{"id":775,"date":"2023-08-21T10:25:34","date_gmt":"2023-08-21T01:25:34","guid":{"rendered":"https:\/\/www.waseda.jp\/inst\/sees\/?p=775"},"modified":"2023-08-21T10:25:34","modified_gmt":"2023-08-21T01:25:34","slug":"%e3%80%90%e5%bf%9c%e7%94%a8%e6%95%b0%e7%90%86%e7%a7%91%e5%ad%a6%e7%a0%94%e7%a9%b6%e6%89%80%e3%80%91%e8%ac%9b%e6%bc%94%e4%bc%9a%e3%81%ae%e3%81%8a%e7%9f%a5%e3%82%89%e3%81%9b","status":"publish","type":"post","link":"https:\/\/www.waseda.jp\/inst\/sees\/news\/775","title":{"rendered":"\u3010\u5fdc\u7528\u6570\u7406\u79d1\u5b66\u7814\u7a76\u6240\u3011\u8b1b\u6f14\u4f1a\u306e\u304a\u77e5\u3089\u305b"},"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;\">\u554f\u3044\u5408\u308f\u305b\uff1a\u5409\u6751\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":[1],"tags":[94,122,26,109,28],"class_list":["post-775","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-general-en","tag-iams-en","tag-general","tag-iams","tag-research"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.waseda.jp\/inst\/sees\/wp-json\/wp\/v2\/posts\/775","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=775"}],"version-history":[{"count":1,"href":"https:\/\/www.waseda.jp\/inst\/sees\/wp-json\/wp\/v2\/posts\/775\/revisions"}],"predecessor-version":[{"id":776,"href":"https:\/\/www.waseda.jp\/inst\/sees\/wp-json\/wp\/v2\/posts\/775\/revisions\/776"}],"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=775"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.waseda.jp\/inst\/sees\/wp-json\/wp\/v2\/categories?post=775"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.waseda.jp\/inst\/sees\/wp-json\/wp\/v2\/tags?post=775"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}