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Autoencoders

1,154 papers

Papers per year

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Papers

Structured Variationally Auto-encoded Optimization ICML 2018
Learning Dynamics of Linear Denoising Autoencoders ICML 2018
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search ICML 2018
Disentangled Sequential Autoencoder ICML 2018
Adversarially Regularized Autoencoders ICML 2018
Zero Shot Learning via Low-rank Embedded Semantic AutoEncoder IJCAI 2018
Deep into Hypersphere: Robust and Unsupervised Anomaly Discovery in Dynamic Networks IJCAI 2018
Self-Supervised Deep Low-Rank Assignment Model for Prototype Selection IJCAI 2018
ANRL: Attributed Network Representation Learning via Deep Neural Networks IJCAI 2018
3D-PhysNet: Learning the Intuitive Physics of Non-Rigid Object Deformations IJCAI 2018
Siamese Recurrent Auto-Encoder Representation for Query-by-Example Spoken Term Detection INTERSPEECH 2018
Auditory Filterbank Learning Using ConvRBM for Infant Cry Classification INTERSPEECH 2018
Information Encoding by Deep Neural Networks: What Can We Learn? INTERSPEECH 2018
Scalable Factorized Hierarchical Variational Autoencoder Training INTERSPEECH 2018
Audio-visual Voice Conversion Using Deep Canonical Correlation Analysis for Deep Bottleneck Features INTERSPEECH 2018
Learning Word Embeddings: Unsupervised Methods for Fixed-size Representations of Variable-length Speech Segments INTERSPEECH 2018
Full Bayesian Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery INTERSPEECH 2018
Comparison of Unsupervised Modulation Filter Learning Methods for ASR INTERSPEECH 2018
Monoaural Audio Source Separation Using Variational Autoencoders INTERSPEECH 2018
Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes INTERSPEECH 2018
auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks JMLR 2018
Connections with Robust PCA and the Role of Emergent Sparsity in Variational Autoencoder Models JMLR 2018
Representation Learning Approaches to Detect False Arrhythmia Alarms from ECG Dynamics MLHC 2018
Lightweight Unsupervised Deep Loop Closure RSS 2018
Neural Variational Inference and Learning in Undirected Graphical Models NIPS 2017