{"id":82,"date":"2023-07-26T14:46:07","date_gmt":"2023-07-26T21:46:07","guid":{"rendered":"https:\/\/blogs.ubc.ca\/promptathon\/?p=82"},"modified":"2023-07-27T21:35:58","modified_gmt":"2023-07-28T04:35:58","slug":"multi-shot","status":"publish","type":"post","link":"https:\/\/blogs.ubc.ca\/promptathon\/2023\/07\/26\/multi-shot\/","title":{"rendered":"Few Shot"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Few-shot learning: In few-shot learning, the model is trained on a few examples (usually a small number) per new class. This is a more practical scenario than one-shot learning, as it allows the model to see a bit more data for each new class and improve its generalization.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Examples<\/h4>\n\n\n\n<ul class=\"round-corner has-tertiary-background-color has-background wp-block-list\">\n<li>Add here<\/li>\n\n\n\n<li>Add here<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Few-shot learning: In few-shot learning, the model is trained on a few examples (usually a small number) per new class. This is a more practical scenario than one-shot learning, as it allows the model to see a bit more data for each new class and improve its generalization. Examples<\/p>\n","protected":false},"author":23656,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-82","post","type-post","status-publish","format-standard","hentry","category-prompt-patterns"],"_links":{"self":[{"href":"https:\/\/blogs.ubc.ca\/promptathon\/wp-json\/wp\/v2\/posts\/82","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.ubc.ca\/promptathon\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blogs.ubc.ca\/promptathon\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.ubc.ca\/promptathon\/wp-json\/wp\/v2\/users\/23656"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.ubc.ca\/promptathon\/wp-json\/wp\/v2\/comments?post=82"}],"version-history":[{"count":3,"href":"https:\/\/blogs.ubc.ca\/promptathon\/wp-json\/wp\/v2\/posts\/82\/revisions"}],"predecessor-version":[{"id":111,"href":"https:\/\/blogs.ubc.ca\/promptathon\/wp-json\/wp\/v2\/posts\/82\/revisions\/111"}],"wp:attachment":[{"href":"https:\/\/blogs.ubc.ca\/promptathon\/wp-json\/wp\/v2\/media?parent=82"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blogs.ubc.ca\/promptathon\/wp-json\/wp\/v2\/categories?post=82"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blogs.ubc.ca\/promptathon\/wp-json\/wp\/v2\/tags?post=82"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}