{"id":34943,"date":"2025-09-26T09:56:10","date_gmt":"2025-09-26T00:56:10","guid":{"rendered":"https:\/\/uxdaystokyo.com\/articles\/?post_type=glossary&#038;p=34943"},"modified":"2025-09-26T09:56:10","modified_gmt":"2025-09-26T00:56:10","slug":"zero-shot-learning-one-shot-learning","status":"publish","type":"glossary","link":"https:\/\/uxdaystokyo.com\/articles\/glossary\/zero-shot-learning-one-shot-learning\/","title":{"rendered":"\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u5b66\u7fd2\u30fb\u30ef\u30f3\u30b7\u30e7\u30c3\u30c8\u5b66\u7fd2"},"content":{"rendered":"<h3 data-start=\"371\" data-end=\"404\">\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u5b66\u7fd2\uff08Zero-shot Learning\uff09<\/h3>\n<p data-start=\"105\" data-end=\"225\">\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u5b66\u7fd2\u3068\u306f\u3001AI\u304c<strong data-start=\"119\" 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data-end=\"2281\">\u5177\u4f53\u4e8b\u4f8b<\/h2>\n<p>\u305f\u3068\u3048\u3070\u3001FAQ\u30c1\u30e3\u30c3\u30c8\u30dc\u30c3\u30c8\u306b\u304a\u3044\u3066\u3001\u767b\u9332\u3055\u308c\u3066\u3044\u306a\u3044\u65b0\u3057\u3044\u8cea\u554f\u304c\u51fa\u305f\u3068\u304d\u3067\u3082\u3001\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u63a8\u8ad6\u3067\u56de\u7b54\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u9867\u5ba2\u4f53\u9a13\u304c\u5411\u4e0a\u3059\u308b\u3002\u4ee5\u4e0b\u306b\u4ed6\u306e\u4f8b\u3082\u793a\u3059\u3002<\/p>\n<ul>\n<li data-start=\"1323\" data-end=\"1401\">\n<p data-start=\"1325\" data-end=\"1401\"><strong data-start=\"1325\" data-end=\"1334\">\u7ffb\u8a33\u30a2\u30d7\u30ea<\/strong>\uff08\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\uff09<br data-start=\"1342\" data-end=\"1345\" 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data-end=\"1567\"><strong data-start=\"1487\" data-end=\"1500\">\u30c7\u30b6\u30a4\u30f3\u652f\u63f4\u30c4\u30fc\u30eb<\/strong>\uff08\u30ef\u30f3\u30b7\u30e7\u30c3\u30c8\uff09<br data-start=\"1508\" data-end=\"1511\" \/>\u3000\u30e6\u30fc\u30b6\u30fc\u304c1\u3064\u306e\u30a2\u30a4\u30b3\u30f3\u30c7\u30b6\u30a4\u30f3\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3059\u308b\u3068\u3001\u305d\u306e\u30c6\u30a4\u30b9\u30c8\u306b\u57fa\u3065\u3044\u305f\u30d0\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b\u3002<\/p>\n<\/li>\n<\/ul>\n<h2 data-start=\"1574\" data-end=\"1617\">\u30d7\u30ed\u30c0\u30af\u30c8\u3084\u30b3\u30f3\u30c6\u30f3\u30c4\u30c7\u30b6\u30a4\u30f3\u3067\u306e\u5177\u4f53\u4f8b<\/h2>\n<ul data-start=\"1619\" data-end=\"1851\">\n<li data-start=\"1619\" data-end=\"1694\">\n<p data-start=\"1621\" data-end=\"1694\"><strong data-start=\"1621\" data-end=\"1634\">UI\u30c6\u30b9\u30c8\u306e\u81ea\u52d5\u5316<\/strong><br data-start=\"1634\" data-end=\"1637\" \/>\u3000\u30e6\u30fc\u30b6\u30fc\u304c1\u5ea6\u30af\u30ea\u30c3\u30af\u30d5\u30ed\u30fc\u3092\u5b9f\u6f14\u3059\u308c\u3070\u3001\u305d\u306e\u30d1\u30bf\u30fc\u30f3\u3092\u30ef\u30f3\u30b7\u30e7\u30c3\u30c8\u3067\u5b66\u3073\u3001\u4ed6\u306e\u30c6\u30b9\u30c8\u30b1\u30fc\u30b9\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b\u3002<\/p>\n<\/li>\n<li data-start=\"1696\" data-end=\"1772\">\n<p data-start=\"1698\" data-end=\"1772\"><strong data-start=\"1698\" data-end=\"1717\">\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u5b66\u7fd2\u30a2\u30d7\u30ea<\/strong><br data-start=\"1717\" data-end=\"1720\" \/>\u3000\u5b66\u7fd2\u8005\u304c1\u554f\u89e3\u7b54\u3057\u305f\u3060\u3051\u3067\u3001\u305d\u306e\u89e3\u7b54\u50be\u5411\u3092\u30ef\u30f3\u30b7\u30e7\u30c3\u30c8\u5b66\u7fd2\u306b\u3088\u308a\u63a8\u5b9a\u3057\u3001\u9069\u5207\u306a\u6b21\u306e\u554f\u984c\u3092\u63d0\u793a\u3059\u308b\u3002<\/p>\n<\/li>\n<li data-start=\"1774\" data-end=\"1851\">\n<p data-start=\"1776\" data-end=\"1851\"><strong data-start=\"1776\" data-end=\"1795\">\u65b0\u898f\u30b5\u30fc\u30d3\u30b9\u306e\u30aa\u30f3\u30dc\u30fc\u30c7\u30a3\u30f3\u30b0<\/strong><br data-start=\"1795\" data-end=\"1798\" \/>\u3000\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u3092\u6d3b\u7528\u3057\u3001\u8aac\u660e\u3092\u6700\u5c0f\u9650\u306b\u3057\u3066\u3082AI\u304c\u6587\u8108\u3092\u63a8\u6e2c\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u3092\u30b9\u30e0\u30fc\u30ba\u306b\u5c0e\u304f\u4f53\u9a13\u3092\u4f5c\u308c\u308b\u3002<\/p>\n<\/li>\n<\/ul>\n<h2>AI\u95a2\u9023\u7528\u8a9e<\/h2>\n<ul>\n<li><a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/deep-learning\/\">\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0<\/a> \u2192 \u30e2\u30c7\u30eb\u3092\u300c\u6700\u521d\u304b\u3089\u5b66\u7fd2\u300d\u3059\u308b<\/li>\n<li><a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/retrieval-augmented-generation\/\">RAG<\/a>\u2192 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href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/knowledge-distillation\/\">\u30ca\u30ec\u30c3\u30b8\u30c7\u30a3\u30b9\u30c6\u30a3\u30ec\u30fc\u30b7\u30e7\u30f3<\/a> \u2192 \u5927\u304d\u306a\u30e2\u30c7\u30eb\u3092\u300c\u5c0f\u3055\u306a\u30e2\u30c7\u30eb\u306b\u7e2e\u5c0f\u300d\u3059\u308b<\/li>\n<li><a href=\"https:\/\/uxdaystokyo.com\/articles\/glossary\/zero-shot-learni\u2026ne-shot-learning\/\">\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\uff0f\u30ef\u30f3\u30b7\u30e7\u30c3\u30c8<\/a> \u2192 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