Generative Models

Pose-Guided Photorealistic Face Rotation CVPR 2018 Probabilistic Neural Programmed Networks for Scene Generation NeurIPS 2018 Progressive Growing of GANs for Improved Quality, Stability, and Variation ICLR 2018 Prometheus : Directly Learning Acyclic Directed Graph Structures for Sum-Product Networks PGM 2018 Quantitatively Evaluating GANs With Divergences Proposed for Training ICLR 2018 Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization IJCAI 2018 Recurrent World Models Facilitate Policy Evolution NeurIPS 2018 Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation Interspeech 2018 Redundancy-resistant Generative Hashing for Image Retrieval IJCAI 2018 Representing and Learning High Dimensional Data With the Optimal Transport Map From a Probabilistic Viewpoint CVPR 2018 Robust Face Sketch Synthesis via Generative Adversarial Fusion of Priors and Parametric Sigmoid IJCAI 2018 Scalable and Effective Deep CCA via Soft Decorrelation CVPR 2018 Scalable Factorized Hierarchical Variational Autoencoder Training Interspeech 2018 Scalable Generalized Dynamic Topic Models AISTATS 2018 SCAN: Learning Hierarchical Compositional Visual Concepts ICLR 2018 SeGAN: Segmenting and Generating the Invisible CVPR 2018 Self-Supervised Generation of Spatial Audio for 360° Video NeurIPS 2018 Semantic Interpolation in Implicit Models ICLR 2018 Semantic Parsing with Syntax- and Table-Aware SQL Generation ACL 2018 Semantic Visual Localization CVPR 2018 Semi-Amortized Variational Autoencoders ICML 2018 Semi-crowdsourced Clustering with Deep Generative Models NeurIPS 2018 Semi-Parametric Image Synthesis CVPR 2018 Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance NeurIPS 2018 SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications EMNLP 2018