Models

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 Acoustic Unit Discovery for Speech Synthesis Using Discrete Latent-Variable Neural Networks Interspeech 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 Unsupervised Learning of PCFGs with Normalizing Flow ACL 2019 Unsupervised Lesion Detection via Image Restoration with a Normative Prior MIDL 2019 Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations MIDL 2019 Unsupervised Paraphrasing without Translation ACL 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 Variance reduction properties of the reparameterization trick AISTATS 2019 Variational Adversarial Active Learning ICCV 2019 Variational Attention Using Articulatory Priors for Generating Code Mixed Speech Using Monolingual Corpora Interspeech 2019 Variational Autoencoders Pursue PCA Directions (by Accident) CVPR 2019 Variational Autoencoders with Jointly Optimized Latent Dependency Structure ICLR 2019 Variational Autoencoder with Arbitrary Conditioning ICLR 2019 Variational Bayesian Dropout With a Hierarchical Prior CVPR 2019 Variational Bayesian Multi-Channel Speech Dereverberation Under Noisy Environments with Probabilistic Convolutive Transfer Function Interspeech 2019