Autoencoders

Exploring Disentangled Feature Representation Beyond Face Identification CVPR 2018 Extracting Invariant Features From Images Using An Equivariant Autoencoder ACML 2018 Full Bayesian Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery Interspeech 2018 Generative Probabilistic Novelty Detection with Adversarial Autoencoders NeurIPS 2018 GumBolt: Extending Gumbel trick to Boltzmann priors NeurIPS 2018 Hamiltonian Variational Auto-Encoder NeurIPS 2018 Hierarchical Quantized Representations for Script Generation EMNLP 2018 Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder EMNLP 2018 Inference Suboptimality in Variational Autoencoders ICML 2018 Information Encoding by Deep Neural Networks: What Can We Learn? Interspeech 2018 Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder ACL 2018 IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis NeurIPS 2018 Joint Autoregressive and Hierarchical Priors for Learned Image Compression NeurIPS 2018 Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes Interspeech 2018 Latent Space Oddity: on the Curvature of Deep Generative Models ICLR 2018 Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders NeurIPS 2018 Learning Dynamics of Linear Denoising Autoencoders ICML 2018 Learning Representations and Generative Models for 3D Point Clouds ICML 2018 Learning to Decompose and Disentangle Representations for Video Prediction NeurIPS 2018 Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks EMNLP 2018 Learning Universal Sentence Representations with Mean-Max Attention Autoencoder EMNLP 2018 Learning Word Embeddings: Unsupervised Methods for Fixed-size Representations of Variable-length Speech Segments Interspeech 2018 Light Field Intrinsics With a Deep Encoder-Decoder Network CVPR 2018 Lightweight Unsupervised Deep Loop Closure RSS 2018 Manifold Learning in Quotient Spaces CVPR 2018