Deep Learning

Structured Uncertainty Prediction Networks CVPR 2018 Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors ICML 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 StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing ACL 2018 Student-Teacher Learning for BLSTM Mask-based Speech Enhancement Interspeech 2018 Student-t Variational Autoencoder for Robust Density Estimation IJCAI 2018 Style Aggregated Network for Facial Landmark Detection CVPR 2018 Style Transfer Through Back-Translation ACL 2018 Subword and Crossword Units for CTC Acoustic Models Interspeech 2018 Subword-augmented Embedding for Cloze Reading Comprehension COLING 2018 Sub-word information in pre-trained biomedical word representations: evaluation and hyper-parameter optimization ACL 2018 Subword-level Composition Functions for Learning Word Embeddings NAACL 2018 Subword-level Word Vector Representations for Korean ACL 2018 Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised EMNLP 2018 Sum-Product-Quotient Networks AISTATS 2018 Super Characters: A Conversion from Sentiment Classification to Image Classification EMNLP 2018 Super-FAN: Integrated Facial Landmark Localization and Super-Resolution of Real-World Low Resolution Faces in Arbitrary Poses With GANs CVPR 2018 SuperNMT: Neural Machine Translation with Semantic Supersenses and Syntactic Supertags ACL 2018 Super-Resolving Very Low-Resolution Face Images With Supplementary Attributes CVPR 2018 Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation CVPR 2018 Supervised autoencoders: Improving generalization performance with unsupervised regularizers NeurIPS 2018