How to design the generator in generative adversarial network (GAN)?2019 Community Moderator ElectionHow to use GAN for unsupervised feature extraction from images?What is the purpose of the discriminator in an adversarial autoencoder?Training the Discriminative Model in Generative Adversarial Neural NetworkStrange patterns from GANCould someone explain to me how back-prop is done for the generator in a GAN?Gumbel Softmax vs Vanilla Softmax for GAN trainingHow to train the generator in a recurrent GAN (Keras)Why do most GAN (Generative Adversarial Network) implementations have symmetric discriminator and generator architectures?Why is my generator loss function increasing with iterations?In CycleGAN are there two different generators and two different discriminators?
Is it possible to record a short contained sound no longer than 60 milliseconds?
How does quantile regression compare to logistic regression with the variable split at the quantile?
Why "Having chlorophyll without photosynthesis is actually very dangerous" and "like living with a bomb"?
What would happen to a modern skyscraper if it rains micro blackholes?
How do I gain back my faith in my PhD degree?
Why is 150k or 200k jobs considered good when there's 300k+ births a month?
What does "Puller Prush Person" mean?
Languages that we cannot (dis)prove to be Context-Free
Do infinite dimensional systems make sense?
Character reincarnated...as a snail
Replacing matching entries in one column of a file by another column from a different file
Convert two switches to a dual stack, and add outlet - possible here?
Watching something be written to a file live with tail
Is it possible to run Internet Explorer on OS X El Capitan?
How is the claim "I am in New York only if I am in America" the same as "If I am in New York, then I am in America?
Did Shadowfax go to Valinor?
What is the word for reserving something for yourself before others do?
A newer friend of my brother's gave him a load of baseball cards that are supposedly extremely valuable. Is this a scam?
What is a clear way to write a bar that has an extra beat?
Could an aircraft fly or hover using only jets of compressed air?
Modeling an IP Address
Paid for article while in US on F-1 visa?
Can I make popcorn with any corn?
Definite integral giving negative value as a result?
How to design the generator in generative adversarial network (GAN)?
2019 Community Moderator ElectionHow to use GAN for unsupervised feature extraction from images?What is the purpose of the discriminator in an adversarial autoencoder?Training the Discriminative Model in Generative Adversarial Neural NetworkStrange patterns from GANCould someone explain to me how back-prop is done for the generator in a GAN?Gumbel Softmax vs Vanilla Softmax for GAN trainingHow to train the generator in a recurrent GAN (Keras)Why do most GAN (Generative Adversarial Network) implementations have symmetric discriminator and generator architectures?Why is my generator loss function increasing with iterations?In CycleGAN are there two different generators and two different discriminators?
$begingroup$
I am new to GAN. And recently read a paper about how to implement GAN in recommender system here
I have a question in the paper.
The Eq (20) in the paper should be the discriminator function.
The generator should be the G_phi which is mentioned in the Eq (21) and Eq (22). However, what is definition of G_phi here?
Thanks,
neural-network deep-learning gan
asked 6 hours ago
jasonjason
1224
$endgroup$
add a comment |
$begingroup$
I am new to GAN. And recently read a paper about how to implement GAN in recommender system here
I have a question in the paper.
The Eq (20) in the paper should be the discriminator function.
The generator should be the G_phi which is mentioned in the Eq (21) and Eq (22). However, what is definition of G_phi here?
Thanks,
neural-network deep-learning gan
asked 6 hours ago
jasonjason
1224
$endgroup$
add a comment |
$begingroup$
I am new to GAN. And recently read a paper about how to implement GAN in recommender system here
I have a question in the paper.
The Eq (20) in the paper should be the discriminator function.
The generator should be the G_phi which is mentioned in the Eq (21) and Eq (22). However, what is definition of G_phi here?
Thanks,
neural-network deep-learning gan
asked 6 hours ago
jasonjason
1224
$endgroup$
I am new to GAN. And recently read a paper about how to implement GAN in recommender system here
I have a question in the paper.
The Eq (20) in the paper should be the discriminator function.
The generator should be the G_phi which is mentioned in the Eq (21) and Eq (22). However, what is definition of G_phi here?
Thanks,
neural-network deep-learning gan
neural-network deep-learning gan
asked 6 hours ago
jasonjason
1224
asked 6 hours ago
jasonjason
1224
asked 6 hours ago
jasonjason
1224
asked 6 hours ago
jasonjason
1224
asked 6 hours ago
jasonjason
1224
1224
add a comment |
add a comment |
0
active
oldest
votes
Your Answer
StackExchange.ifUsing("editor", function ()
return StackExchange.using("mathjaxEditing", function ()
StackExchange.MarkdownEditor.creationCallbacks.add(function (editor, postfix)
StackExchange.mathjaxEditing.prepareWmdForMathJax(editor, postfix, [["$", "$"], ["\\(","\\)"]]);
);
);
, "mathjax-editing");
StackExchange.ready(function()
var channelOptions =
tags: "".split(" "),
id: "557"
;
initTagRenderer("".split(" "), "".split(" "), channelOptions);
StackExchange.using("externalEditor", function()
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled)
StackExchange.using("snippets", function()
createEditor();
);
else
createEditor();
);
function createEditor()
StackExchange.prepareEditor(
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: false,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: null,
bindNavPrevention: true,
postfix: "",
imageUploader:
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
,
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
);
);
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function ()
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f48723%2fhow-to-design-the-generator-in-generative-adversarial-network-gan%23new-answer', 'question_page');
);
Post as a guest
Required, but never shown
0
active
oldest
votes
0
active
oldest
votes
active
oldest
votes
active
oldest
votes
Thanks for contributing an answer to Data Science Stack Exchange!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
Use MathJax to format equations. MathJax reference.
To learn more, see our tips on writing great answers.
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function ()
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f48723%2fhow-to-design-the-generator-in-generative-adversarial-network-gan%23new-answer', 'question_page');
);
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function ()
StackExchange.helpers.onClickDraftSave('#login-link');
);
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
