{"id":2741,"date":"2023-01-04T05:30:00","date_gmt":"2023-01-03T20:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2741"},"modified":"2023-01-04T05:30:00","modified_gmt":"2023-01-03T20:30:00","slug":"mixda-mix-based-data-augmentation%e3%81%ae%e3%82%b5%e3%83%bc%e3%83%99%e3%82%a4","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2741","title":{"rendered":"MixDA: Mix-based Data Augmentation\u306e\u30b5\u30fc\u30d9\u30a4"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability&nbsp;<\/strong>[13.3]<br>\u30c7\u30fc\u30bf\u62e1\u5f35(DA)\u306f\u3001\u73fe\u4ee3\u306e\u6a5f\u68b0\u5b66\u7fd2\u3084\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3067\u306f\u4e0d\u53ef\u6b20\u3067\u3042\u308b\u3002 \u672c\u7814\u7a76\u3067\u306f\u3001MixDA (Mix-based Data Augmentation) \u304c\u5fc5\u9808\u306e\u30b5\u30d6\u30bb\u30c3\u30c8\u306b\u3064\u3044\u3066\u30ec\u30d3\u30e5\u30fc\u3059\u308b\u3002 \u5358\u4e00\u30b5\u30f3\u30d7\u30eb\u306e\u64cd\u4f5c\u3084\u30c9\u30e1\u30a4\u30f3\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u3059\u308b\u5f93\u6765\u306eDA\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u306f\u7570\u306a\u308a\u3001MixDA\u306f\u3088\u308a\u5e45\u5e83\u3044\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3059\u308b\u306e\u306b\u4e00\u822c\u7684\u3067\u3042\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2212.10888v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2212.10888v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Wed, 21 Dec 2022 09:58:14 GMT)<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u62e1\u5f35\u306e\u4e2d\u3067\u3082\u8907\u6570\u306e\u30c7\u30fc\u30bf\u3092\u6df7\u5408\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3042\u308bMix-based Data Augmentation (MixDA)\u306e\u30b5\u30fc\u30d9\u30a4<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/chengtaicao\/awesome-mix\">GitHub &#8211; ChengtaiCao\/Awesome-Mix: A curated list of awesome Mix<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[92,387],"class_list":["post-2741","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-data-augmentation","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2741","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2741"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2741\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2741"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2741"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2741"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}