Generative Models

Triple Generative Adversarial Nets NeurIPS 2017 TUCH: Turning Cross-view Hashing into Single-view Hashing via Generative Adversarial Nets IJCAI 2017 Unified Representation and Lifted Sampling for Generative Models of Social Networks IJCAI 2017 Unsupervised Filterbank Learning Using Convolutional Restricted Boltzmann Machine for Environmental Sound Classification Interspeech 2017 Unsupervised Image-to-Image Translation Networks NeurIPS 2017 Variational Autoencoded Regression: High Dimensional Regression of Visual Data on Complex Manifold CVPR 2017 Variational Deep Embedding: An Unsupervised and Generative Approach to Clustering IJCAI 2017 Variational Memory Addressing in Generative Models NeurIPS 2017 VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning NeurIPS 2017 Voice Conversion from Unaligned Corpora Using Variational Autoencoding Wasserstein Generative Adversarial Networks Interspeech 2017 Wasserstein Generative Adversarial Networks ICML 2017 Wasserstein Learning of Deep Generative Point Process Models NeurIPS 2017 Waveform Modeling Using Stacked Dilated Convolutional Neural Networks for Speech Bandwidth Extension Interspeech 2017 Accelerated Generative Models for 3D Point Cloud Data CVPR 2016 A Deep Generative Deconvolutional Image Model AISTATS 2016 A Feature Study for Masking-Based Reverberant Speech Separation Interspeech 2016 An Architecture for Deep, Hierarchical Generative Models NeurIPS 2016 An Iterative Phase Recovery Framework with Phase Mask for Spectral Mapping with an Application to Speech Enhancement Interspeech 2016 A Novel Research to Artificial Bandwidth Extension Based on Deep BLSTM Recurrent Neural Networks and Exemplar-Based Sparse Representation Interspeech 2016 A Powerful Generative Model Using Random Weights for the Deep Image Representation NeurIPS 2016 A Probabilistic Framework for Deep Learning NeurIPS 2016 Assessing Speech Quality in Speech-Aware Hearing Aids Based on Phoneme Posteriorgrams Interspeech 2016 A Theory of Generative ConvNet ICML 2016 Attend, Infer, Repeat: Fast Scene Understanding with Generative Models NeurIPS 2016 Augmentable Gamma Belief Networks JMLR 2016