Models

Densely Connected Pyramid Dehazing Network CVPR 2018 Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement EMNLP 2018 Diachronic degradation of language models: Insights from social media ACL 2018 DifNet: Semantic Segmentation by Diffusion Networks NeurIPS 2018 Direct Output Connection for a High-Rank Language Model EMNLP 2018 Disconnected Manifold Learning for Generative Adversarial Networks NeurIPS 2018 Discretely Relaxing Continuous Variables for tractable Variational Inference 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 Disentangling by Factorising 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 Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items EMNLP 2018 Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization EMNLP 2018 DropMax: Adaptive Variational Softmax NeurIPS 2018 Dual Fixed-Size Ordinally Forgetting Encoding (FOFE) for Competitive Neural Language Models EMNLP 2018 Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems CoNLL 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 Gradient-Free Variational Inference using Policy Search ICML 2018 Efficient Neural Audio Synthesis ICML 2018 EmojiGAN: learning emojis distributions with a generative model EMNLP 2018