Generative Models

Improving GANs Using Optimal Transport ICLR 2018 Improving GAN Training via Binarized Representation Entropy (BRE) Regularization ICLR 2018 Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets NAACL 2018 Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect ICLR 2018 Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis CVPR 2018 IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis NeurIPS 2018 Invertibility of Convolutional Generative Networks from Partial Measurements NeurIPS 2018 Investigating Generative Adversarial Networks Based Speech Dereverberation for Robust Speech Recognition Interspeech 2018 Is Generator Conditioning Causally Related to GAN Performance? ICML 2018 Joint Autoregressive and Hierarchical Priors for Learned Image Compression NeurIPS 2018 JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets ICML 2018 Joint Generative Moment-Matching Network for Learning Structural Latent Code IJCAI 2018 Joint Pose and Expression Modeling for Facial Expression Recognition CVPR 2018 Joint Sub-bands Learning with Clique Structures for Wavelet Domain Super-Resolution NeurIPS 2018 Junction Tree Variational Autoencoder for Molecular Graph Generation ICML 2018 KBGAN: Adversarial Learning for Knowledge Graph Embeddings NAACL 2018 KDGAN: Knowledge Distillation with Generative Adversarial Networks NeurIPS 2018 Latent Constraints: Learning to Generate Conditionally from Unconditional Generative Models ICLR 2018 Latent Space Oddity: on the Curvature of Deep Generative Models ICLR 2018 Learning a Generative Model for Validity in Complex Discrete Structures ICLR 2018 Learning Attractor Dynamics for Generative Memory NeurIPS 2018 Learning Compositional Visual Concepts With Mutual Consistency CVPR 2018 Learning Descriptor Networks for 3D Shape Synthesis and Analysis CVPR 2018 Learning Disentangled Joint Continuous and Discrete Representations NeurIPS 2018 Learning Face Age Progression: A Pyramid Architecture of GANs CVPR 2018