How to build this simple generative model?
$begingroup$
I'm watching a lecture and it shows (schematically) a model with 2D input (sampled from Gaussian) followed by 12 conv layers, and output an image RGB. No training at all! he relied on initializations only. He did it just illustrating the concept of NN power to produce complex distributions.
How can I dot that in Keras?
machine-learning deep-learning keras
New contributor
$endgroup$
add a comment |
$begingroup$
I'm watching a lecture and it shows (schematically) a model with 2D input (sampled from Gaussian) followed by 12 conv layers, and output an image RGB. No training at all! he relied on initializations only. He did it just illustrating the concept of NN power to produce complex distributions.
How can I dot that in Keras?
machine-learning deep-learning keras
New contributor
$endgroup$
add a comment |
$begingroup$
I'm watching a lecture and it shows (schematically) a model with 2D input (sampled from Gaussian) followed by 12 conv layers, and output an image RGB. No training at all! he relied on initializations only. He did it just illustrating the concept of NN power to produce complex distributions.
How can I dot that in Keras?
machine-learning deep-learning keras
New contributor
$endgroup$
I'm watching a lecture and it shows (schematically) a model with 2D input (sampled from Gaussian) followed by 12 conv layers, and output an image RGB. No training at all! he relied on initializations only. He did it just illustrating the concept of NN power to produce complex distributions.
How can I dot that in Keras?
machine-learning deep-learning keras
machine-learning deep-learning keras
New contributor
New contributor
New contributor
asked 2 mins ago
Alex DeftAlex Deft
1
1
New contributor
New contributor
add a comment |
add a comment |
0
active
oldest
votes
Your Answer
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
});
}
});
Alex Deft is a new contributor. Be nice, and check out our Code of Conduct.
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%2f49706%2fhow-to-build-this-simple-generative-model%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
Alex Deft is a new contributor. Be nice, and check out our Code of Conduct.
Alex Deft is a new contributor. Be nice, and check out our Code of Conduct.
Alex Deft is a new contributor. Be nice, and check out our Code of Conduct.
Alex Deft is a new contributor. Be nice, and check out our Code of Conduct.
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%2f49706%2fhow-to-build-this-simple-generative-model%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