Models

Orthogonally Decoupled Variational Gaussian Processes NeurIPS 2018 PacGAN: The power of two samples in generative adversarial networks NeurIPS 2018 PairedCycleGAN: Asymmetric Style Transfer for Applying and Removing Makeup CVPR 2018 Paper Abstract Writing through Editing Mechanism ACL 2018 Pathwise Derivatives Beyond the Reparameterization Trick ICML 2018 Permutation Invariant Training of Generative Adversarial Network for Monaural Speech Separation Interspeech 2018 Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction CoNLL 2018 Phase Retrieval Under a Generative Prior NeurIPS 2018 Phrase2VecGLM: Neural generalized language model–based semantic tagging for complex query reformulation in medical IR ACL 2018 PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples ICLR 2018 PixelSNAIL: An Improved Autoregressive Generative Model ICML 2018 PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition CVPR 2018 Point process latent variable models of larval zebrafish behavior NeurIPS 2018 Pose-Guided Photorealistic Face Rotation CVPR 2018 Probabilistic Machine Learning: Models, Algorithms and a Programming Library IJCAI 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 Provable Variational Inference for Constrained Log-Submodular Models NeurIPS 2018 Proximity Variational Inference AISTATS 2018 Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information ACL 2018 Pyramidal Recurrent Unit for Language Modeling EMNLP 2018 Quantitatively Evaluating GANs With Divergences Proposed for Training ICLR 2018 Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization IJCAI 2018 Quantum-Inspired Complex Word Embedding ACL 2018