Autoencoders

Hierarchical Disentanglement of Discriminative Latent Features for Zero-Shot Learning CVPR 2019 Hierarchical Importance Weighted Autoencoders ICML 2019 Improving representation learning in autoencoders via multidimensional interpolation and dual regularizations IJCAI 2019 Jointly Aligning Millions of Images With Deep Penalised Reconstruction Congealing ICCV 2019 Latent Normalizing Flows for Discrete Sequences ICML 2019 Latent Space Autoregression for Novelty Detection CVPR 2019 LayoutVAE: Stochastic Scene Layout Generation From a Label Set ICCV 2019 Learning Image and Video Compression Through Spatial-Temporal Energy Compaction CVPR 2019 Learning Linear Transformations for Fast Image and Video Style Transfer CVPR 2019 Learning Relational Representations with Auto-encoding Logic Programs IJCAI 2019 Learning to Confuse: Generating Training Time Adversarial Data with Auto-Encoder NeurIPS 2019 Live Face De-Identification in Video ICCV 2019 LiveSketch: Query Perturbations for Guided Sketch-Based Visual Search CVPR 2019 Maximal Divergence Sequential Autoencoder for Binary Software Vulnerability Detection ICLR 2019 Monitoring of a Dynamic System Based on Autoencoders IJCAI 2019 MoRTy: Unsupervised Learning of Task-specialized Word Embeddings by Autoencoding ACL 2019 Multi-Agent Reinforcement Learning with Multi-Step Generative Models CoRL 2019 Multi-Channel Speech Enhancement Using Time-Domain Convolutional Denoising Autoencoder Interspeech 2019 Multi-Object Representation Learning with Iterative Variational Inference ICML 2019 Multivariate Time Series Prediction Based on Optimized Temporal Convolutional Networks with Stacked Auto-encoders ACML 2019 MVPNet: Multi-View Point Regression Networks for 3D Object Reconstruction from A Single Image AAAI 2019 Near-Lossless Binarization of Word Embeddings AAAI 2019 Novelty Detection for Multispectral Images with Application to Planetary Exploration AAAI 2019 Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video CVPR 2019 OCGAN: One-Class Novelty Detection Using GANs With Constrained Latent Representations CVPR 2019