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Autoencoders

1095 directly classified papers

Papers per year

Papers

Wavelets on Graphs via Deep Learning NIPS 2013
On autoencoder scoring ICML 2013
Generalized Denoising Auto-Encoders as Generative Models NIPS 2013
Learning a Deep Compact Image Representation for Visual Tracking NIPS 2013
Gated Autoencoders with Tied Input Weights ICML 2013
On Nonparametric Guidance for Learning Autoencoder Representations AISTATS 2012
Online Incremental Feature Learning with Denoising Autoencoders AISTATS 2012
Learning the Architecture of Sum-Product Networks Using Clustering on Variables NIPS 2012
Image Denoising and Inpainting with Deep Neural Networks NIPS 2012
Deep Representations and Codes for Image Auto-Annotation NIPS 2012
Nonparametric Guidance of Autoencoder Representations using Label Information JMLR 2012
ICA with Reconstruction Cost for Efficient Overcomplete Feature Learning NIPS 2011
The Manifold Tangent Classifier NIPS 2011
Dynamic Pooling and Unfolding Recursive Autoencoders for Paraphrase Detection NIPS 2011
Learning Sparse Representations of High Dimensional Data on Large Scale Dictionaries NIPS 2011
Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion JMLR 2010
Measuring Invariances in Deep Networks NIPS 2009
Differentiable Sparse Coding NIPS 2008
Spectral Hashing NIPS 2008
Efficient Learning of Sparse Representations with an Energy-Based Model NIPS 2006