Models

Classical Structured Prediction Losses for Sequence to Sequence Learning NAACL 2018 Closing Brackets with Recurrent Neural Networks EMNLP 2018 Coherence-Aware Neural Topic Modeling EMNLP 2018 Commonsense Justification for Action Explanation EMNLP 2018 Composite Functional Gradient Learning of Generative Adversarial Models ICML 2018 Compressing Neural Networks using the Variational Information Bottleneck ICML 2018 Concatenative Resynthesis with Improved Training Signals for Speech Enhancement Interspeech 2018 Conditional End-to-End Audio Transforms Interspeech 2018 Conditional Generators of Words Definitions ACL 2018 Conditional Image-to-Image Translation CVPR 2018 Connections with Robust PCA and the Role of Emergent Sparsity in Variational Autoencoder Models JMLR 2018 Constrained Generation of Semantically Valid Graphs via Regularizing Variational Autoencoders NeurIPS 2018 Constrained Graph Variational Autoencoders for Molecule Design NeurIPS 2018 Constraining the Dynamics of Deep Probabilistic Models ICML 2018 Constructing Unrestricted Adversarial Examples with Generative Models NeurIPS 2018 Content preserving text generation with attribute controls NeurIPS 2018 Context-aware Synthesis and Placement of Object Instances NeurIPS 2018 Contextual Graph Markov Model: A Deep and Generative Approach to Graph Processing ICML 2018 Controllable Video Generation With Sparse Trajectories CVPR 2018 Coupled Variational Bayes via Optimization Embedding NeurIPS 2018 Covariances, Robustness, and Variational Bayes JMLR 2018 CR-GAN: Learning Complete Representations for Multi-view Generation IJCAI 2018 Cross-Modal Deep Variational Hand Pose Estimation CVPR 2018 Cross-View Image Synthesis Using Conditional GANs CVPR 2018 CUNI System for the WMT18 Multimodal Translation Task EMNLP 2018