Architectures

Stochastic Training of Graph Convolutional Networks with Variance Reduction ICML 2018 Stock Price Prediction Using Attention-based Multi-Input LSTM ACML 2018 Straight to the Tree: Constituency Parsing with Neural Syntactic Distance ACL 2018 Stream Attention for Distributed Multi-Microphone Speech Recognition Interspeech 2018 Structure-Aware Convolutional Neural Networks NeurIPS 2018 Structured Alignment Networks for Matching Sentences EMNLP 2018 Structured Inference for Recurrent Hidden Semi-markov Model IJCAI 2018 Structured Set Matching Networks for One-Shot Part Labeling CVPR 2018 Structured Variationally Auto-encoded Optimization ICML 2018 Structured Word Embedding for Low Memory Neural Network Language Model Interspeech 2018 Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships CVPR 2018 Structure Preserving Video Prediction CVPR 2018 Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text NAACL 2018 Student-Teacher Learning for BLSTM Mask-based Speech Enhancement Interspeech 2018 Subword-level Composition Functions for Learning Word Embeddings NAACL 2018 Sum-Product-Quotient Networks AISTATS 2018 Super Characters: A Conversion from Sentiment Classification to Image Classification EMNLP 2018 SuperNMT: Neural Machine Translation with Semantic Supersenses and Syntactic Supertags ACL 2018 Supervised autoencoders: Improving generalization performance with unsupervised regularizers NeurIPS 2018 Supervised Open Information Extraction NAACL 2018 Surface Networks CVPR 2018 Surprisingly Easy Hard-Attention for Sequence to Sequence Learning EMNLP 2018 Synaptic Strength For Convolutional Neural Network NeurIPS 2018 Syntactically Aware Neural Architectures for Definition Extraction NAACL 2018 Syntax-Directed Variational Autoencoder for Structured Data ICLR 2018