Generative Models

Syntax-Directed Variational Autoencoder for Structured Data ICLR 2018 Synthesizing Images of Humans in Unseen Poses CVPR 2018 Synthesizing realistic neural population activity patterns using Generative Adversarial Networks ICLR 2018 Tagging Like Humans: Diverse and Distinct Image Annotation CVPR 2018 Tempered Adversarial Networks ICML 2018 Tensor Product Generation Networks for Deep NLP Modeling NAACL 2018 Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language NeurIPS 2018 TextureGAN: Controlling Deep Image Synthesis With Texture Patches CVPR 2018 The challenge of realistic music generation: modelling raw audio at scale NeurIPS 2018 The Kanerva Machine: A Generative Distributed Memory ICLR 2018 The Perception-Distortion Tradeoff CVPR 2018 Tighter Variational Bounds are Not Necessarily Better ICML 2018 Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models NAACL 2018 Towards Image Understanding from Deep Compression Without Decoding ICLR 2018 Towards Open-Set Identity Preserving Face Synthesis CVPR 2018 Towards Pose Invariant Face Recognition in the Wild CVPR 2018 Towards Text Generation with Adversarially Learned Neural Outlines NeurIPS 2018 Towards Understanding ECG Rhythm Classification Using Convolutional Neural Networks and Attention Mappings MLHC 2018 Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples ICLR 2018 Training GANs with Optimism ICLR 2018 Transformation Autoregressive Networks ICML 2018 Treatment Side Effect Prediction from Online User-generated Content EMNLP 2018 Unpaired Learning of Dense Visual Depth Estimators for Urban Environments CoRL 2018 Unpaired Multi-Domain Image Generation via Regularized Conditional GANs IJCAI 2018 Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach ACL 2018