Tag: gan

15 Can we generate huge dataset with Generative Adversarial Networks 2017-04-04T11:26:17.290

15 GANs (generative adversarial networks) possible for text as well? 2017-11-18T08:31:41.403

13 How to use GAN for unsupervised feature extraction from images? 2017-03-09T13:17:33.503

11 How to calculate the output shape of conv2d_transpose? 2018-01-09T19:14:18.727

10 What are "VGG54" and "VGG22" derived from the VGG19 CNN? 2017-12-31T14:46:10.767

10 Generating images meshing up different shapes with a deep learning software automatically 2018-04-16T08:07:00.763

9 Why Gaussian latent variable (noise) for GAN? 2019-03-16T22:27:00.447

9 Train a GAN on "before and after" images of dental surgeries 2020-03-21T05:21:58.910

8 Are there any actual, commercial uses of GANs already? 2019-02-01T12:15:54.933

7 Can a GAN-like architecture be used for maximizing the value of a regression predictor? 2018-05-24T18:42:20.837

7 GAN vs DCGAN difference 2018-06-05T12:51:38.303

6 Strange patterns from GAN 2017-09-25T14:23:45.510

6 what is the main difference between GAN and autoencoder? 2019-07-04T19:11:56.107

6 Using a GAN discriminator as a standalone classifier 2020-01-09T20:34:17.780

5 GAN discriminator converging to one output 2018-03-23T23:49:50.477

5 Is it possible for a DCGAN to do regression? What are some examples of this? 2018-08-09T05:57:38.230

5 Why do most GAN (Generative Adversarial Network) implementations have symmetric discriminator and generator architectures? 2019-02-04T14:46:24.530

5 What is the difference between ImageNet and ImageNet1k? How to download it? 2019-03-17T07:58:50.430

5 GAN - am I seeing mode collapse? Common fixes not working 2019-05-02T13:14:06.643

5 How can my Pytorch based GAN output pure B&W with no grayscale? 2020-03-30T18:07:11.497

4 High level understanding of residual blocks 2017-05-18T11:28:59.690

4 CapsNet Generative adversarial network 2017-11-23T11:43:06.533

4 Adversarial Learning for Semantic Segmentation 2017-11-24T20:00:41.430

4 How and Why to rescale image range between [0,1] and [-1,1] 2019-07-25T13:52:10.010

4 Metric to evaluate words generated by Neural Network 2020-01-17T23:18:46.530

3 Explanation of generative adversarial net in Generative adversarial networks by IJ Goodfellow and et at. (2014) 2017-04-19T21:32:55.797

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

3 Loss function in GAN 2017-08-08T15:24:06.500

3 GANs and grayscale imagery colorization 2018-05-22T08:40:09.823

3 How can both generator and discriminator losses decrease? 2018-06-05T19:57:03.530

3 GAN for inpainting an image 2018-07-11T14:33:16.460

3 Why i get OOM error although my model is not that large? 2019-03-14T01:51:51.073

3 Knowing when a GAN is overfitting (sequence classification study) 2019-04-05T07:48:19.513

3 How to design the generator in generative adversarial network (GAN)? 2019-04-06T00:03:23.970

3 Where can I find out about the "Helvetica scenario"? 2019-04-23T02:35:08.833

3 How to optimize the lambdas of a hybrid loss in a deep learning model 2019-05-13T14:19:18.240

3 Implementation of the paper 'Perceptual Generative Adversarial Nets for small object detection' 2019-06-28T10:34:41.540

3 DC GAN with Batch Normalization not working 2019-08-02T18:54:35.870

3 Is it possible to use Generative Adversarial Networks (GANs) for text classification? 2019-12-17T17:45:52.873

3 Generative Adversarial Text to Image Synthesis 2020-07-08T13:05:38.787

3 Help interpreting GAN output, and how to fix it? 2020-07-22T15:59:12.740

3 How is the Gaussian noise given to this BLSTM based GAN? 2020-08-24T14:06:32.500

2 Using Generative Adversarial Networks for a generation of image layer 2017-03-07T14:57:14.243

2 Generation/Synthesis of Data with CNNs 2017-08-30T08:49:06.410

2 What does discriminator of a GAN should do? 2017-10-11T16:54:11.067

2 Why does TFLearn DCGAN not run on my GPU (on Windows)? 2018-01-14T19:15:45.697

2 Perform several different torchvision.transforms on ImageFolder object 2018-02-08T23:18:48.143

2 How to use deep learning to add local (e.g. repairing) transformations to images? 2018-02-13T18:17:02.930

2 One sided label smoothing in GANs 2018-03-07T16:14:49.050

2 WGAN is too slow what are some ways to tweak for speed ups? 2018-05-01T14:54:48.717

2 Gumbel Softmax vs Vanilla Softmax for GAN training 2018-08-06T18:25:47.753

2 Fully connected layer output explodes, but weights, gradients, and inputs all have sane values 2018-08-18T16:16:22.557

2 Can I use a GAN to increase my Dataset used for Image detection? 2018-11-19T19:12:47.323

2 How to calculate $\phi_{i,j}$ in VGG19 network? 2018-11-20T17:41:51.217

2 how to implement infoGAN's loss function in Keras' functional API 2018-12-19T21:59:20.580

