{"id":92479,"date":"2023-08-02T14:10:55","date_gmt":"2023-08-02T05:10:55","guid":{"rendered":"https:\/\/www.waseda.jp\/top\/?p=92479"},"modified":"2023-08-02T14:11:33","modified_gmt":"2023-08-02T05:11:33","slug":"%e6%97%a9%e6%9c%9d%e8%a1%80%e5%9c%a7%e3%82%92%e5%a2%97%e5%a4%a7%e3%81%95%e3%81%9b%e3%82%8b%e7%a4%be%e4%bc%9a%e7%9a%84%e6%99%82%e5%b7%ae%e3%83%9c%e3%82%b1-2-3","status":"publish","type":"post","link":"https:\/\/www.waseda.jp\/top\/news\/92479","title":{"rendered":"\u521d\u5fc3\u8005\u3067\u3082\u30a2\u30cb\u30e1\u3092\u63cf\u3051\u308b\u751f\u6210AI\u958b\u767a"},"content":{"rendered":"<h1>\u521d\u5fc3\u8005\u3067\u3082\u9ad8\u54c1\u8cea\u306a\u30a2\u30cb\u30e1\u753b\u3092\u4f5c\u308c\u308b\u751f\u6210AI\u6280\u8853\u3092\u958b\u767a<\/h1>\n<h3>\u767a\u8868\u306e\u30dd\u30a4\u30f3\u30c8<\/h3>\n<ul>\n<li>\u4e00\u822c\u30e6\u30fc\u30b6\u306e\u5275\u9020\u6027\u306e\u969c\u58c1\u3092\u53d6\u308a\u9664\u304f\u305f\u3081\u306b\u3001\u30e9\u30d5\u306a\u30b9\u30b1\u30c3\u30c1\u304b\u3089\u9ad8\u54c1\u8cea\u306e\u30a2\u30cb\u30e1\u306e\u8096\u50cf\u753b\u3092\u4f5c\u6210\u3059\u308b\u751f\u6210\u7cfb\u4eba\u5de5\u77e5\u80fd\uff08\u751f\u6210AI\uff09\u306e\u65b0\u305f\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3057\u307e\u3057\u305f\u3002<\/li>\n<li>\u63d0\u6848\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u57fa\u306b\u3001\u5236\u4f5c\u904e\u7a0b\u3067\u30ac\u30a4\u30c0\u30f3\u30b9\uff08\u30a2\u30cb\u30e1\u753b\u306e\u5b8c\u6210\u4e88\u60f3\u56f3\uff09\u3092\u753b\u9762\u306b\u8868\u793a\u3059\u308b\u6a5f\u80fd\u3092\u6709\u3059\u308b\u30e6\u30fc\u30b6\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u3001\u30e6\u30fc\u30b6\u306e\u5275\u4f5c\u610f\u56f3\u306b\u6cbf\u3063\u305f\u30a2\u30cb\u30e1\u753b\u306e\u751f\u6210\u3092\u5b9f\u73fe\u3057\u307e\u3057\u305f\u3002<\/li>\n<\/ul>\n<p>\u30a2\u30cb\u30e1\u753b\u306a\u3069\u306e\u82b8\u8853\u4f5c\u54c1\u306f\u62bd\u8c61\u7684\u306a\u6027\u8cea\u3092\u6709\u3059\u308b\u305f\u3081\u3001\u5358\u7d14\u306b\u751f\u6210AI\u3092\u7528\u3044\u3066\u3082\u30e6\u30fc\u30b6\u306e\u610f\u56f3\u306b\u6cbf\u3063\u305f\u9ad8\u54c1\u8cea\u306a\u30a2\u30cb\u30e1\u8096\u50cf\u753b\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u306f\u56f0\u96e3\u3067\u3059\u3002\u7279\u306b\u3001\u4e00\u822c\u30e6\u30fc\u30b6\u306b\u3088\u308b\u30e9\u30d5\u306a\u30b9\u30b1\u30c3\u30c1\u306f\u3001\u5236\u4f5c\u9014\u4e2d\u3067\u5168\u4f53\u7684\u306a\u30d0\u30e9\u30f3\u30b9\u3084\u5404\u30d1\u30fc\u30c4\u306e\u8a73\u7d30\u60c5\u5831\u3092\u6b20\u304f\u305f\u3081\u3001\u751f\u6210\u7cfbAI\u306e\u624b\u6