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Autoencoders

1095 directly classified papers

Papers per year

Papers

Unsupervised Discovery of Object Landmarks as Structural Representations CVPR 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
Generative Probabilistic Novelty Detection with Adversarial Autoencoders NIPS 2018
GumBolt: Extending Gumbel trick to Boltzmann priors NIPS 2018
Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics MLHC 2018
3D-PhysNet: Learning the Intuitive Physics of Non-Rigid Object Deformations IJCAI 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
Audio-visual Voice Conversion Using Deep Canonical Correlation Analysis for Deep Bottleneck Features INTERSPEECH 2018
Adversarially Regularized Autoencoders ICML 2018
ANRL: Attributed Network Representation Learning via Deep Neural Networks IJCAI 2018
Exploring Disentangled Feature Representation Beyond Face Identification CVPR 2018
Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder EMNLP 2018
Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks EMNLP 2018
Delta-encoder: an effective sample synthesis method for few-shot object recognition NIPS 2018
Unsupervised Sentence Compression using Denoising Auto-Encoders CONLL 2018
Deep Embedded Clustering with Data Augmentation ACML 2018
Extracting Invariant Features From Images Using An Equivariant Autoencoder ACML 2018
Associative Multichannel Autoencoder for Multimodal Word Representation EMNLP 2018
Disentangled Sequential Autoencoder ICML 2018
Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings ICML 2018
Comparison of Unsupervised Modulation Filter Learning Methods for ASR INTERSPEECH 2018
Learning Universal Sentence Representations with Mean-Max Attention Autoencoder EMNLP 2018
Deep into Hypersphere: Robust and Unsupervised Anomaly Discovery in Dynamic Networks IJCAI 2018