Generative Models

Natural Answer Generation with Heterogeneous Memory NAACL 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 NeuralREG: An end-to-end approach to referring expression generation 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 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 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 PacGAN: The power of two samples in generative adversarial networks NeurIPS 2018 PairedCycleGAN: Asymmetric Style Transfer for Applying and Removing Makeup CVPR 2018 Paper Abstract Writing through Editing Mechanism ACL 2018 Permutation Invariant Training of Generative Adversarial Network for Monaural Speech Separation Interspeech 2018 Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction CoNLL 2018 Phase Retrieval Under a Generative Prior NeurIPS 2018 PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples ICLR 2018 PixelSNAIL: An Improved Autoregressive Generative Model ICML 2018 PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition CVPR 2018