Generative Models

Deep Generative Model for Joint Alignment and Word Representation NAACL 2018 Deep Generative Models for Distribution-Preserving Lossy Compression NeurIPS 2018 Deep Generative Models with Learnable Knowledge Constraints NeurIPS 2018 Deep Learning for Acoustic Echo Cancellation in Noisy and Double-Talk Scenarios Interspeech 2018 Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs CVPR 2018 Deep-speare: A joint neural model of poetic language, meter and rhyme ACL 2018 Deep State Space Models for Unconditional Word Generation NeurIPS 2018 Deep Survival Analysis: Nonparametrics and Missingness MLHC 2018 Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models ICLR 2018 Deformable GANs for Pose-Based Human Image Generation CVPR 2018 Demystifying MMD GANs ICLR 2018 Densely Connected Pyramid Dehazing Network CVPR 2018 Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement EMNLP 2018 Disconnected Manifold Learning for Generative Adversarial Networks NeurIPS 2018 Discriminative Training of Sum-Product Networks by Extended Baum-Welch PGM 2018 Disentangled Person Image Generation CVPR 2018 Disentangled Sequential Autoencoder ICML 2018 Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation EMNLP 2018 Do Character-Level Neural Network Language Models Capture Knowledge of Multiword Expression Compositionality? COLING 2018 Do GANs learn the distribution? Some Theory and Empirics ICLR 2018 Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization EMNLP 2018 Duplex Generative Adversarial Network for Unsupervised Domain Adaptation CVPR 2018 DVAE++: Discrete Variational Autoencoders with Overlapping Transformations ICML 2018 DVAE#: Discrete Variational Autoencoders with Relaxed Boltzmann Priors NeurIPS 2018 Efficient Neural Audio Synthesis ICML 2018