Models

Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models NeurIPS 2018 NetGAN: Generating Graphs via Random Walks ICML 2018 Neural Autoregressive Flows ICML 2018 Neural Error Corrective Language Models for Automatic Speech Recognition Interspeech 2018 Neural Latent Extractive Document Summarization EMNLP 2018 Neural Models for Documents with Metadata ACL 2018 NeuralREG: An end-to-end approach to referring expression generation ACL 2018 Neural Relational Inference for Interacting Systems ICML 2018 Neural Sparse Topical Coding ACL 2018 Neural Syntactic Generative Models with Exact Marginalization NAACL 2018 Neural Voice Cloning with a Few Samples NeurIPS 2018 No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling ACL 2018 Non-Adversarial Mapping with VAEs NeurIPS 2018 Non-Autoregressive Neural Machine Translation ICLR 2018 Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers ACL 2018 oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis ICML 2018 One-Shot Unsupervised Cross Domain Translation NeurIPS 2018 On GANs and GMMs NeurIPS 2018 Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes IJCAI 2018 On Statistical Optimality of Variational Bayes AISTATS 2018 On the challenges of learning with inference networks on sparse, high-dimensional data AISTATS 2018 On the Discrimination-Generalization Tradeoff in GANs ICLR 2018 On the regularization of Wasserstein GANs ICLR 2018 On Unifying Deep Generative Models ICLR 2018 Optimizing the Latent Space of Generative Networks ICML 2018