (NMT) is the recal...
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Improving Neural Machine Translation through Phrase-based Forced Decoding
Compared to traditional statistical machine translation (SMT), neural ma...
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