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Autoencoders

1,154 papers

Papers per year

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11
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Papers

IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis NIPS 2018
Delta-encoder: an effective sample synthesis method for few-shot object recognition NIPS 2018
Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders NIPS 2018
Simple, Distributed, and Accelerated Probabilistic Programming NIPS 2018
Supervised autoencoders: Improving generalization performance with unsupervised regularizers NIPS 2018
Hamiltonian Variational Auto-Encoder NIPS 2018
The challenge of realistic music generation: modelling raw audio at scale NIPS 2018
Learning to Decompose and Disentangle Representations for Video Prediction NIPS 2018
Joint Autoregressive and Hierarchical Priors for Learned Image Compression NIPS 2018
Generative Probabilistic Novelty Detection with Adversarial Autoencoders NIPS 2018
GumBolt: Extending Gumbel trick to Boltzmann priors NIPS 2018
Variational Memory Encoder-Decoder NIPS 2018
Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder ACL 2018
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization ACL 2018
EmotionX-AR: CNN-DCNN autoencoder based Emotion Classifier ACL 2018
Extracting Invariant Features From Images Using An Equivariant Autoencoder ACML 2018
Deep Embedded Clustering with Data Augmentation ACML 2018
VAE with a VampPrior AISTATS 2018
Robust Locally-Linear Controllable Embedding AISTATS 2018
A K-Competitive Autoencoder for Aggression Detection in Social Media Text COLING 2018
Unsupervised Sentence Compression using Denoising Auto-Encoders CONLL 2018
Deformable Shape Completion With Graph Convolutional Autoencoders CVPR 2018
Exploring Disentangled Feature Representation Beyond Face Identification CVPR 2018
Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution CVPR 2018
CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM CVPR 2018