{"id":1132,"date":"2022-05-09T13:28:00","date_gmt":"2022-05-09T04:28:00","guid":{"rendered":"https:\/\/kakaoenterprise.com\/?post_type=about&#038;p=1132"},"modified":"2022-07-27T14:17:47","modified_gmt":"2022-07-27T05:17:47","slug":"%ec%b9%b4%ec%b9%b4%ec%98%a4%ec%97%94%ed%84%b0%ed%94%84%eb%9d%bc%ec%9d%b4%ec%a6%88-ai-%eb%b9%84%ec%a0%84-%ea%b8%b0%ec%88%a0-%eb%b6%84%ec%95%bc-%ec%b5%9c%ea%b3%a0-%ed%95%99%ed%9a%8c-cvpr-workshop","status":"publish","type":"about","link":"https:\/\/kakaoenterprise.com\/about\/%ec%b9%b4%ec%b9%b4%ec%98%a4%ec%97%94%ed%84%b0%ed%94%84%eb%9d%bc%ec%9d%b4%ec%a6%88-ai-%eb%b9%84%ec%a0%84-%ea%b8%b0%ec%88%a0-%eb%b6%84%ec%95%bc-%ec%b5%9c%ea%b3%a0-%ed%95%99%ed%9a%8c-cvpr-workshop\/","title":{"rendered":"AI \ube44\uc804 \uae30\uc220 \ubd84\uc57c \ucd5c\uace0 \ud559\ud68c CVPR workshop\uc5d0\uc11c \ub17c\ubb38 \ubc1c\ud45c"},"content":{"rendered":"\n<p>\uce74\uce74\uc624\uc5d4\ud130\ud504\ub77c\uc774\uc988\uac00 \uc138\uacc4\uc801\uc778 \ucef4\ud4e8\ud130 \ube44\uc804 \ud559\ud68c \u2018CVPR\u2019\uc758 \uc6cc\ud06c\uc0f5\uc73c\ub85c \uac1c\ucd5c\ub41c \u2018L3D-IVU\u2019\uc5d0\uc11c \ub17c\ubb38\uc744 \ubc1c\ud45c\ud558\uc600\uc2b5\ub2c8\ub2e4. (\ub17c\ubb38\uba85: Contrastive Regularization for Semi-Supervised Learning)<\/p>\n\n\n\n<p>\ubcf8 \ub17c\ubb38\uc740 \ucd5c\uadfc \ud65c\ubc1c\ud558\uac8c \uc5f0\uad6c\uac00 \uc9c4\ud589 \uc911\uc778 \uc900\uc9c0\ub3c4\ud559\uc2b5 \uae30\ubc95(Semi-Supervised Learning)\uc5d0 \ub300\ud574 \ub2e4\ub8e8\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc900\uc9c0\ub3c4\ud559\uc2b5 \uae30\ubc95\uc740 \uc18c\ub7c9\uc758 \ub77c\ubca8\ub9c1\ub41c \ub370\uc774\ud130(labeled data)\uc5d0 \ub300\uc6a9\ub7c9\uc758 \ub77c\ubca8\ub9c1\ub418\uc9c0 \uc54a\uc740 \ub370\uc774\ud130(unlabeled data)\ub97c \ucd94\uac00\ud568\uc73c\ub85c\uc368 \ud559\uc2b5 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ubc29\ubc95\ub860\uc744 \ub9d0\ud569\ub2c8\ub2e4. \uc774\ub54c, \ud559\uc2b5 \uacfc\uc815\uc5d0\uc11c \ubd88\ud655\uc2e4\ud55c&nbsp;*pseudo-label\uc744 \uac00\uc9c4 \ub370\uc774\ud130\uac00 \uc81c\uc678\ub3fc, \uc815\uaddc\ud654\uac00 \uc81c\ud55c\ub418\ub294 \ubb38\uc81c\uc810\uc774 \ub098\ud0c0\ub0a9\ub2c8\ub2e4.<\/p>\n\n\n\n<p>*Pseudo label\uc740 \ubaa8\ub378\uc5d0 \uc758\ud574 \ub9cc\ub4e4\uc5b4\uc9c4 \uc778\uacf5\uc801\uc778 \ub77c\ubca8\uc744 \ub9d0\ud568<\/p>\n\n\n\n<p>\ubcf8 \ub17c\ubb38\uc5d0\uc11c\ub294 \uc774\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 unlabeled data\uc5d0\uc11c \uc720\uc0ac\ud55c \ub370\uc774\ud130\ub4e4\uc744 \ubb36\uace0, \uc774\uc9c8\uc801\uc778 \ub370\uc774\ud130\ub4e4\uc740 \uc11c\ub85c \ubc00\uc5b4\ub0b4\uac8c \ud558\ub294 \u2018contrastive regularization\u2019 \ubc29\ubc95\ub860\uc744 \uc0c8\ub86d\uac8c \uc81c\uc548\ud558\uc600\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574\uc11c \ubca4\uce58\ub9c8\ud06c \uc14b\uc5d0\uc11c \ub354 \uc801\uc740 \ud559\uc2b5\uc73c\ub85c\ub3c4, \ud604\uc7ac \ucd5c\uace0 \uc218\uc900\uc758 \uacb0\uacfc\ub97c \uc758\ubbf8\ud558\ub294 \u2018SOTA(State-of-the-art)\u2019 \uc131\ub2a5\uc744 \ub2ec\uc131\ud558\uc600\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>?