Generative Models

MEGAN: A Generative Adversarial Network for Multi-View Network Embedding IJCAI 2019 MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis NeurIPS 2019 ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation ICML 2019 Meta-Learning with Latent Embedding Optimization ICLR 2019 Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition NeurIPS 2019 MetaStyle: Three-Way Trade-off among Speed, Flexibility, and Quality in Neural Style Transfer AAAI 2019 MetricGAN: Generative Adversarial Networks based Black-box Metric Scores Optimization for Speech Enhancement ICML 2019 Metric Learning on Healthcare Data with Incomplete Modalities IJCAI 2019 MIGAN: Malware Image Synthesis Using GANs AAAI 2019 MintNet: Building Invertible Neural Networks with Masked Convolutions NeurIPS 2019 MirrorGAN: Learning Text-To-Image Generation by Redescription CVPR 2019 MisGAN: Learning from Incomplete Data with Generative Adversarial Networks ICLR 2019 MITRE at SemEval-2019 Task 5: Transfer Learning for Multilingual Hate Speech Detection SemEval 2019 MIWAE: Deep Generative Modelling and Imputation of Incomplete Data Sets ICML 2019 Mixture Density Generative Adversarial Networks CVPR 2019 Modeling Tabular data using Conditional GAN NeurIPS 2019 Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians NeurIPS 2019 Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis CVPR 2019 Molecular Hypergraph Grammar with Its Application to Molecular Optimization ICML 2019 Moulding Humans: Non-Parametric 3D Human Shape Estimation From Single Images ICCV 2019 Multi-Agent Reinforcement Learning with Multi-Step Generative Models CoRL 2019 Multi-Attribute Transfer via Disentangled Representation AAAI 2019 Multi-Channel Speech Enhancement Using Time-Domain Convolutional Denoising Autoencoder Interspeech 2019 Multi-Frame GAN: Image Enhancement for Stereo Visual Odometry in Low Light CoRL 2019 Multi-marginal Wasserstein GAN NeurIPS 2019