cd5\u3092\u53d6\u308a\u5165\u308c\u308b\u3053\u3068\u306f\u4e00\u5c64\u6311\u6226\u7684\u306a\u8ab2\u984c\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u306e\u8ab2\u984c\u306b\u53d6\u308a\u7d44\u3080\u305f\u3081\u3001\u5317\u9678\u5148\u7aef\u79d1\u5b66\u6280\u8853\u5927\u5b66\u9662\u5927\u5b66\uff08JAIST\uff09\u5275\u9020\u793e\u4f1a\u30c7\u30b6\u30a4\u30f3\u7814\u7a76\u9818\u57df\u306e\u8b1d 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disentanglement\u300d\u3092\u65b0\u305f\u306b\u8003\u6848\u3057\u307e\u3057\u305f(\u56f32)\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u306f\u610f\u5473\u7684\u306a\u30e9\u30d9\u30eb\u60c5\u5831\u306e\u4ee3\u308f\u308a\u306b\u3001\u30b9\u30c8\u30ed\u30fc\u30af\u3092\u63cf\u304f\u3060\u3051\u3067\u51fa\u529b\u7d50\u679c\uff08\u30a2\u30cb\u30e1\u753b\uff09\u306e\u5c40\u6240\u7684\u306a\u8f2a\u90ed\u7dda\u7279\u6027\u3068\u81ea\u52d5\u30de\u30c3\u30c1\u30f3\u30b0\u3055\u305b\u3001\u51fa\u529b\u7d50\u679c\u306e\u4e00\u81f4\u6027\u306b\u5927\u304d\u304f\u95a2\u4e0e\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u4e00\u672c\u306e\u30b9\u30c8\u30ed\u30fc\u30af\u306b\u5bfe\u3059\u308bdisentangled\u306a\u8868\u73fe<sup>\u203b3<\/sup>\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3001\u6559\u5e2b\u306a\u3057\u5b66\u7fd2\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u5c0e\u5165\u3057\u307e\u3057\u305f\u3002<\/p>\n<div id=\"attachment_92265\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-92265 size-medium\" src=\"https:\/\/www.waseda.jp\/top\/assets\/uploads\/2023\/08\/c9d60bc3c354b8b8576cdf2a19e612dc.png\" alt=\"\" width=\"610\" height=\"347\" \/><p class=\"wp-caption-text\"><center>\u56f3\uff12\u3000\u624b\u63cf\u304d\u30b9\u30b1\u30c3\u30c1\u5185\u306e\u30b9\u30c8\u30ed\u30fc\u30af\u3068\u95a2\u9023\u4ed8\u3051\u308b\u300cstroke-level disentanglement\u300d\u306e\u6982\u8981\u56f3<\/center><\/p><\/div>\n<div id=\"attachment_92265\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-92265 size-medium\" src=\"https:\/\/www.waseda.jp\/top\/assets\/uploads\/2023\/08\/b48f2c1575a12c79fd040da9188aff17.png\" alt=\"\" width=\"610\" height=\"347\" \/><p class=\"wp-caption-text\"><center>\u56f3\uff13\u3000\u958b\u767a\u30e6\u30fc\u30b6\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u300cAniFaceDrawing\u300d<\/center><\/p><\/div>\n<p>\u63d0\u6848\u6280\u8853\u306b\u304a\u3051\u308b\u4e8c\u6bb5\u968e\u306e\u8a13\u7df4\u65b9\u6cd5\u306e\u8a73\u7d30\u3068\u3057\u3066\u306f\u3001\u306f\u3058\u3081\u306b\u3001\u4e8b\u524d\u8a13\u7df4\u3055\u308c\u305f\u751f\u6210AI\u3092\u57fa\u306b\u3001\u753b\u50cf\u30a8\u30f3\u30b3\u30fc\u30c0\uff08= \u51fa\u529b\u30a2\u30cb\u30e1\u753b\u306b\u5bfe\u3059\u308b\u6f5c\u5728\u5909\u6570\u306e\u63a8\u5b9a\uff09\u306e\u8a13\u7df4\u3092\u884c\u3044\u307e\u3057\u305f\u3002\u6b21\u306b\u3001\u751f\u6210\u3055\u308c\u308b\u30a2\u30cb\u30e1\u753b\u306e\u8f2a\u90ed\u7dda\u3092\u63cf\u753b\u3059\u308b\u305f\u3081\u306e\u5de5\u7a0b\uff08\u4f8b\uff1a\u53f3\u76ee\u3001\u5de6\u76ee\u3001\u53e3\u306e\u8f2a\u90ed\u7dda\u3092\u9806\u756a\u3067\u63cf\u304f\uff09\u3092\u64ec\u4f3c\u7684\u306b\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3059\u308b\u3053\u3068\u3067\u3001\u63cf\u304d\u9014\u4e2d\u306e\u30b9\u30b1\u30c3\u30c1\u306b\u5bfe\u3059\u308b\u753b\u50cf\u30a8\u30f3\u30b3\u30fc\u30c0\uff08= \u30b9\u30c8\u30ed\u30fc\u30af\u304b\u3089\u6f5c\u5728\u5909\u6570\u306e\u63a8\u5b9a\uff09\u306e\u8a13\u7df4\u3092\u8ffd\u52a0\u30c7\u30fc\u30bf\u306a\u3057\u3067\u884c\u3044\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u305f\u3068\u3048\u30e6\u30fc\u30b6\u304c\u7d75\u3092\u63cf\u304f\u9014\u4e2d\u6bb5\u968e\u3067\u3042\u3063\u3066\u3082\u3001\u30b9\u30c8\u30ed\u30fc\u30af\u306edisentangled\u306a\u8868\u73fe\u306b\u5408\u81f4\u3057\u3064\u3064\u3001\u9ad8\u54c1\u8cea\u306a\u753b\u50cf\u3092\u5b89\u5b9a\u7684\u306b\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u63d0\u6848\u306e\u751f\u6210AI\u6280\u8853\u3092\u691c\u8a3c\u3059\u308b\u305f\u3081\u30a2\u30cb\u30e1\u8096\u50cf\u753b\u306e\u5236\u4f5c\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u300cAniFaceDrawing\u300d\u3092\u958b\u767a\u3057\u3001\u305d\u306e\u6709\u7528\u6027\u3092\u8a55\u4fa1\u3057\u307e\u3057\u305f\u3002\u30e6\u30fc\u30b6\u30b9\u30bf\u30c7\u30a3\u3068\u3057\u306615\u540d\u306e\u5927\u5b66\u9662\u751f\u3092\u5bfe\u8c61\u306b\u3001AniFaceDrawing\u3092\u4f7f\u7528\u3057\u3066\u30a2\u30cb\u30e1\u30b9\u30bf\u30a4\u30eb\u306e\u8096\u50cf\u753b\u3092\u81ea\u7531\u306b\u5236\u4f5c\u3057\u3066\u3082\u3089\u3044\u307e\u3057\u305f\u3002\u306a\u304a\u3001\u30e6\u30fc\u30b6\u306f\u30b9\u30b1\u30c3\u30c1\u3092\u63cf\u304f\u969b\u3001\u30a2\u30cb\u30e1\u7d75\u306e\u5b8c\u6210\u4e88\u60f3\u56f3\u306b\u5bfe\u3059\u308b\u30ac\u30a4\u30c0\u30f3\u30b9\u306e\u30e2\u30fc\u30c9\u5207\u308a\u66ff\u3048\u304c\u53ef\u80fd\u3067\u3059\uff08\u5927\u57df\u7684\u306a\u60c5\u5831\u306e\u53ef\u8996\u5316\u3001\u307e\u305f\u306f\u8a73\u7d30\u90e8\u306e\u53ef\u8996\u5316\uff09\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u88ab\u9a13\u8005\u306f\u3001\u8868\u793a\u3055\u308c\u305f\u30ac\u30a4\u30c0\u30f3\u30b9\u304c\u81ea\u5206\u306