Tag: autoencoder

1 Autoencoders versus Word2Vec? 2017-11-06T17:31:57.403

1 Can't interpret the text information and ratings matrix imported to NN 2018-01-15T15:28:09.020

1 How to interpret long equations in Deep Learning papers 2018-01-17T04:02:59.067

1 Adapting the Keras variational autoencoder for denoising images 2018-01-28T08:38:13.387

1 General unsupervised learning strategy when using convolutional autoencoder (CAE) 2018-01-31T17:15:29.013

1 How to create a simple Autoencoder to select features from high dimensional dataset 2018-02-06T16:53:27.430

1 two autoencdoers learned by two similar vectors (each one with its own). Similarity of hidden layer vectors will be the same? 2018-03-07T12:41:57.170

1 Keras VAE example loss function 2018-04-23T21:43:19.063

1 Pretraining neural net example in Aurelien Geron's book 2018-05-02T02:09:59.287

1 Using vector of floating points as labels for input data in a CVAE 2018-05-08T15:56:29.513

1 Using DONUT algorithm with keras 2018-07-18T09:03:05.000

1 Autoencoder ambivalent about order of input data? 2018-08-07T22:36:13.987

1 Cross validation for anomaly detection using autoencoder 2018-08-24T13:32:14.750

1 Preserve colour in convolutional autoencoder 2018-09-11T09:51:35.350

1 More weightage to a categorical feature for an Autoencoder model 2018-09-18T08:30:23.310

1 Quantifying feature importances using Auto-encoders 2018-09-19T04:35:13.810

1 Is train/test-Split in unsupervised learning of neural network necessary? 2018-10-05T19:43:35.990

1 Do anomalous input features to autoencoder result in high errors on the corresponding output features? 2018-11-20T20:31:36.623

1 What is the mathematical definition of the latent space 2018-11-24T09:15:27.277

1 Training 128x128 autoencoders on 512x512 images, produces strange gridline after recombining 2018-11-25T06:38:27.020

1 Training multiple keras models and combining outputs to determine losses 2018-12-10T12:09:01.243

1 Any heuristic for minimal DCGAN latent space dimension? 2019-02-04T21:25:49.653

1 Autoencoder doesn't learn to reduce dimesions 2019-02-13T17:18:16.983

1 Train autoencoder on 1D data with high and low amplitudes 2019-02-17T13:24:50.457

1 Autoencoder Dimensionality Error 2019-02-21T16:25:05.660

1 How to set the Reconstruction error threshold for anomaly detection using autoencoders? 2019-02-22T10:33:08.797

1 Tensor Shape 'Reshape' during the dataflow 2019-03-17T03:44:52.727

1 Understanding ELBO Learning Dynamics for VAE? 2019-03-24T17:21:20.190

1 Why use Variational Autoencoders VAE instead of Autoencoders AE in Anomaly Detection? 2019-04-03T15:39:26.900

1 How is the standard deviation of VAE's obtained? 2019-04-08T12:09:09.893

1 How to explain get_weight with autoencoder in keras? 2019-04-20T17:10:31.527

1 Autoencoder gets ~0% accuracy / doesn't train at all 2019-05-27T14:50:21.207

1 How to calculate compression ratio when using autoencoder in neural network 2019-06-22T14:12:40.030

1 How do I get similarity with autoencoders 2019-07-08T20:22:14.463

1 Optimizing parameters for CNN autoencoder based on training and validation loss 2019-07-19T23:08:56.543

1 How can one be assured that generative models are not memorizing dataset, and that they will generate an unique image outside of dataset? 2019-07-22T01:22:56.013

1 How to calculate a location prior in CT's based on atlas segmentation? 2019-07-23T08:23:05.777

1 Which algorithm can be used to reduce dimension of multiple time series? 2019-07-28T09:55:22.607

1 Fully Convolutional Variational Autoencoder 2019-08-17T14:16:38.040

1 Disadvantages of Mean Squared Error? 2019-09-01T05:14:20.883

1 Autoencoders linear latent space 2019-09-04T19:00:07.643

1 Autoencoder or layer-based dimensionality reduction? 2019-09-22T17:58:15.850

1 chatbot encoder/decoder: why do we need to use chatbot answer as the decoder inputs? 2019-11-14T06:36:41.527

1 How to estimate total correlation KL[q(z)||Πjq(zj)] of VAE after training (useful for latents disentanglement evaluation) 2019-11-29T08:20:04.733

1 Steps on how to use autoencoders to reduce dimensions 2019-12-01T05:54:40.497

1 How to use Variational Autoencoder's μ and σ with user-generated z? 2019-12-02T15:02:05.710

1 Dense output from neural network 2019-12-12T19:15:56.860

1 Issue with implementation of Sequence to Sequence Autoencoder 2019-12-17T14:30:02.090

1 How to train the machine so that it can give 'out of bound/classes' as an output for neural network 2020-01-07T09:12:18.157

