{"id":470886,"date":"2022-07-05T22:06:02","date_gmt":"2022-07-05T19:06:02","guid":{"rendered":"https:\/\/en.buradabiliyorum.com\/expanding-artistic-frontiers-in-artificial-intelligence\/"},"modified":"2022-07-05T22:06:02","modified_gmt":"2022-07-05T19:06:02","slug":"expanding-artistic-frontiers-in-artificial-intelligence","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/expanding-artistic-frontiers-in-artificial-intelligence\/","title":{"rendered":"#Expanding artistic frontiers in artificial intelligence"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_89 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6af9c8cd5e607\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #dd3333;color:#dd3333\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #dd3333;color:#dd3333\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-6af9c8cd5e607\" checked aria-label=\"Toggle\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/buradabiliyorum.com\/en\/expanding-artistic-frontiers-in-artificial-intelligence\/#%E2%80%9CExpanding_artistic_frontiers_in_artificial_intelligence%E2%80%9D\" >&#8220;Expanding artistic frontiers in artificial intelligence&#8221;<\/a><\/li><\/ul><\/nav><\/div>\n<h1><span class=\"ez-toc-section\" id=\"%E2%80%9CExpanding_artistic_frontiers_in_artificial_intelligence%E2%80%9D\"><\/span>&#8220;Expanding artistic frontiers in artificial intelligence&#8221;<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<div>\n<div class=\"article-gallery lightGallery\">\n<div data-thumb=\"https:\/\/scx1.b-cdn.net\/csz\/news\/tmb\/2022\/expanding-artistic-fro.jpg\" data-src=\"https:\/\/scx2.b-cdn.net\/gfx\/news\/2022\/expanding-artistic-fro.jpg\" data-sub-html=\"AI generated artwork by KAUST computer scientist Mohammed Elhoseiny and VISION CAIR team collaborators. Composite shown here features Mother Nature Needs Help (left) and Complacency Dream (right). Credit: Elhoseiny, DivyanshJha and Chang\">\n<figure class=\"article-img\">\n            <img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/scx1.b-cdn.net\/csz\/news\/800a\/2022\/expanding-artistic-fro.jpg\" alt=\"Expanding artistic frontiers in artificial intelligence\" title=\"AI generated artwork by KAUST computer scientist Mohammed Elhoseiny and VISION CAIR team collaborators. Composite shown here features Mother Nature Needs Help (left) and Complacency Dream (right). Credit: Elhoseiny, DivyanshJha and Chang\" width=\"711\" height=\"450\"\/><figcaption class=\"text-darken text-low-up text-truncate-js text-truncate mt-3\">\n                AI generated artwork by KAUST computer scientist Mohammed Elhoseiny and VISION CAIR team collaborators. Composite shown here features Mother Nature Needs Help (left) and Complacency Dream (right). Credit: Elhoseiny, DivyanshJha and Chang<br \/>\n            <\/figcaption><\/figure>\n<\/p><\/div>\n<\/div>\n<p>Dr. Mohammed Elhoseiny, assistant professor of computer <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/sciencee\/\" data-internallinksmanager029f6b8e52c=\"5\" title=\"Science\" target=\"_blank\" rel=\"noopener\">science<\/a> at KAUST, has carved a career out of teaching machines the art of creating art. After finishing his doctoral degree at Rutgers University in 2016, Elhoseiny went on to work for Adobe Research, Baidu Research, <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/social-mediaa\/\" data-internallinksmanager029f6b8e52c=\"1\" title=\"Social Media\" target=\"_blank\" rel=\"noopener\">Facebook<\/a> and now KAUST.<\/p>\n<p>                                                                                His latest research paper, Creative Walk Adversarial Networks: Novel Art Generation with Probabilistic Random Walk Deviation from Style Norms, was accepted at the premiere conference on computational creative artificial intelligence (AI), the International Conference on Computational Creativity (ICCC) 2022.<\/p>\n<p>The paper covers the work of Elhoseiny and his team VISION CAIR on the use of Creative Walk Adversarial Networks (CWAN) for novel, or original, art generation. CWAN learns about existing art styles in its training by being exposed to a large repository of paintings from various art movements and styles, from 5000 years ago to present times.