Models

Token-level and sequence-level loss smoothing for RNN language models ACL 2018 Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models NAACL 2018 Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron ICML 2018 Towards Image Understanding from Deep Compression Without Decoding ICLR 2018 Towards Neural Phrase-based Machine Translation ICLR 2018 Towards Open-Set Identity Preserving Face Synthesis CVPR 2018 Towards Pose Invariant Face Recognition in the Wild CVPR 2018 Towards Text Generation with Adversarially Learned Neural Outlines NeurIPS 2018 Towards Understanding ECG Rhythm Classification Using Convolutional Neural Networks and Attention Mappings MLHC 2018 Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples ICLR 2018 Training GANs with Optimism ICLR 2018 Trajectory-User Linking via Variational AutoEncoder IJCAI 2018 Transformation Autoregressive Networks ICML 2018 Treatment Side Effect Prediction from Online User-generated Content EMNLP 2018 TVT: Two-View Transformer Network for Video Captioning ACML 2018 Uncertainty-Aware Attention for Reliable Interpretation and Prediction NeurIPS 2018 Universal Sentence Encoder for English EMNLP 2018 Unpaired Learning of Dense Visual Depth Estimators for Urban Environments CoRL 2018 Unpaired Multi-Domain Image Generation via Regularized Conditional GANs IJCAI 2018 Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach ACL 2018 Unsupervised Bilingual Lexicon Induction via Latent Variable Models EMNLP 2018 Unsupervised Discrete Sentence Representation Learning for Interpretable Neural Dialog Generation ACL 2018 Unsupervised Disentangled Representation Learning with Analogical Relations IJCAI 2018 Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound NeurIPS 2018 Unsupervised Neural Machine Translation ICLR 2018