Tag: autoencoder

15 Why are autoencoders for dimension reduction symmetrical? 2017-10-13T05:25:23.793

11 How can autoencoders be used for clustering? 2017-12-15T18:08:11.380

10 Transforming AutoEncoders 2015-10-30T15:59:38.850

10 Why is Reconstruction in Autoencoders Using the Same Activation Function as Forward Activation, and not the Inverse? 2016-01-12T23:39:55.800

10 Does it make sense to train a CNN as an autoencoder? 2017-03-21T12:53:56.477

10 Robustness of ML Model in question 2018-09-07T20:53:48.683

10 What is "posterior collapse" phenomenon? 2019-04-09T12:50:21.003

10 What is the difference between an autoencoder and an encoder-decoder? 2019-06-18T00:23:56.140

8 Difference: Replicator Neural Network vs. Autoencoder 2016-06-15T18:59:58.047

8 Which type auto encoder gives best results for text 2018-03-25T20:43:33.720

8 Transform an Autoencoder to a Variational Autoencoder? 2019-03-11T06:09:46.797

7 Convolutional autoencoders not learning 2016-11-23T10:22:55.987

7 Why my training and validation loss is not changing? 2017-06-09T05:16:41.053

7 Using an autoencoder for anomaly detection on categorical data 2018-07-09T15:53:37.967

7 How can I prove bottleneck layer of my CNN auto encoder contain useful information? 2018-09-19T08:10:29.910

7 Validation loss is lower than the training loss 2018-10-14T13:16:02.000

7 How does an encoder-decoder network work? 2019-08-25T14:08:08.930

7 What is an autoencoder? 2020-08-17T10:34:00.753

6 Stuck on deconvolution in Theano and TensorFlow 2016-02-09T19:43:01.207

6 Tips and tricks for designing time-series variational autoencoders 2017-03-30T22:53:45.133

6 How does u-net work? 2018-01-29T16:24:02.347

5 do autoencoders work well for non images? 2016-01-31T19:09:31.433

5 Understanding autoencoder loss function 2016-12-06T22:43:19.713

5 Keras autoencoder not converging 2017-10-13T00:02:32.203

5 Unsupervised feature reduction for anomaly detection with autoencoders 2017-11-28T12:27:51.053

5 Latent loss in variational autoencoder drowns generative loss 2018-07-19T15:49:56.233

5 Why maximize ELBO in the variational autoencoder? 2019-05-21T22:22:19.980

5 How to scale outputs from AutoEncoder from multiple models? 2019-06-05T11:33:58.240

4 How design a autoencoder architecture 2018-09-10T16:10:38.060

4 Autoencoders for the compression of time series 2019-10-01T13:10:58.550

4 How to extract features from the encoded layer of an autoencoder? 2019-12-08T12:27:19.273

4 Transformer-based architectures for regression tasks 2020-05-26T18:03:35.377

4 1D CNN Variational Autoencoder Conv1D Size 2021-02-21T20:48:41.713

3 How does strided deconvolution works? 2015-12-05T10:24:32.533

3 Ordered elements of feature vectors for autoencoders? 2017-03-28T00:07:37.103

3 What is the purpose of the discriminator in an adversarial autoencoder? 2017-07-25T02:35:31.657

3 How to implement a convolutional autoencoder? 2017-11-03T16:56:19.410

3 What exactly is the input of decoder in autoencoder setup 2017-12-05T13:52:29.013

3 Using an autoencoder to mimic independent component analysis? 2017-12-18T17:14:07.607

3 Autoencoder behavior with All White/Black MNIST 2017-12-21T11:21:31.917

3 Basic encoder-decoder architecture 2018-03-09T16:31:13.517

3 Is there any clear tutorial for how to use AutoEncoders with text as input 2018-05-16T11:25:47.463

3 Encoder-Decoder Sequence-to-Sequence Model for Translations in Both Directions 2018-08-01T13:30:11.267

3 Fluctuating accuracy of Autoencoder 2018-09-03T12:34:40.793

3 What mu and sigma vector really mean in VAE? 2018-09-24T15:21:47.983

3 Variational auto-encoders (VAE): why the random sample? 2019-03-15T23:54:04.297

3 What is the best architecture for Auto-Encoder for image reconstruction? 2019-04-22T09:25:25.467

3 How to check quality of latent space like in β-VAE article? 2019-05-16T09:49:53.727

3 Autoencoder: using cosine distance as loss function 2019-09-10T04:51:39.557

3 Unable to transform (greatly performing) Autoencoder into Variational Autoencoder 2019-12-30T22:37:09.413

3 Chess deep learning siamese network overfitting when shouldn't in theory 2020-02-29T14:39:51.687