<\/p>\n<p>&#8220;CWAN tries to learn from those existing patterns, to come up with other new patterns that may be interesting and exciting, and generate something that, hopefully, people will like and find interesting,&#8221; Elhoseiny said. &#8220;At the same time, it deviates from what is out there by using &#8216;random walk deviation&#8217; methods to find something new and bring originality to the creation.&#8221;<\/p>\n<p>The team&#8217;s method produces art that is much more likable compared to other existing AI <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/download-scripts-themes-apps\/\" data-internallinksmanager029f6b8e52c=\"9\" title=\"Download Scripts &amp; Themes &amp; Apps\" target=\"_blank\" rel=\"noopener\">app<\/a>roaches\u2014a conclusion supported by the experimental results, including ratings, of 341 unique human evaluators. The findings demonstrate that CWAN can generate novel art that is significantly preferable compared to other state-of-the-art methods, such as StyleGAN2 and StyleCAN2.<\/p>\n<p>What does this mean for the art world? Elhoseiny said, &#8220;Many artists have adopted AI art <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/technology\/\" data-internallinksmanager029f6b8e52c=\"4\" title=\"Technology\" target=\"_blank\" rel=\"noopener\">technology<\/a> already. In <a href=\"https:\/\/buradabiliyorum.com\/en\/category\/general\/\" data-internallinksmanager029f6b8e52c=\"3\" title=\"General\" target=\"_blank\" rel=\"noopener\">general<\/a>, this shows AI art can be a useful tool in the artist&#8217;s toolbox, to help produce unique art that has more meaning to the viewer than current AI machine art.&#8221;<\/p>\n<div class=\"article-gallery lightGallery\">\n<div data-thumb=\"https:\/\/scx1.b-cdn.net\/csz\/news\/tmb\/2022\/expanding-artistic-fro-1.jpg\" data-src=\"https:\/\/scx2.b-cdn.net\/gfx\/news\/hires\/2022\/expanding-artistic-fro-1.jpg\" data-sub-html=\"AI generated artwork by KAUST computer scientist Mohammed Elhoseiny and VISION CAIR team collaborators. Shown here, The Corona Monster. Credit: Elhoseiny and DivyanshJha\">\n<figure class=\"article-img text-center\">\n            <img decoding=\"async\" src=\"https:\/\/scx1.b-cdn.net\/csz\/news\/800a\/2022\/expanding-artistic-fro-1.jpg\" alt=\"Expanding artistic frontiers in artificial intelligence\"\/><figcaption class=\"text-left text-darken text-truncate text-low-up mt-3\">\n                AI generated artwork by KAUST computer scientist Mohammed Elhoseiny and VISION CAIR team collaborators. Shown here, The Corona Monster. Credit: Elhoseiny and DivyanshJha<br \/>\n            <\/figcaption><\/figure>\n<\/p><\/div>\n<\/div>\n<p>Elhoseiny does not think AI art will replace artists. &#8220;It&#8217;s similar to the invention of photography,&#8221; he commented. &#8220;People used to depict reality with photography, but artists began to create new art movements from these photographic techniques.&#8221;<\/p>\n<p><b>Getting machines to talk &#8216;affectively&#8217; about artworks<\/b><\/p>\n<p>VISION CAIR has also been working on teaching machines to use more affective language when communicating about visual art, whether it is existing art or AI-generated art. An upcoming paper on the topic, It is Okay to not be Okay: Overcoming Emotional Bias in Effective Image Captioning by Contrasted Data Collection, will be presented at the Conference on Computer Vision and Pattern Recognition (CVPR) 2022, among the top annual computer vision events in the world.<br \/>\n                                            <!-- Google middle Adsense block --><\/p>\n<p>&#8220;Affective communication of visual art is the next step for us,&#8221; Elhoseiny said. &#8220;What is at the heart of most of our efforts in this direction is to move the wheels towards human-compatible AI that takes emotion into consideration.&#8221;<\/p>\n<p>Emotionally intelligent responses by machines is the aim, but he said the team has found some obstacles along the way.<\/p>\n<p>&#8220;There is a human bias toward positive language at the moment, so we proposed a new way to balance and mitigate this bias. We call the resulting data set ArtEmis 2.0.&#8221;<\/p>\n<p>Reflecting on the connection of ArtEmis 2.0 to CWAN, Elhoseiny added that an interesting future scenario is teaching CWAN to generate art grounded a full range of emotional responses, which he said is a significant yet challenging task to achieve.