&nbsp;&nbsp;<a href=\"https:\/\/kakaoenterprise.github.io\/papers\/cvpr-contrastive-regularization\" target=\"_blank\" rel=\"noreferrer noopener\">\uc790\uc138\ud788 \ubcf4\uae30<\/a><\/p>\n\n\n\n<p>\uce74\uce74\uc624\uc5d4\ud130\ud504\ub77c\uc774\uc988\ub294 \uace0\ub3c4\ud654\ub41c AI \uae30\uc220 \uc5f0\uad6c\uc0ac\ub840\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \uacf5\uc720\ud558\uace0, \ub354\uc6b1 \ubc1c\uc804\ub41c \uc11c\ube44\uc2a4\uc758 \ubaa8\uc2b5\uc73c\ub85c \uc120\uc21c\ud658\uc2dc\ud0ac \uc608\uc815\uc785\ub2c8\ub2e4. \ub9ce\uc740 \uad00\uc2ec\uacfc \uc131\uc6d0 \ubd80\ud0c1\ub4dc\ub9bd\ub2c8\ub2e4.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uce74\uce74\uc624\uc5d4\ud130\ud504\ub77c\uc774\uc988\uac00 \uc138\uacc4\uc801\uc778 \ucef4\ud4e8\ud130 \ube44\uc804 \ud559\ud68c \u2018CVPR\u2019\uc758 \uc6cc\ud06c\uc0f5\uc73c\ub85c \uac1c\ucd5c\ub41c \u2018L3D-IVU\u2019\uc5d0\uc11c \ub17c\ubb38\uc744 \ubc1c\ud45c\ud558\uc600\uc2b5\ub2c8\ub2e4. (\ub17c\ubb38\uba85: Contrastive Regularization for Semi-Supervised Learning) \ubcf8 \ub17c\ubb38\uc740 \ucd5c\uadfc \ud65c\ubc1c\ud558\uac8c \uc5f0\uad6c\uac00 \uc9c4\ud589 \uc911\uc778 \uc900\uc9c0\ub3c4\ud559\uc2b5 \uae30\ubc95(Semi-Supervised Learning)\uc5d0 \ub300\ud574 \ub2e4\ub8e8\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc900\uc9c0\ub3c4\ud559\uc2b5 \uae30\ubc95\uc740 \uc18c\ub7c9\uc758 \ub77c\ubca8\ub9c1\ub41c \ub370\uc774\ud130(labeled data)\uc5d0 \ub300\uc6a9\ub7c9\uc758 \ub77c\ubca8\ub9c1\ub418\uc9c0 \uc54a\uc740 \ub370\uc774\ud130(unlabeled data)\ub97c \ucd94\uac00\ud568\uc73c\ub85c\uc368 \ud559\uc2b5 \uc131\ub2a5\uc744 \ud5a5\uc0c1\uc2dc\ud0a4\ub294 \ubc29\ubc95\ub860\uc744 \ub9d0\ud569\ub2c8\ub2e4. \uc774\ub54c, \ud559\uc2b5 \uacfc\uc815\uc5d0\uc11c \ubd88\ud655\uc2e4\ud55c&nbsp;*pseudo-label\uc744 \uac00\uc9c4 \ub370\uc774\ud130\uac00 \uc81c\uc678\ub3fc, \uc815\uaddc\ud654\uac00 [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","tags":[85,76,57,56],"acf":[],"_links":{"self":[{"href":"https:\/\/kakaoenterprise.com\/wp-json\/wp\/v2\/about\/1132"}],"collection":[{"href":"https:\/\/kakaoenterprise.com\/wp-json\/wp\/v2\/about"}],"about":[{"href":"https:\/\/kakaoenterprise.com\/wp-json\/wp\/v2\/types\/about"}],"version-history":[{"count":2,"href":"https:\/\/kakaoenterprise.com\/wp-json\/wp\/v2\/about\/1132\/revisions"}],"predecessor-version":[{"id":2607,"href":"https:\/\/kakaoenterprise.com\/wp-json\/wp\/v2\/about\/1132\/revisions\/2607"}],"wp:attachment":[{"href":"https:\/\/kakaoenterprise.com\/wp-json\/wp\/v2\/media?parent=1132"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kakaoenterprise.com\/wp-json\/wp\/v2\/tags?post=1132"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}