Generative Models

Geometry Score: A Method For Comparing Generative Adversarial Networks ICML 2018 GILBO: One Metric to Measure Them All NeurIPS 2018 Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk COLT 2018 Global Versus Localized Generative Adversarial Nets CVPR 2018 Glow: Generative Flow with Invertible 1x1 Convolutions NeurIPS 2018 Gradient Estimators for Implicit Models ICLR 2018 Gradient Layer: Enhancing the Convergence of Adversarial Training for Generative Models AISTATS 2018 Graphical Generative Adversarial Networks NeurIPS 2018 GumBolt: Extending Gumbel trick to Boltzmann priors NeurIPS 2018 Hallucinated-IQA: No-Reference Image Quality Assessment via Adversarial Learning CVPR 2018 HashGAN: Deep Learning to Hash With Pair Conditional Wasserstein GAN CVPR 2018 Hierarchical Deep Generative Models for Multi-Rate Multivariate Time Series ICML 2018 Hierarchical Neural Story Generation ACL 2018 Hierarchical Quantized Representations for Script Generation EMNLP 2018 High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs CVPR 2018 How Deep Are Deep Gaussian Processes? JMLR 2018 Human Appearance Transfer CVPR 2018 Identifying Analogies Across Domains ICLR 2018 Image Blind Denoising With Generative Adversarial Network Based Noise Modeling CVPR 2018 Image Generation From Scene Graphs CVPR 2018 Image Inpainting via Generative Multi-column Convolutional Neural Networks NeurIPS 2018 Image Super-Resolution via Dual-State Recurrent Networks CVPR 2018 Image-to-image translation for cross-domain disentanglement NeurIPS 2018 Implicit Causal Models for Genome-wide Association Studies ICLR 2018 Improved Training of Generative Adversarial Networks Using Representative Features ICML 2018