\n                                                                                                                        <\/p>\n<hr\/>\n<div class=\"article-main__explore my-4 d-print-none\">\n<p>                                            The psychology of human creativity helps artificial intelligence imagine the unknown\n                                        <\/p><\/div>\n<hr class=\"mb-4\"\/>\n<div class=\"article-main__more p-4\">\n                                                                                                <strong>More information:<\/strong><br \/>\n                                                <a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/computationalcreativity.net\/iccc22\/wp-content\/uploads\/2022\/06\/ICCC-2022_11L_Jha-et-al..pdf\">Creative Walk Adversarial Networks: Novel Art Generation with Probabilistic Random Walk Deviation from Style Norms<\/a><br \/>\n<a rel=\"nofollow noopener\" target=\"_blank\" href=\"https:\/\/openaccess.thecvf.com\/content\/CVPR2022\/papers\/Mohamed_It_Is_Okay_To_Not_Be_Okay_Overcoming_Emotional_Bias_CVPR_2022_paper.pdf\">It is Okay to not be Okay: Overcoming Emotional Bias in Effective Image Captioning by Contrasted Data Collection<\/a><\/p>\n<\/div>\n<div class=\"d-inline-block text-medium my-4\">\n                                                Provided by<br \/>\n                                                                                                    King Abdullah University of Science and Technology<br \/>\n                                                                                                        <a rel=\"nofollow noopener\" target=\"_blank\" class=\"icon_open\" href=\"https:\/\/www.kaust.edu.sa\/en\"><br \/>\n                                                        <svg>\n                                                            <use href=\"https:\/\/techx.b-cdn.net\/tmpl\/v2\/img\/svg\/sprite.svg#icon_open\" x=\"0\" y=\"0\"\/>\n                                                        <\/svg><br \/>\n                                                    <\/a><\/p><\/div>\n<p>                                        <!-- print only --><\/p>\n<div class=\"d-none d-print-block\">\n<p>\n                                                 <strong>Citation<\/strong>:<br \/>\n                                                 Expanding artistic frontiers in artificial intelligence (2022, July  5)<br \/>\n                                                 retrieved  5 July 2022<br \/>\n                                                 from https:\/\/techxplore.com\/<a href=\"https:\/\/buradabiliyorum.com\/en\/category\/news\/\" data-internallinksmanager029f6b8e52c=\"2\" title=\"News\" target=\"_blank\" rel=\"noopener\">news<\/a>\/2022-07-artistic-frontiers-artificial-intelligence.html<\/p>\n<p>                                            This document is subject to copyright. 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Composite shown here features Mother Nature Needs Help (left) and Complacency Dream (right). Credit: Elhoseiny, DivyanshJha and Chang Dr. Mohammed Elhoseiny, assistant professor of computer science at KAUST, has carved a career out of teaching&#8230;<\/p>\n","protected":false},"author":1,"featured_media":470887,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/scx2.b-cdn.net\/gfx\/news\/2022\/expanding-artistic-fro.jpg","fifu_image_alt":"","footnotes":""},"categories":[16],"tags":[],"class_list":["post-470886","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sciencee"],"_links":{"self":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/470886","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/comments?post=470886"}],"version-history":[{"count":0,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/470886\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media\/470887"}],"wp:attachment":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media?parent=470886"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/categories?post=470886"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/tags?post=470886"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}