Generative Models

A Stochastic Decoder for Neural Machine Translation ACL 2018 A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation EMNLP 2018 AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks CVPR 2018 A Two-Step Computation of the Exact GAN Wasserstein Distance ICML 2018 Audio-visual Voice Conversion Using Deep Canonical Correlation Analysis for Deep Bottleneck Features Interspeech 2018 Augmented Skeleton Space Transfer for Depth-Based Hand Pose Estimation CVPR 2018 A Unified Framework for the Generation of Glottal Signals in Deep Learning-based Parametric Speech Synthesis Systems Interspeech 2018 Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks MLHC 2018 Automatic Spelling Correction for Resource-Scarce Languages using Deep Learning ACL 2018 Autoregressive Quantile Networks for Generative Modeling ICML 2018 A Variational U-Net for Conditional Appearance and Shape Generation CVPR 2018 Banach Wasserstein GAN NeurIPS 2018 Batch Normalized Deep Boltzmann Machines ACML 2018 Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal Distributions using Simulated Tempering Langevin Monte Carlo NeurIPS 2018 Bias and Generalization in Deep Generative Models: An Empirical Study NeurIPS 2018 BinGAN: Learning Compact Binary Descriptors with a Regularized GAN NeurIPS 2018 Boundary Seeking GANs ICLR 2018 BourGAN: Generative Networks with Metric Embeddings NeurIPS 2018 CAGAN: Consistent Adversarial Training Enhanced GANs IJCAI 2018 CartoonGAN: Generative Adversarial Networks for Photo Cartoonization CVPR 2018 Cartoon-to-Photo Facial Translation with Generative Adversarial Networks ACML 2018 Cascade Adversarial Machine Learning Regularized with a Unified Embedding ICLR 2018 Cascaded SR-GAN for Scale-Adaptive Low Resolution Person Re-identification IJCAI 2018 CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training ICLR 2018 cGANs with Projection Discriminator ICLR 2018