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Autoencoders

1095 directly classified papers

Papers per year

Papers

Hashing With Binary Autoencoders CVPR 2015
Autoencoder Trees ACML 2015
Efficient Representations for Lifelong Learning and Autoencoding COLT 2015
Domain Generalization for Object Recognition With Multi-Task Autoencoders ICCV 2015
On Deep Multi-View Representation Learning ICML 2015
MADE: Masked Autoencoder for Distribution Estimation ICML 2015
Learning Coarse-to-Fine Sparselets for Efficient Object Detection and Scene Classification CVPR 2015
Learning Discriminative Reconstructions for Unsupervised Outlier Removal ICCV 2015
Deep Generative Stochastic Networks Trainable by Backprop ICML 2014
Deep AutoRegressive Networks ICML 2014
Who Do I Look Like? Determining Parent-Offspring Resemblance via Gated Autoencoders CVPR 2014
Learning Sparsely Used Overcomplete Dictionaries COLT 2014
Marginalized Denoising Auto-encoders for Nonlinear Representations ICML 2014
Learning Ordered Representations with Nested Dropout ICML 2014
Structured Denoising Autoencoder for Fault Detection and Analysis ACML 2014
An Autoencoder Approach to Learning Bilingual Word Representations NIPS 2014
Sample Distillation for Object Detection and Image Classification ACML 2014
Stacked Progressive Auto-Encoders (SPAE) for Face Recognition Across Poses CVPR 2014
Simple Sparsification Improves Sparse Denoising Autoencoders in Denoising Highly Corrupted Images ICML 2013
Robust Object Tracking with Online Multi-lifespan Dictionary Learning ICCV 2013
Stochastic Ratio Matching of RBMs for Sparse High-Dimensional Inputs NIPS 2013
Adaptive Multi-Column Deep Neural Networks with Application to Robust Image Denoising NIPS 2013
Learning Multiple Non-linear Sub-spaces Using K-RBMs CVPR 2013
Semi-supervised Learning of Feature Hierarchies for Object Detection in a Video CVPR 2013
Weakly Supervised Learning of Mid-Level Features with Beta-Bernoulli Process Restricted Boltzmann Machines CVPR 2013