1 Analogy between Autoencoder and PCA 2020-02-09T16:34:36.277

1 What is the feedforward network in a transformer trained on? 2020-02-13T14:09:33.973

1 Seq2Seq for sentence correction 2020-03-08T08:45:40.717

1 How to encode data for a semi-supervised Adversial Autoencoder (AAE)? 2020-03-10T08:41:18.117

1 Autoencoder for Dimensionality Reduction - varying result - parameter tuning 2020-03-10T16:02:54.020

1 How to feed multiple asymmetric inputs to LSTM layer? 2020-03-26T10:12:04.797

1 SPC vs Autoencoders in anomaly detection 2020-03-29T01:56:33.030

1 Creating a sub-model from pre-trained model 2020-04-06T10:01:47.137

1 Issue with custom loss function including parameters in keras autoencoder 2020-04-07T09:08:31.823

1 Ngram based Langauge Models learned using an Encoder-Decoder Model 2020-04-10T09:25:30.603

1 CycleGAN vs. AutoEncoder for transforming sketches into images 2020-04-20T14:21:00.807

1 Identify the parameter causing the anomaly in a multivariate dataset 2020-05-31T17:21:55.527

1 Information compression for variable input size 2020-06-15T18:38:28.433

1 Using Iterative Hard/Soft Thresholding in autoencoder with non linear activation 2020-07-19T00:21:20.103

1 Why autoencoders work well for outlier detection? 2020-07-20T06:39:22.087

1 Data augmentation for recommendation systems 2020-07-30T07:31:17.830

1 Autoencoder feature extraction plateau 2020-08-13T19:28:51.407

1 Autoencoder fails to reconstruct 2020-08-19T13:43:06.067

1 Training a Variational Autoencoder (VAE) for Random Number Generation 2020-08-30T20:06:33.100

1 Is window based sequencing a good idea to obtain more training data for LSTMs? 2020-09-18T06:15:58.943

1 Do all autoencoders perform dimensionality reduction 2020-10-04T08:24:47.540

1 Sampling for the encoder part of the VAE 2020-10-08T08:22:31.307

1 Can we use feature selection and dimensionality reduction together? 2020-10-14T14:01:34.460

1 Autoencoder for Extremely Sparse Data 2020-10-15T05:05:40.713

1 How does bottleneck layer reduce computations without compromising with performance? 2020-10-22T12:29:23.363

1 Which is the best way to select categorical features with Autoencoders in Python? 2020-11-09T10:46:16.400

1 How to cross validate WDBC.csv breast cancer classification dataset in Stacked Autoencoders? 2020-12-26T14:07:36.053

1 Auto encoders to convert black and white image? 2021-01-04T13:57:04.867

1 Is there any problem with the following Python+TF+Keras code for a custom loss function and network? 2021-02-27T02:20:15.030

0 Training the Variational Autoencoder After applying the reparameterization trick 2017-07-31T03:13:10.383

0 Softmax vs Sigmoid in RBM/Auto Encoder final layer 2018-03-21T10:25:58.073

0 What loss function should I use for auto encoders for text 2018-03-28T21:51:47.933

0 Technique to make NN (specifically autoencoders) more robust by artifcally making input data more sparse 2018-04-06T10:58:59.973

0 autoEncoder as LSTM input, any benefit? 2018-05-06T21:01:24.580

0 Encoder-Decoder performance time 2018-05-07T18:55:00.683

0 Street address clustering? 2018-07-10T07:30:45.213

0 How to use Autoencoders for outlier detection on images 2018-10-11T19:28:51.700

0 KL divergence in VAE 2018-12-10T12:21:10.047

0 what is correct way to perform normalization on data in Auto encoder? 2019-03-11T13:06:11.733

0 Help required to implement the below model using Bi-GRU 2019-03-12T14:04:21.997

0 InvalidArgumentError: incompatible shapes: [32,153] vs [32,5] , when using VAE 2019-04-09T15:04:16.117

0 Shouldn't an autoencoder with #(neurons in hidden layer) = #(neurons in input layer) be "perfect"? 2019-04-24T18:36:03.613

0 Large scale Autoencoder for friendship recommendation 2019-05-16T22:43:41.590

0 String indices must be integers 2019-06-23T11:20:34.433

0 Resize instead of transposed convolutions 2019-06-27T13:43:07.567

0 Does it make sense to train an Autoencoder for Dimensionality Reduction using Mini-Batch Gradient Descent? 2019-07-01T14:06:20.473

0 Filters in convolutional autoencoders 2019-07-03T20:50:54.380

0 Autoencoder feature extraction without validation set? 2019-07-04T06:21:48.180

0 Developing an encoder/decoder for image modification 2019-07-20T17:11:32.247

0 Comparison of performance of autoencoder with PCA 2019-07-26T16:49:57.523