Generative Models

Training Language GANs from Scratch NeurIPS 2019 Training Variational Autoencoders with Buffered Stochastic Variational Inference AISTATS 2019 TransNFCM: Translation-Based Neural Fashion Compatibility Modeling AAAI 2019 TraVeLGAN: Image-To-Image Translation by Transformation Vector Learning CVPR 2019 Twin Auxilary Classifiers GAN NeurIPS 2019 Two Generator Game: Learning to Sample via Linear Goodness-of-Fit Test NeurIPS 2019 Two-Stage Generative Models of Simulating Training Data at The Voxel Level for Large-Scale Microscopy Bioimage Segmentation IJCAI 2019 Unconstrained Monotonic Neural Networks NeurIPS 2019 Understanding the Polarity of Events in the Biomedical Literature: Deep Learning vs. Linguistically-informed Methods NAACL 2019 Understanding VAEs in Fisher-Shannon Plane AAAI 2019 UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-Noise Ratio Condition Interspeech 2019 Universal Adversarial Perturbation via Prior Driven Uncertainty Approximation ICCV 2019 Unpaired Data based Cross-domain Synthesis and Segmentation Using Attention Neural Network ACML 2019 Unpaired Image-to-Speech Synthesis With Multimodal Information Bottleneck ICCV 2019 Unsupervised Adversarial Image Reconstruction ICLR 2019 Unsupervised Disentangling of Appearance and Geometry by Deformable Generator Network CVPR 2019 Unsupervised Fake News Detection on Social Media: A Generative Approach AAAI 2019 Unsupervised Learning of Monocular Depth and Ego-Motion using Conditional PatchGANs IJCAI 2019 Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations MIDL 2019 Unsupervised Primitive Discovery for Improved 3D Generative Modeling CVPR 2019 Unsupervised Recurrent Neural Network Grammars NAACL 2019 Unsupervised Robust Disentangling of Latent Characteristics for Image Synthesis ICCV 2019 Unsupervised Singing Voice Conversion Interspeech 2019 VAEGAN: A Collaborative Filtering Framework based on Adversarial Variational Autoencoders IJCAI 2019 Variance Networks: When Expectation Does Not Meet Your Expectations ICLR 2019