Tag: generative-model

10 Can some one help me understand this paragraph from Nvidia's progressive gan paper? 2018-06-06T23:27:24.313

7 Understanding notation of Goodfellow's GAN objective function 2019-04-12T20:53:48.807

5 Why are Variational autoencoder's output is blurred while GANs output is crisp and has sharp edges? 2018-11-09T18:08:51.777

5 Context-based gap-fill face posture-mapper GAN 2019-11-13T19:35:12.587

4 Looking to build, compile, and/or find dataset for serial-parallelized code examples 2018-04-06T00:09:08.880

4 Are deep learning models suitable for training with sparse data? 2018-08-01T08:23:22.073

4 Class Restriction in Generative Adversarial Networks 2018-10-27T15:45:28.137

4 Does MMD-VAE solve the problem of blurred images of vanilla VAEs? 2019-11-19T14:57:33.023

3 How to evaluate the goodness of images generated by GANs? 2018-03-07T06:17:34.207

3 Why is the last layer of a DBN or DBM used for classification task? 2019-01-11T09:20:37.030

3 Do we also need to model a probability distribution for the decoder of a VAE? 2019-03-29T23:57:01.980

3 How do we ensure that training GANs will fall in the desirable Nash equilibrium? 2019-04-09T20:55:12.253

3 What parameters can be tweaked to avoid a generator or discriminator loss collapsing to zero when training a DC-GAN? 2019-06-28T19:45:57.840

3 Which approach can I use to generate text based on multiple inputs? 2019-07-28T16:16:44.443

3 How can we find find the input image which maximizes the class-probability for an ANN? 2019-09-19T17:55:58.390

3 Speaker Identification / Recognition for less size audio files 2020-01-04T13:40:43.557

3 Creating an AI than can learn to give instructions 2020-01-06T19:03:49.300

3 Is there any way of generating fixed-length sequences with RNNs? 2020-03-26T03:27:49.260

2 Coding CGAN paper model in Keras 2018-04-13T03:14:47.773

2 Performance Evaluation Metrics used in Training, Validation and Testing 2018-04-14T11:58:29.497

2 How do GAN's generator actually work? 2018-07-15T06:06:39.910

2 Why do we use $D(x \mid y)$ and not $D(x,y)$ in conditional generative adversarial networks? 2018-09-15T06:05:05.613

2 What kind of distributions can be used to model discrete latent variables? 2018-11-21T14:44:26.623

2 Is there a mathematical example for Conditional Random Fields? 2018-12-13T09:44:01.557

2 Confusing on GAN loss function 2019-01-14T18:11:35.290

2 How do PGMs factor in to modern ML? 2019-02-05T21:22:43.773

2 How important is it that the generator of a generative adversarial network doesn't take in information about input classes? 2019-04-14T15:01:29.503

2 How do GANs create an image with specific characteristics? 2019-05-29T23:12:22.280

2 Other deep learning image generation techniques besides GANs? 2019-05-30T20:29:22.730

2 Can GANs be used to generate matching pairs to inputs? 2019-06-08T15:50:42.047

2 What is the purpose of the noise injection in the generator network of a GAN? 2019-07-24T11:52:05.077

2 How exactly does adversarial training help in handling mode-collapse in generative networks? 2019-11-11T16:09:48.093

2 Are there any general tips for troubleshooting a VAE when apparently it is not learning? 2019-11-15T03:08:08.313

2 Giving an AI a purpose to talk 2019-12-16T18:41:13.057

2 What is the input for the prior model of VQ-VAE? 2019-12-22T06:08:37.673

2 Improving graph decoder network 2019-12-27T02:14:11.943

2 Is it feasible to use GAN for high-quality image synthesis other than human faces? 2020-01-29T03:56:33.950

2 Suggestion on image inpainting algorithm 2020-02-23T11:57:20.470

2 Should the RL agent be trained in an environment with real-world data or with a synthetic model? 2020-03-10T15:44:34.383

2 Do I have to downsample the input and upsample the output of the neural network when implementing the NICE algorithm? 2020-04-01T06:55:19.237

2 Why do hypercube latent spaces perform poorer than Gaussian latent spaces in generative neural networks? 2020-05-13T13:32:01.890

1 Why do we need Upsampling and Downsampling in Progressive Growing of Gans 2018-08-16T17:41:27.630

1 How can AI be used to more reliably analyze and plan around the tie between climate and emissions? 2018-09-13T06:36:13.017

1 Adding voices to voice synthesis corpuses 2018-09-16T14:55:08.080

1 Stack for Automatic 3D Mesh Generation 2018-10-03T09:44:28.433

1 What is the goal of the model and is the training data relevant to that? 2019-03-29T04:25:36.700

1 How to get good results with GAN and some thousands of images? 2019-04-02T06:28:09.127

1 Wasserstein GAN with non-negative weights in the critic 2019-08-29T09:00:25.407

1 What's a good generative model for creating valid formats of a person's name? 2019-10-19T19:17:05.203

1 Why does the discriminator minimize the cross-entropy while the generator maximize it? 2019-10-24T10:17:46.843

1 Which generative methods are better for generating graphs, while preserving node and edge labels? 2020-02-20T13:30:39.850

1 GANs: Should Generator update weights when Discriminator says false continuously 2020-02-28T23:23:45.153

1 Corporation mechanism to simulate the christian Religion psychic model and build AI Algorithms 2020-03-01T15:39:03.747

1 Using DCGAN on a (very small) dataset of art 2020-04-22T12:05:46.760

1 Why is this variable in equation 2 of the SQAIR paper a random vector of $n$ ones followed by a zero? 2020-04-30T08:37:46.187

1 How do I sample conditionally from deep belief networks? 2020-06-03T12:25:28.967

1 Concrete example of how transposed convolutions are able to *add* features to an image 2020-07-06T03:30:24.667

1 What is meant by degrees of freedom of latent variables? 2020-07-14T08:04:50.097

0 Neural network to get input attributes using only the output value 2018-03-07T08:41:55.487

0 Which libraries can be used for image caption generation? 2019-04-26T13:58:43.330

0 If the goal of training of a GAN is to have $P_g=P_{data}$, shouldn't this produce the exact same images? 2019-07-19T11:18:03.643

0 Query regarding the minmax loss function formulation of the training of a Generative Adversarial Network (GAN) 2019-07-23T16:46:09.163

0 How to change this RNN text classification code to become text generation code? 2019-09-20T15:57:15.957

0 Conditional Variational Autoencoder - NON Image Data 2020-06-03T08:57:50.683

0 How to combine several chatbots into one? 2020-06-17T16:39:32.947

0 Generalizability of Generative Adversarial Imitation Learning (GAIL) method 2020-06-30T14:05:35.657

0 Finding the energy function given update rule of a single layer non-linear neural network 2020-08-01T22:07:21.563