2 How to train the generator in a recurrent GAN (Keras) 2019-01-05T10:22:34.430

2 Why is my generator loss function increasing with iterations? 2019-03-24T05:18:39.253

2 Generating Synthetic Image to improve the performance of classifier 2019-06-21T02:09:19.380

2 Is conditional GAN supervised learning? 2019-06-24T08:31:54.440

2 Comparsion between DCGAN and WGAN 2019-07-04T21:13:57.190

2 Different optimizers for generator and discriminator in GAN 2019-08-25T09:13:45.950

2 How different should discriminator be from generator in GAN 2019-12-22T12:47:36.030

2 One-hot encoding to embedded vector - BigGAN 2020-01-05T21:30:54.953

2 Generative Model for learning Periodic solutions 3-body/N-body problems 2020-01-16T11:28:43.227

2 Does it make sense to do train test split when trainning GANS? 2020-01-19T09:13:23.533

2 Inception Score (IS) and Fr├ęchet Inception Distance (FID), which one is better for GAN evaluation? 2020-03-11T10:00:36.387

2 GAN Loss Function Notation Clarification 2020-04-07T11:56:14.447

2 Recommendations for learning DCGANs? 2020-04-28T21:39:26.233

2 Why a GAN trained on same data and same parameters may produce different results? 2020-10-15T00:39:21.187

2 Channels in CNN/GAN 2021-01-27T12:59:29.300

1 GANs to augment training data 2017-03-15T09:21:54.283

1 Training the Discriminative Model in Generative Adversarial Neural Network 2017-08-08T14:32:30.537

1 Can the Generative Adversarial Network useful for Outlier detection and Outlier explanation in a high dimentional numerical data? 2017-08-15T12:18:25.633

1 Tensorflow: Save History of Images from Generator 2017-09-22T17:37:15.360

1 Training tensorflow to apply contrast 2017-10-22T10:35:24.227

1 Extract density estimator from discriminator (MLE method) in adversarial training 2017-11-16T20:47:25.280

1 Tips & Tricks on training DCGAN on small dataset 2018-02-07T19:57:41.273

1 Generative adversarial networks for multiple distribution noise removal 2018-02-26T02:05:36.530

1 feature selection such that features that explain target but are not correlated with confounds are picked 2018-03-21T13:03:13.213

1 Generator loss not decreasing- text to image synthesis 2018-04-08T19:23:56.427

1 GAN - why doesn't the generator nullify the noise input? 2018-05-12T13:12:38.147

1 Could someone explain to me how back-prop is done for the generator in a GAN? 2018-05-23T16:57:25.813

1 GAN to generate a custom image does not work 2018-05-30T13:04:36.797

1 Can GAN generate very happy facial expression 2018-07-02T14:37:34.607

1 GAN generator output minibatch classes order 2018-07-04T09:33:58.117

1 Random Training set for GAN's 2018-07-13T11:36:48.853

1 How to collect all variables as a list in tensorflow grouped as a function 2018-07-21T08:05:25.330

1 Why use GAN in NLG? 2018-08-07T06:51:16.210

1 Architecture Advice for training a GAN 2018-09-23T08:32:03.463

1 EGAN Paper With Confusing Notation 2018-09-29T03:36:07.350

1 Value Function of Generative Adversarial Network 2018-11-27T20:17:54.073

1 Evaluating performance of Generative Adverserial Network? 2018-12-17T22:23:49.063

1 Can a Conditional GAN be used for a regression task, where the condition can take any continuous value? 2019-01-15T12:43:59.773

1 In generative adversarial models (GANs), why should we solve min-max problem and not max-min? 2019-02-01T10:26:58.390

1 Tensorflow Deep learning network not utilizing GPU? 2019-02-10T17:13:39.747

1 Deeplearning without an objective function? 2019-02-15T18:09:57.067

1 What is meant by Average Content Distance in Videos generated by GANs? 2019-03-02T06:33:53.337

1 Keras regularizers (kernel, bias and activity) vs tf.contrib.layers.apply_regularization 2019-03-14T21:10:29.853

1 GAN optimizer settings in Keras 2019-04-12T05:29:27.760