Autoencoders

Modeling Facial Geometry Using Compositional VAEs CVPR 2018 Monoaural Audio Source Separation Using Variational Autoencoders Interspeech 2018 On Unifying Deep Generative Models ICLR 2018 Probabilistic Neural Programmed Networks for Scene Generation NeurIPS 2018 Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics MLHC 2018 Robust Locally-Linear Controllable Embedding AISTATS 2018 Scalable Factorized Hierarchical Variational Autoencoder Training Interspeech 2018 Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings ICML 2018 Self-Supervised Deep Low-Rank Assignment Model for Prototype Selection IJCAI 2018 Semi-Amortized Variational Autoencoders ICML 2018 Siamese Recurrent Auto-Encoder Representation for Query-by-Example Spoken Term Detection Interspeech 2018 Similarity-Based Reconstruction Loss for Meaning Representation EMNLP 2018 Simple, Distributed, and Accelerated Probabilistic Programming NeurIPS 2018 Structured Variationally Auto-encoded Optimization ICML 2018 Supervised autoencoders: Improving generalization performance with unsupervised regularizers NeurIPS 2018 Syntax-Directed Variational Autoencoder for Structured Data ICLR 2018 The challenge of realistic music generation: modelling raw audio at scale NeurIPS 2018 TOM-Net: Learning Transparent Object Matting From a Single Image CVPR 2018 Unsupervised Discovery of Object Landmarks as Structural Representations CVPR 2018 Unsupervised Natural Language Generation with Denoising Autoencoders EMNLP 2018 Unsupervised Sentence Compression using Denoising Auto-Encoders CoNLL 2018 Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution CVPR 2018 VAE with a VampPrior AISTATS 2018 Variational Memory Encoder-Decoder NeurIPS 2018 Wasserstein Auto-Encoders ICLR 2018