3 VAE generates bad images. due to unbalanced loss functions? 2020-05-27T21:04:15.900

3 Why KL Divergence instead of Cross-entropy in VAE 2020-09-24T01:10:41.527

2 Is there any implementation of Recursive Auto Encoders in Tensorflow? 2016-05-06T16:59:20.173

2 Does anyone could help me to understand what is the autoencoders? 2016-10-27T13:54:29.657

2 Autoencoder for cleaning outliers in a surface 2017-08-09T16:00:45.103

2 Feature extraction using autoencoder and assigning sub-features to the classes 2017-09-11T07:42:50.650

2 How to scale data for LSTM autoencoder? 2018-01-12T02:33:31.240

2 Autoencoder for anomaly detection from feature vectors 2018-01-25T13:36:24.913

2 how to find classification accuracy in autoencoders? 2018-01-26T15:38:54.597

2 Right Way to Input Text Data in Keras Auto Encoder 2018-02-04T08:10:30.480

2 How were auto encoders used to intialize deep neural networks? 2018-02-06T10:12:19.673

2 Under what conditions should an autoencoder be chosen over kernel PCA? 2018-02-09T10:28:03.183

2 How to build an encoder using a distance matrix 2018-02-18T14:59:58.727

2 what's the difference between autoencoder and autoassociative neural networks? 2018-04-19T14:59:49.990

2 why is mse training drastically different from the begining of each training with Encoder-Decoder 2018-05-03T23:46:44.320

2 Preprocessing and dropout in Autoencoders? 2018-06-10T12:59:03.130

2 Training Encoder-Decoder using Decoder Outputs 2018-07-07T14:20:51.903

2 What is meant by 'training patch size'? 2018-07-12T11:49:37.663

2 Variational Autoencoder TIme Series 2018-07-12T19:06:30.113

2 Why don't we want Autoencoders to perfectly represent their training data? 2018-07-27T17:15:25.163

2 How do you know if your Autoencoder network is fully connected? 2018-08-07T07:58:03.480

2 What is an intuitive explanation for the Importance Weighted Autoencoder? 2018-10-03T10:07:40.587

2 Build an Autocomplete model for document titles 2018-12-29T07:50:34.140

2 What is the difference between KL-divergence, JS-divergence, Wasserstein distance and MMD? 2019-03-17T00:21:29.403

2 Variational AutoEncoder giving negative loss 2019-04-05T14:25:07.823

2 What do we visualize in showing a VAE latent space? 2019-04-09T15:30:23.827

2 IndexError: list index out of range 2019-05-02T21:08:31.693

2 How smaller does the input data get reduced in a LSTM autoencoder 2019-05-26T14:43:22.257

2 Intractability in Variational Autoencoders 2019-06-13T22:24:04.727

2 Why do we use a softmax activation function in Convolutional Autoencoders? 2019-06-15T05:37:57.420

2 Can autoencoders take time series into account? 2019-07-02T11:15:26.547

2 Keras - Autoencoder different from Encoder + Decoder 2019-10-13T21:27:30.687

2 Results are too good.. what is wrong? How to predict correctly? 2019-11-05T10:13:51.247

2 Are Denoising Variational Autoencoders deterministic? 2019-12-02T19:33:49.983

2 Loss function for Autoencoder of sparse 3D Image 2019-12-27T18:49:56.270

2 Variational Autoencoder Latent Space size 2020-01-29T20:58:37.767

2 Keras: DepthwiseConv3DTranspose or doing transposed Conv. with a Conv. layer 2020-03-03T13:08:35.427

2 How do I iterate over my images in dataset? 2020-04-24T11:44:51.650

2 How to choose the good number dimension of autoencoder? 2020-07-04T03:29:52.983

2 Is it possible to compress a sequence of numbers through an autoencoder? 2020-07-12T20:29:07.987

2 What is the best way for synthetic data generation while maintaining privacy? 2020-07-17T18:38:34.417

2 Deep Continious Clustering algorithm - just one output cluster 2020-10-11T00:15:25.647

1 Behavioral Differences between Standard Autoencoder and Variational Autoencoder 2016-04-12T19:57:51.047

1 Optimizing the distribution on an unknown of input / Data Audit Pattern 2016-06-15T19:32:42.153

1 What are the advantages/disadvantages of using Autoencoders over CNNs for image search? 2016-06-17T01:18:57.753

1 What would be the best way to impute data? 2016-09-13T10:21:50.330

1 Retain similarity distances when using an autoencoder for dimensionality reduction 2017-04-02T23:37:59.717

1 Why my loss is negative while training SAE? 2017-06-01T10:44:17.530