Models

Conditional Image Synthesis with Auxiliary Classifier GANs ICML 2017 Conjugate-Computation Variational Inference : Converting Variational Inference in Non-Conjugate Models to Inferences in Conjugate Models AISTATS 2017 Context Selection for Embedding Models NeurIPS 2017 Continual Learning with Deep Generative Replay NeurIPS 2017 Controlling Perceptual Factors in Neural Style Transfer CVPR 2017 Convolutional Sequence to Sequence Learning ICML 2017 Creating Training Corpora for NLG Micro-Planners ACL 2017 Creativity: Generating Diverse Questions Using Variational Autoencoders CVPR 2017 Crossing Nets: Combining GANs and VAEs With a Shared Latent Space for Hand Pose Estimation CVPR 2017 Dance Dance Convolution ICML 2017 Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG) ACL 2017 Deep Dynamic Poisson Factorization Model NeurIPS 2017 Deep Generative Models for Relational Data with Side Information ICML 2017 Deep Keyphrase Generation ACL 2017 Deep Mean-Shift Priors for Image Restoration NeurIPS 2017 Deep Mixture of Linear Inverse Regressions Applied to Head-Pose Estimation CVPR 2017 Deep Photo Style Transfer CVPR 2017 Deep Quantization: Encoding Convolutional Activations With Deep Generative Model CVPR 2017 Deep Recurrent Generative Decoder for Abstractive Text Summarization EMNLP 2017 Deep Structured Learning for Facial Action Unit Intensity Estimation CVPR 2017 Deep Voice 2: Multi-Speaker Neural Text-to-Speech NeurIPS 2017 Deep Voice: Real-time Neural Text-to-Speech ICML 2017 DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data CVPR 2017 Differentiable Learning of Submodular Models NeurIPS 2017 Discovering Discrete Latent Topics with Neural Variational Inference ICML 2017