Models

StrassenNets: Deep Learning with a Multiplication Budget ICML 2018 Structured Uncertainty Prediction Networks CVPR 2018 Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors ICML 2018 Structure Preserving Video Prediction CVPR 2018 StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing ACL 2018 Student-t Variational Autoencoder for Robust Density Estimation IJCAI 2018 Style Aggregated Network for Facial Landmark Detection CVPR 2018 Style Transfer Through Back-Translation ACL 2018 Sum-Product-Quotient Networks AISTATS 2018 Super-Resolving Very Low-Resolution Face Images With Supplementary Attributes CVPR 2018 Surface Networks CVPR 2018 SURREAL: Open-Source Reinforcement Learning Framework and Robot Manipulation Benchmark CoRL 2018 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 Importance of Generation Order in Language Modeling EMNLP 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