Deep Learning

Discourse Representation Structure Parsing ACL 2018 Discovering Implicit Knowledge with Unary Relations ACL 2018 Discovering Interpretable Representations for Both Deep Generative and Discriminative Models ICML 2018 Discretely Relaxing Continuous Variables for tractable Variational Inference NeurIPS 2018 Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning EMNLP 2018 Discriminative Feature Representation for Person Re-identification by Batch-contrastive Loss ACML 2018 Discriminative Learning of Open-Vocabulary Object Retrieval and Localization by Negative Phrase Augmentation EMNLP 2018 Discriminative Training of Sum-Product Networks by Extended Baum-Welch PGM 2018 Disease-Atlas: Navigating Disease Trajectories using Deep Learning MLHC 2018 Disentangled Person Image Generation CVPR 2018 Disentangled Sequential Autoencoder ICML 2018 Disentangling 3D Pose in a Dendritic CNN for Unconstrained 2D Face Alignment CVPR 2018 Disentangling by Factorising ICML 2018 Disentangling Factors of Variation by Mixing Them CVPR 2018 Disentangling Structure and Aesthetics for Style-Aware Image Completion CVPR 2018 Disfluency Detection using Auto-Correlational Neural Networks EMNLP 2018 Disney at IEST 2018: Predicting Emotions using an Ensemble EMNLP 2018 Dissecting Adam: The Sign, Magnitude and Variance of Stochastic Gradients ICML 2018 Dissecting Contextual Word Embeddings: Architecture and Representation EMNLP 2018 Distance-Free Modeling of Multi-Predicate Interactions in End-to-End Japanese Predicate-Argument Structure Analysis COLING 2018 Distantly Supervised Attribute Detection from Reviews EMNLP 2018 Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging EMNLP 2018 Distilling Knowledge for Search-based Structured Prediction ACL 2018 Distort-and-Recover: Color Enhancement Using Deep Reinforcement Learning CVPR 2018 Distortion-aware CNNs for Spherical Images IJCAI 2018