Models

3D-PhysNet: Learning the Intuitive Physics of Non-Rigid Object Deformations IJCAI 2018 A Bayesian Approach to Generative Adversarial Imitation Learning NeurIPS 2018 Accurate and Diverse Sampling of Sequences Based on a “Best of Many” Sample Objective CVPR 2018 A Convex Duality Framework for GANs NeurIPS 2018 Acoustic Modeling Using Adversarially Trained Variational Recurrent Neural Network for Speech Synthesis Interspeech 2018 Activation Maximization Generative Adversarial Nets ICLR 2018 Adaptive Path-Integral Autoencoders: Representation Learning and Planning for Dynamical Systems NeurIPS 2018 A Deep Generative Model of Vowel Formant Typology NAACL 2018 A Deep Reinforced Model for Abstractive Summarization ICLR 2018 A Distributional and Orthographic Aggregation Model for English Derivational Morphology ACL 2018 Adversarial Distillation of Bayesian Neural Network Posteriors ICML 2018 Adversarial Learning with Local Coordinate Coding ICML 2018 Adversarially Learned One-Class Classifier for Novelty Detection CVPR 2018 Adversarially Regularized Graph Autoencoder for Graph Embedding IJCAI 2018 Adversarial Scene Editing: Automatic Object Removal from Weak Supervision NeurIPS 2018 A General Method for Amortizing Variational Filtering NeurIPS 2018 A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts CVPR 2018 A Hierarchical Generative Model for Eye Image Synthesis and Eye Gaze Estimation CVPR 2018 A Hierarchical Latent Structure for Variational Conversation Modeling NAACL 2018 A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music ICML 2018 A Hybrid Learning Scheme for Chinese Word Embedding ACL 2018 A Joint Selective Mechanism for Abstractive Sentence Summarization ACML 2018 AmbientGAN: Generative models from lossy measurements ICLR 2018 Amortized Inference Regularization NeurIPS 2018 AMR Parsing as Graph Prediction with Latent Alignment ACL 2018