Tag: generative-models

12 When to use Stateful LSTM? 2018-01-15T20:51:20.910

11 Find optimal P(X|Y) given I have a model that has good performance when trained on P(Y|X) 2017-12-26T13:23:28.223

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

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

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

6 Best way to generate artificial handwritten text? 2018-02-24T07:36:45.440

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

6 Could GANs be used to augment data? 2019-12-23T08:48:57.390

6 Is it possible to use a generative model to "share" private data? 2020-03-04T15:39:01.283

5 Real world example of Generative model & Discriminative model 2018-05-24T05:37:48.530

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

4 Common Techniques to Generate from a Regression Neural Network Model 2018-06-05T14:52:15.320

3 How to convert night image to day image? 2018-05-09T10:41:21.967

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 What NN architecture to predict fantasy character names based on description? 2019-01-16T03:25:57.377

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

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

3 How to supress previous results in a generative network? 2020-01-08T18:45:56.510

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

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 Gradient of a sum 2018-05-08T14:54:44.450

2 Can Generative Adversarial Network be run on any embedded / edge device? 2018-08-27T07:24:43.907

2 How to understand log-likelihood for generative image model? 2018-09-12T10:19:39.963

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

2 What is the interpretation of the expectation notation in the GAN formulation? 2019-02-15T20:25:52.277

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

2 Rescaling simulations by machine learning 2019-10-14T22:25:17.897

2 Why are discriminative models denoted as $P\left(Y|X\right)$? 2019-10-30T20:18:41.833

2 Time Series Generation - Multi Dimensional Time Series Data 2019-11-21T08:42:37.377

2 Discriminator of a Conditional GAN with continuous labels 2019-12-01T23:19:07.423

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

2 Why joint probability in generative models? 2020-01-03T17:22:56.780

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

2 Create an RNN on text sources with different lengths 2020-01-22T21:52:06.047

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

2 Transformer masking during training or inference? 2020-08-26T17:35:55.427

2 How to build Generative Model when we have more than one variable 2020-10-11T15:24:14.830

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

1 Text generation using Tensor Factorization 2017-09-28T10:25:11.403

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

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

1 Vector Arithmetic using WGAN-GP (Wasserstein GANs with Gradient Penalty) 2018-06-12T17:03:42.970

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

1 What exactly does generator produce in DCGANs? 2018-07-08T07:26:29.113

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

1 Implementation of GANs 2018-07-21T16:10:56.470

1 How can generative models be used in machine learning classification applications? 2018-09-03T12:40:58.797

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

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

1 Make embedding more Gaussian-like 2019-01-21T11:53:15.800

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

1 Understanding notation of Goodfellow's GAN objective function 2019-04-13T09:55:33.160

1 When is bias set to False? 2019-05-31T07:54:00.590

1 How discriminator knows if the image is real or fake at the initial phase? 2019-07-05T08:31:19.037

1 Are mainstream pre-trained models useful as discriminators? 2019-07-17T13:56:09.180

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 Why Generator error increases after some epoch 2019-07-29T07:26:20.533

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

1 Is it faster and better to train a GAN on just one digit as opposed to the whole mnist dataset? 2019-10-10T20:51:41.527

1 Image Quality Assessment Algorithms 2019-10-30T03:59:39.533

1 How does joint probability generate new data in generative model 2019-11-29T09:20:48.410

1 CycleGAN: Generator losses don't decrease, discriminators get perfect 2020-01-29T19:01:03.227

1 GAN: Discriminator converges, generator learns almost nothing 2020-01-31T09:53:26.683

1 Reinforcement learning in bidirectional RNN 2020-02-28T01:22:25.920

1 How can I know my GAN does converge? 2020-03-19T08:26:52.897

1 Is the hyperbolic tangent function a solution to the weight clipping problem of WGAN? 2020-03-20T23:08:54.663

1 Why -logD trick in GANs training work? 2020-04-06T05:48:12.053

1 Limits of generative models 2020-04-13T16:36:23.740

1 MNIST GAN generator loss increasing 2020-05-29T22:40:17.840

1 Fine tuning Conditional GANs for low data scenarios 2020-07-11T03:38:17.007

1 Magenta MusicVAE/GrooVAE conditioning 2020-07-22T08:52:37.707

1 Checkerboard artefacts vs distinct objects in GANs 2020-07-22T11:17:11.683

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

1 Using GANs to generate synthetic tabular data to improve supervised learning 2020-12-08T08:47:38.173

1 What are the motion planning benchmarks? 2020-12-28T21:27:26.890

0 Using Generative Adversarial Network to generate Single Image 2018-02-12T09:08:17.440

0 Image to image translation from image to sketch using GANs, do I need to annotated the face at all? 2018-04-12T20:37:53.160

0 Generative network understanding 2019-05-22T10:17:45.653

0 Issues related to the code for ROI pooling from the feature map 2019-06-29T09:36:08.960

0 What does this symbol means, what operator is it? 2019-07-19T04:37:08.333

0 Why does discriminiator accuracy falls to 0%, and is there a fix around this? 2019-07-23T01:09:44.877

0 WGAN-GP slow critic training time 2019-09-17T07:55:29.553

0 Why does the generator produce output in a different scale than the training sample? 2019-10-20T11:17:25.043

0 What is a latent space vector? 2019-10-30T19:04:23.850

0 Are there some research papers about text-to-set generation? 2019-12-10T03:13:26.813

0 CycleGAN on keras provides an error 2020-02-12T01:54:16.243

0 Instance segmentation and scene reconstruction 2020-03-07T19:44:42.220

0 How do Deep Auto-regressive models (like language generation models) take in 0-k previous tokens as input? 2020-03-31T20:13:24.777

0 Keras: Implementing paired Data Augmentation into Pix2Pix cGAN confusion 2020-04-19T20:24:14.553

0 Using DCGAN on a (very small) dataset of art 2020-04-21T18:41:50.293

0 Order of importance of hyperparameters 2020-04-22T06:23:22.437

0 WGAN training tradeoffs 2020-05-05T12:02:43.670

0 generative models visualizations 2020-05-14T15:54:24.023

0 Is it possible to train stylegan2 with a custom dataset using a graphics card that only has 6GB of VRAM (GeForce GTX 1660)? 2020-05-22T17:26:03.253

0 How to make custom callback in keras to generate sample image in VAE training? 2020-05-23T14:47:07.573