{"id":782,"date":"2023-08-22T10:58:47","date_gmt":"2023-08-22T01:58:47","guid":{"rendered":"https:\/\/www.waseda.jp\/inst\/sees\/?p=782"},"modified":"2023-08-22T11:08:26","modified_gmt":"2023-08-22T02:08:26","slug":"%e3%80%90institute-for-applied-mathematics-and-sciences%e3%80%91an-overview-of-self-supervised-learning","status":"publish","type":"post","link":"https:\/\/www.waseda.jp\/inst\/sees\/news-en\/782","title":{"rendered":"\u3010Institute for Applied Mathematics and Sciences\u3011Research Seminar &#8220;An overview of self-supervised learning&#8221;(8\/23)"},"content":{"rendered":"<div dir=\"auto\"><span style=\"font-size: medium;\">Date\uff1aAug 23rd, 2023<\/span><\/div>\n<div dir=\"auto\"><span style=\"font-size: medium;\">Time: 11:00\u201311:50<\/span><\/div>\n<div dir=\"auto\"><span style=\"font-size: medium;\">Place: 55N-1F-Conference Room 1<\/span><\/div>\n<div dir=\"auto\"><span style=\"font-size: medium;\">\u00a0<\/span><\/div>\n<div dir=\"auto\"><span style=\"font-size: medium;\">Speaker: Utku Ozbulak (Ghent University\u00a0Global Campus, South Korea)<\/span><\/div>\n<div dir=\"auto\"><span style=\"font-size: medium;\">Title: An overview of self-supervised learning<\/span><\/div>\n<div dir=\"auto\"><span style=\"font-size: medium;\">Abstract: Self-supervised learning has recently emerged as a powerful paradigm for neural networks. This approach leverages unlabeled data to\u00a0<\/span><\/div>\n<div dir=\"auto\"><span style=\"font-size: medium;\">pretrain neural networks, enabling them to learn meaningful representations without requiring extensive manual annotation. By capitalizing on the\u00a0<\/span><\/div>\n<div dir=\"auto\"><span style=\"font-size: medium;\">inherent structure and information present in the data itself, self-supervised learning has demonstrated remarkable success in a diverse range of\u00a0<\/span><\/div>\n<div dir=\"auto\"><span style=\"font-size: medium;\">problems across computer vision, natural language processing, and other domains. In this talk, I will briefly go over the recent advances in the\u00a0<\/span><\/div>\n<div dir=\"auto\"><span style=\"font-size: medium;\">field and discuss how self-supervised learning enabled now-famous models like Chat-GPT and the Segment All Model (SAM).<\/span><\/div>\n<div dir=\"auto\"><span style=\"font-size: medium;\">\u00a0<\/span><\/div>\n<div dir=\"auto\"><span style=\"font-size: medium;\">contact\uff1aProf.yoshimura\uff08<a href=\"mailto:yoshimura@waseda.jp\" data-linkindex=\"0\">yoshimura@waseda.jp<\/a>\uff09<\/span><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Date\uff1aAug 23rd, 2023 Time: 11:00\u201311:50 Place: 55N-1F-Conference Room 1 \u00a0 Speaker: Utku Ozbulak (Ghent Universit [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":366,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[95],"tags":[94,122,73,26,109,28],"class_list":["post-782","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-en","tag-general-en","tag-iams-en","tag-research-en","tag-general","tag-iams","tag-research"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.waseda.jp\/inst\/sees\/wp-json\/wp\/v2\/posts\/782","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.waseda.jp\/inst\/sees\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.waseda.jp\/inst\/sees\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.waseda.jp\/inst\/sees\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.waseda.jp\/inst\/sees\/wp-json\/wp\/v2\/comments?post=782"}],"version-history":[{"count":2,"href":"https:\/\/www.waseda.jp\/inst\/sees\/wp-json\/wp\/v2\/posts\/782\/revisions"}],"predecessor-version":[{"id":786,"href":"https:\/\/www.waseda.jp\/inst\/sees\/wp-json\/wp\/v2\/posts\/782\/revisions\/786"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.waseda.jp\/inst\/sees\/wp-json\/wp\/v2\/media\/366"}],"wp:attachment":[{"href":"https:\/\/www.waseda.jp\/inst\/sees\/wp-json\/wp\/v2\/media?parent=782"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.waseda.jp\/inst\/sees\/wp-json\/wp\/v2\/categories?post=782"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.waseda.jp\/inst\/sees\/wp-json\/wp\/v2\/tags?post=782"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}