Generative Models

Chi-square Generative Adversarial Network ICML 2018 Classical Structured Prediction Losses for Sequence to Sequence Learning NAACL 2018 Composite Functional Gradient Learning of Generative Adversarial Models ICML 2018 Concatenative Resynthesis with Improved Training Signals for Speech Enhancement Interspeech 2018 Conditional End-to-End Audio Transforms Interspeech 2018 Conditional Generators of Words Definitions ACL 2018 Conditional Image-to-Image Translation CVPR 2018 Constrained Generation of Semantically Valid Graphs via Regularizing Variational Autoencoders NeurIPS 2018 Constrained Graph Variational Autoencoders for Molecule Design NeurIPS 2018 Constructing Unrestricted Adversarial Examples with Generative Models NeurIPS 2018 Content preserving text generation with attribute controls NeurIPS 2018 Context-aware Synthesis and Placement of Object Instances NeurIPS 2018 Contextual Graph Markov Model: A Deep and Generative Approach to Graph Processing ICML 2018 Controllable Video Generation With Sparse Trajectories CVPR 2018 CR-GAN: Learning Complete Representations for Multi-view Generation IJCAI 2018 Cross-View Image Synthesis Using Conditional GANs CVPR 2018 CUNI System for the WMT18 Multimodal Translation Task EMNLP 2018 Curriculum Learning for Natural Answer Generation IJCAI 2018 Cycle-Consistent Speech Enhancement Interspeech 2018 DA-GAN: Instance-Level Image Translation by Deep Attention Generative Adversarial Networks CVPR 2018 Data Requirements, Selection and Augmentation for DNN-based Speech Synthesis from Crowdsourced Data Interspeech 2018 DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks CVPR 2018 Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection ICLR 2018 Deep Factorization Machines for Knowledge Tracing NAACL 2018 Deep Generative Markov State Models NeurIPS 2018