{"id":8867,"date":"2025-12-05T07:02:24","date_gmt":"2025-12-05T07:02:24","guid":{"rendered":"https:\/\/mailitics.com\/index.php\/2025\/12\/05\/emergent-object-binding-from-self-supervised-not-supervised-learning\/"},"modified":"2025-12-05T07:02:24","modified_gmt":"2025-12-05T07:02:24","slug":"emergent-object-binding-from-self-supervised-not-supervised-learning","status":"publish","type":"post","link":"https:\/\/mailitics.com\/index.php\/2025\/12\/05\/emergent-object-binding-from-self-supervised-not-supervised-learning\/","title":{"rendered":"Do Labels Make AI Blind? Self-Supervision Solves the Age-Old Binding Problem"},"content":{"rendered":"<p>    Do Labels Make AI Blind? Self-Supervision Solves the Age-Old Binding Problem<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n    <!-- no image --><br \/>\n \t<BR><br \/>\n<BR><\/BR><\/p>\n<div>\n<p>A new NeurIPS 2025 paper shows how self-supervised learning imbues ViT with better image understanding than supervised learning<\/p>\n<p>The post <a href=\"https:\/\/towardsdatascience.com\/emergent-object-binding-from-self-supervised-not-supervised-learning\/\">Do Labels Make AI Blind? Self-Supervision Solves the Age-Old Binding Problem<\/a> appeared first on <a href=\"https:\/\/towardsdatascience.com\/\">Towards Data Science<\/a>.<\/p>\n<\/div>\n<p> \t<BR><br \/>\n <BR><\/BR><br \/>\n    Jonathan Williford<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/towardsdatascience.com\/emergent-object-binding-from-self-supervised-not-supervised-learning\/\">Go to original source<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Do Labels Make AI Blind? Self-Supervision Solves the Age-Old Binding Problem A new NeurIPS 2025 paper shows how self-supervised learning imbues ViT with better image understanding than supervised learning The post Do Labels Make AI Blind? Self-Supervision Solves the Age-Old Binding Problem appeared first on Towards Data Science. Jonathan Williford Go to original source<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[62,69,88,240,70,2956,4364],"tags":[385,761,508],"class_list":["post-8867","post","type-post","status-publish","format-standard","hentry","category-aimldsaimlds","category-artificial-intelligence","category-deep-learning","category-editors-pick","category-machine-learning","category-neuroscience","category-self-supervised-learning","tag-do","tag-labels","tag-self"],"_links":{"self":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/8867"}],"collection":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/comments?post=8867"}],"version-history":[{"count":0,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/8867\/revisions"}],"wp:attachment":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/media?parent=8867"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/categories?post=8867"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/tags?post=8867"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}