{"id":514,"date":"2025-01-28T17:18:06","date_gmt":"2025-01-28T08:18:06","guid":{"rendered":"https:\/\/icon.kw.ac.kr\/?p=514"},"modified":"2025-01-28T17:18:06","modified_gmt":"2025-01-28T08:18:06","slug":"01-13-%ec%84%b8%eb%af%b8%eb%82%98","status":"publish","type":"post","link":"https:\/\/icon.kw.ac.kr\/?p=514","title":{"rendered":"01\/13 \uc138\ubbf8\ub098"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"554\" height=\"254\" src=\"https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2025\/01\/image-2.png\" alt=\"\" class=\"wp-image-516\" srcset=\"https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2025\/01\/image-2.png 554w, https:\/\/icon.kw.ac.kr\/wp-content\/uploads\/2025\/01\/image-2-300x138.png 300w\" sizes=\"auto, (max-width: 554px) 100vw, 554px\" \/><\/figure>\n<\/div>\n\n\n<p style=\"font-size:15px\">\uc624\ub298\uc740 \uc774\ud6c8\ud76c \uc5f0\uad6c\uc6d0\uc774 \uc790\uc728\uc8fc\ud589 \ucc28\ub7c9\uc5d0 \uc0ac\uc6a9\ud558\uae30 \uc704\ud55c federated learning \ubc29\ubc95\ub4e4\uc5d0 \ub300\ud574 \ucc3e\uc544\ubcf4\ub358 \uc911 \uac04\ub2e8\ud558\uba74\uc11c\ub3c4 \ud6a8\uacfc\uc801\uc778 \ubc29\ubc95\uc744 \uc81c\uc2dc\ud55c \ub17c\ubb38\uc744 \ubc1c\ud45c\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ub17c\ubb38\uc5d0\uc11c\ub294 \uae30\uc874\uc758 \uc2e0\uacbd\ub9dd \ud559\uc2b5\uc5d0 \ub9ce\uc774 \uc0ac\uc6a9\ub418\ub358 batch normalization\uc744 federated learning\uc5d0 \uc0ac\uc6a9\ud558\uc9c0 \uc54a\uace0 scaled weight standardization\uc744 \uc0ac\uc6a9\ud574 batch normalization \uc5c6\uc774\ub3c4 \ud6a8\uacfc\uc801\uc73c\ub85c \ud559\uc2b5\uc744 \uc9c4\ud589\ud558\uc600\uc2b5\ub2c8\ub2e4. \ud574\ub2f9 \ub17c\ubb38\uc5d0\uc11c \uc598\uae30\ud55c batch normalization\uc758 \ubb38\uc81c\ub294 federated learning  \uc0c1\ud669\uc5d0\uc11c \uc218\uc9d1\ub418\ub294 \ub370\uc774\ud130\uc758 \ud2b9\uc131 \ubc0f \ubd84\ud3ec\uac00 \ub2e4 \ub2e4\ub97c \uc218 \uc788\uace0 (\ud2b9\ud788, Non-IID\ud55c \uc0c1\ud669\uc744 \uc608\ub85c \ub4e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.) \uc774\ub7ec\ud55c \ubd84\ud3ec \ubc0f \ud2b9\uc131\uc758 \ucc28\uc774\ub97c \uc720\uc9c0\ud574\uc57c \ud558\ub294\ub370 batch normalization\uc744 \uc0ac\uc6a9\ud558\uba74 \uc774\ub7f0 \ucc28\uc774\uac00 \ud76c\uc11d\ub418\uc5b4 \ud6c8\ub828 \uc2dc \ubb38\uc81c\uac00 \ub420 \uc218 \uc788\ub2e4\ub294 \uac83\uc774\uc5c8\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubb38\uc81c\uc810 \uc81c\uae30\uc5d0 \ub300\ud574\uc11c\ub294 \ucda9\ubd84\ud788 \uacf5\uac10\ud560 \uc218 \uc788\uc5c8\uc9c0\ub9cc \ub2e8\uc21c\ud788 batch normalization\uc744 \uc81c\uac70\ud558\uace0 \uae30\uc874\uc5d0 \uc788\ub294 scaled weight standardization\uc744 \uc0ac\uc6a9\ud588\ub2e4\ub294 \uc774\uc720 \ud558\ub098 \ub9cc\uc73c\ub85c ICLR poster\uc5d0 \uc120\uc815\ub420 novelty\uac00 \ucda9\ubd84\ud560\uc9c0\ub294 \uc798 \ubaa8\ub974\uaca0\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc \uc2e4\ud5d8\uc740 \uad49\uc7a5\ud788 \ub2e4\uc591\ud558\uac8c  \uc798 \uc9c4\ud589\ud558\uc5ec \uacb0\uacfc\ub97c \uc798 \ubcf4\uc5ec\uc8fc\uace0 \uc788\ub294 \ub17c\ubb38\uc774\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\uc624\ub298\uc740 \uc774\ud6c8\ud76c \uc5f0\uad6c\uc6d0\uc774 \uc790\uc728\uc8fc\ud589 \ucc28\ub7c9\uc5d0 \uc0ac\uc6a9\ud558\uae30 \uc704\ud55c federated learning \ubc29\ubc95\ub4e4\uc5d0 \ub300\ud574 \ucc3e\uc544\ubcf4\ub358 \uc911 \uac04\ub2e8\ud558\uba74\uc11c\ub3c4 \ud6a8\uacfc\uc801\uc778 \ubc29\ubc95\uc744 \uc81c\uc2dc\ud55c \ub17c\ubb38\uc744 \ubc1c\ud45c\ud588\uc2b5\ub2c8\ub2e4. \uc774 \ub17c\ubb38\uc5d0\uc11c\ub294 \uae30\uc874\uc758 \uc2e0\uacbd\ub9dd \ud559\uc2b5\uc5d0 \ub9ce\uc774 \uc0ac\uc6a9\ub418\ub358 batch normalization\uc744 federated learning\uc5d0 &#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-514","post","type-post","status-publish","format-standard","hentry","category-seminar"],"_links":{"self":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/514","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=514"}],"version-history":[{"count":1,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/514\/revisions"}],"predecessor-version":[{"id":517,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=\/wp\/v2\/posts\/514\/revisions\/517"}],"wp:attachment":[{"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=514"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=514"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/icon.kw.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=514"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}