Models

Curriculum Learning for Natural Answer Generation IJCAI 2018 Cycle-Consistent Speech Enhancement Interspeech 2018 DA-GAN: Instance-Level Image Translation by Deep Attention Generative Adversarial Networks CVPR 2018 Data Requirements, Selection and Augmentation for DNN-based Speech Synthesis from Crowdsourced Data Interspeech 2018 Debiasing Evidence Approximations: On Importance-weighted Autoencoders and Jackknife Variational Inference ICLR 2018 DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks CVPR 2018 Decipherment of Substitution Ciphers with Neural Language Models EMNLP 2018 Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection ICLR 2018 Deep contextualized word representations ICLR 2018 Deep contextualized word representations for detecting sarcasm and irony EMNLP 2018 Deep Factorization Machines for Knowledge Tracing NAACL 2018 Deep Generative Markov State Models NeurIPS 2018 Deep Generative Model for Joint Alignment and Word Representation NAACL 2018 Deep Generative Models for Distribution-Preserving Lossy Compression NeurIPS 2018 Deep Generative Models with Learnable Knowledge Constraints NeurIPS 2018 Deep Learning for Acoustic Echo Cancellation in Noisy and Double-Talk Scenarios Interspeech 2018 Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs CVPR 2018 Deep Poisson gamma dynamical systems NeurIPS 2018 Deep Probabilistic Logic: A Unifying Framework for Indirect Supervision EMNLP 2018 Deep-speare: A joint neural model of poetic language, meter and rhyme ACL 2018 Deep State Space Models for Unconditional Word Generation NeurIPS 2018 Deep Survival Analysis: Nonparametrics and Missingness MLHC 2018 Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models ICLR 2018 Deformable GANs for Pose-Based Human Image Generation CVPR 2018 Demystifying MMD GANs ICLR 2018