Generative Models

SPoD-Net: Fast Recovery of Microscopic Images Using Learned ISTA ACML 2019 SROBB: Targeted Perceptual Loss for Single Image Super-Resolution ICCV 2019 Stain-Transforming Cycle-Consistent Generative Adversarial Networks for Improved Segmentation of Renal Histopathology MIDL 2019 Statistical Approach to Speech Synthesis: Past, Present and Future Interspeech 2019 STCN: Stochastic Temporal Convolutional Networks ICLR 2019 STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing CVPR 2019 Stick to the Facts: Learning towards a Fidelity-oriented E-Commerce Product Description Generation EMNLP 2019 Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation NAACL 2019 Strategies for Structuring Story Generation ACL 2019 StructureFlow: Image Inpainting via Structure-Aware Appearance Flow ICCV 2019 Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation ACL 2019 SuperVAE: Superpixelwise Variational Autoencoder for Salient Object Detection AAAI 2019 Symmetry-adapted generation of 3d point sets for the targeted discovery of molecules NeurIPS 2019 Syntax-Infused Variational Autoencoder for Text Generation ACL 2019 Synthesizing 3D Shapes From Silhouette Image Collections Using Multi-Projection Generative Adversarial Networks CVPR 2019 SYSTRAN @ WNGT 2019: DGT Task EMNLP 2019 Tag2Gauss: Learning Tag Representations via Gaussian Distribution in Tagged Networks IJCAI 2019 Talking With Hands 16.2M: A Large-Scale Dataset of Synchronized Body-Finger Motion and Audio for Conversational Motion Analysis and Synthesis ICCV 2019 T-CVAE: Transformer-Based Conditioned Variational Autoencoder for Story Completion IJCAI 2019 Temporal Deformable Convolutional Encoder-Decoder Networks for Video Captioning AAAI 2019 TET-GAN: Text Effects Transfer via Stylization and Destylization AAAI 2019 Text2Scene: Generating Compositional Scenes From Textual Descriptions CVPR 2019 Text Guided Person Image Synthesis CVPR 2019 Texture Fields: Learning Texture Representations in Function Space ICCV 2019 The continuous Bernoulli: fixing a pervasive error in variational autoencoders NeurIPS 2019