Generative Models

EmojiGAN: learning emojis distributions with a generative model EMNLP 2018 End-to-End Learning for the Deep Multivariate Probit Model ICML 2018 End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction Interspeech 2018 Entropy and mutual information in models of deep neural networks NeurIPS 2018 Evaluating Textual Representations through Image Generation EMNLP 2018 Exemplar-Based Spectral Detail Compensation for Voice Conversion Interspeech 2018 Eye In-Painting With Exemplar Generative Adversarial Networks CVPR 2018 Face Aging With Identity-Preserved Conditional Generative Adversarial Networks CVPR 2018 FaceID-GAN: Learning a Symmetry Three-Player GAN for Identity-Preserving Face Synthesis CVPR 2018 Facial Expression Recognition by De-Expression Residue Learning CVPR 2018 Faithful Inversion of Generative Models for Effective Amortized Inference NeurIPS 2018 Fast Decoding in Sequence Models Using Discrete Latent Variables ICML 2018 FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification NeurIPS 2018 FearNet: Brain-Inspired Model for Incremental Learning ICLR 2018 Feature Generating Networks for Zero-Shot Learning CVPR 2018 Few-shot Autoregressive Density Estimation: Towards Learning to Learn Distributions ICLR 2018 Few-shot Generative Modelling with Generative Matching Networks AISTATS 2018 Finding Tiny Faces in the Wild With Generative Adversarial Network CVPR 2018 First Order Generative Adversarial Networks ICML 2018 Fitting New Speakers Based on a Short Untranscribed Sample ICML 2018 Flexible and accurate inference and learning for deep generative models NeurIPS 2018 FlipDial: A Generative Model for Two-Way Visual Dialogue CVPR 2018 FoldingNet: Point Cloud Auto-Encoder via Deep Grid Deformation CVPR 2018 Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger NeurIPS 2018 FSRNet: End-to-End Learning Face Super-Resolution With Facial Priors CVPR 2018