Questions Tagged With autoencoder

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Graph Database + Encoder Graph = Human Brain Size Unsupervised Learning?

Aug 22 '12 at 19:09 marshallp83

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Pretraining Neural Networks: Autoencoders vs Restricted Boltzmann Machines

Oct 23 '14 at 17:19 Chet Corcos1 (asked by Andrew Gibiansky201 )

pretraining autoencoder autoencoders neural-networks rbm

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Implementation of Deep Belief Networks / Autoencoders in python

Jan 14 '13 at 04:15 Onet14 (asked by mite106 )

rbm autoencoder dbn

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Why does K-means generate such good features, especially compared to GMM?

Nov 24 '11 at 03:13 Mathieu Blondel1191 (asked by Oleg Trott246 )

autoencoder gmm dbn k-means deep-learning rbm nips

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How does one reverse the max-pooling step for a convolutional auto-encoder ?

Nov 20 '13 at 10:04 Dan Ryan406 (asked by Ankit Bhutani31 )

deep-learning theano autoencoder convolution

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Sparse Autoencoder (UFLDL) Tanh activation?

Jul 12 '12 at 22:11 PeterRabbit30

autoencoder tanh deep-learning autoencoders l-bfgs ufldl

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Practical Limitations of Spectral Hashing

Nov 21 '11 at 00:38 gdahl ♦3414 (asked by Armand Feynrich31 )

spectral semantic autoencoder lsh hashing

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Why we need sparsity for auto-encoders?

Sep 18 '14 at 01:32 sunkevin1 (asked by Upul Bandara104 )

sparsity autoencoder

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Predictive Sparse Decomposition vs Sparse AutoEncoders?

May 29 '14 at 10:34 Christian Hudon1 (asked by Max476 )

autoencoder sparse-coding deep-learning neural-networks sparse unsupervised-learning

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Why is a RBM able to be generative and an Autoencoder not?

Jul 18 '13 at 17:31 Alexandre Passos ♦25541 (asked by haarts96 )

generative rbm autoencoder

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Dropout: Input to output layer? How about Pre-training

Sep 16 '13 at 15:25 gdahl ♦3414 (asked by gerard76 )

pretraining autoencoder dropout regularization generalization deep-learning neural-networks

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How to increase the "capacity" of Auto-encoders?

Dec 28 '10 at 13:50 Oliver Mitevski872

autoencoder dbn

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Why would a "KL divergence" term enforce sparsity in autoencoders?

Oct 14 '13 at 17:35 Saul Berardo66 (asked by Max476 )

autoencoder deep-learning kl-divergence neural-networks sparse unsupervised-learning

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GPU capable code for convolutional autoencoders or RBMs?

Mar 26 '14 at 21:48 Sharath Chandra311 (asked by Tom Szumowski26 )

convolutional autoencoder network rbm unsupervised-learning gpu

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Using momentum and weight decay for training stacked denoising autoencoders

Jun 11 '13 at 19:00 LeeZamparo56

deep-learning regularization optimization autoencoder

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Dimensionality reduction with autoencoders?

Aug 05 '12 at 15:47 Joseph Turian ♦♦5790 (asked by Matt G16 )

deep-learning dimensionality-reduction ica pca autoencoder

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Denoising Autoencoder not performing on CIFAR10

Nov 15 '14 at 19:58 Saul Berardo66 (asked by haarts96 )

denoising rbm autoencoder training cifar10

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Penalize Noise in reconstruction

Jul 08 '10 at 14:21 Alexandre Passos ♦25541 (asked by Manux1 )

deep-learning autoencoder neural-networks reconstruction

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Necessary conditions on the input of autoencoders to converge?

Nov 23 '10 at 08:59 Oliver Mitevski872

autoencoder

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Feature extraction using convolution

Feb 05 '14 at 23:33 Sharath Chandra311 (asked by Issam Laradji121 )

deep-learning autoencoder convolution

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The correct way of selecting hyper parameters of a sparse auto-encoder based classification system.

Jul 23 '12 at 04:58 ogrisel4989 (asked by Upul Bandara104 )

autoencoder classification

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Auto Encoder to get small representation of big images with very little information

Jun 11 '13 at 12:28 SeanV336 (asked by Max Schumacher1 )

deep-learning representation autoencoder

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Autoencoders - classification accuracy on engineered features.

May 31 '13 at 13:02 Andreas Mueller2686 (asked by Bartosz Witkowski6 )

deep-learning mnist autoencoder feature-learning classification

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Sparse Autoencoder with dropout technique? tutorial code?

Jan 03 '14 at 17:20 Andrew Plassard1 (asked by Edwin1 )

deep-learning dropout autoencoder sparse

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DeepLearningTutorials: Using the stacked autoencoder results in almost identical semantic hashes

Jul 08 '13 at 11:54 Rolf van Dam36

deep-learning theano autoencoder

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Penalizing non-orthogonal weights in an autoencoder

Jul 22 '13 at 02:33 Phox36

pretraining autoencoder deep-learning image-processing weights neural-networks

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Manifold Tangent Classifier and the manifold hypothesis for classification

Aug 07 '12 at 09:58 Justin Bayer1706 (asked by Matt G16 )

manifold autoencoder

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Denoising autoencoder not performing optimally at test tim

Jun 11 '13 at 23:44 justonium1

autoencoders bias autoencoder noise reconstruction

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Autoencoder with linear decoding layer vs non-linear decoding layer

May 23 '13 at 06:49 Sander Dieleman1556 (asked by Infinity16 )

neural-networks autoencoder sparse

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Learning Features of Large Images

Oct 04 '13 at 15:18 gerard76

convolutional autoencoder features large-scale image dbn invariant

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