e\u671b\u3080\u7d50\u679c\u306b\u5408\u81f4\u3057\u305f\u3089\u305d\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u300c\u30d4\u30f3\u7559\u3081\u300d\u306e\u4f5c\u696d\u3092\u884c\u3044\u3001\u3053\u306e\u4f5c\u696d\u3092\u7e70\u308a\u8fd4\u3057\u306a\u304c\u3089\u5165\u529b\u30b9\u30b1\u30c3\u30c1\u3092\u3055\u3089\u306b\u6d17\u7df4\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u53c2\u7167\u753b\u50cf\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u3001\u751f\u6210\u3055\u308c\u308b\u30a2\u30cb\u30e1\u8096\u50cf\u753b\u306b\u30ab\u30e9\u30fc\u60c5\u5831\u3092\u4ed8\u4e0e\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u6700\u5f8c\u306b\u3001\u88ab\u9a13\u8005\u306b\u5bfe\u3057\u30a2\u30f3\u30b1\u30fc\u30c8\u8abf\u67fb\u3092\u5b9f\u65bd\u3057\u305f\u7d50\u679c\u3001\u88ab\u9a13\u8005\u306f\u3001(1)\u751f\u6210\u7d50\u679c\u306b\u5bfe\u3059\u308b\u6e80\u8db3\u5ea6\u3084\u3001(2)\u30e6\u30fc\u30b6\u304c\u63cf\u304f\u7dda\u753b\u3068\u751f\u6210\u3055\u308c\u305f\u30ac\u30a4\u30c0\u30f3\u30b9\u306e\u30de\u30c3\u30c1\u30f3\u30b0\u7387\u306b\u304a\u3044\u3066\u3001\u63d0\u6848\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u9ad8\u304f\u8a55\u4fa1\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u672c\u7814\u7a76\u6210\u679c\u306f\u30012023\u5e748\u67086\u65e5\u304b\u308910\u65e5\u306b\u304b\u3051\u3066\u7c73\u56fd\u306e\u30ed\u30b5\u30f3\u30bc\u30eb\u30b9\u3067\u958b\u50ac\u306e\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u3068\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u6280\u8853\u306e\u30c8\u30c3\u30d7\u30ab\u30f3\u30d5\u30a1\u30ec\u30f3\u30b9\u300cACM SIGGRAPH 2023\u300d\u3067\u767a\u8868\u3055\u308c\u307e\u3059\u3002\u767a\u8868\u8ad6\u6587\u306f\u30012023\u5e747\u670823\u65e5\u306bACM Digital Library\u3067\u516c\u958b\u3055\u308c\u307e\u3057\u305f\u3002<br \/>\n\u306a\u304a\u672c\u7814\u7a76\u306f\u3001\u65e5\u672c\u5b66\u8853\u632f\u8208\u4f1a\uff08JSPS\uff09\u79d1\u7814\u8cbb\u82e5\u624b\u7814\u7a76\uff08JP20K19845\u304a\u3088\u3073 JP19K20316\uff09\u3001\u516c\u76ca\u8ca1\u56e3\u6cd5\u4eba\u6822\u68ee\u60c5\u5831\u79d1\u5b66\u632f\u8208\u8ca1\u56e3\u306e\u7814\u7a76\u52a9\u6210\u3092\u53d7\u3051\u3066\u5b9f\u65bd\u3057\u307e\u3057\u305f\u3002<\/p>\n<h4>\u4eca\u5f8c\u306e\u5c55\u958b<\/h4>\n<p>\u63d0\u6848\u306e\u751f\u6210AI\u6280\u8853\u306b\u3088\u3063\u3066\u3001\u305f\u3068\u3048\u521d\u5fc3\u8005\u3067\u3042\u3063\u3066\u3082\u3001\u5236\u4f5c\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u6700\u5927\u9650\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30e9\u30d5\u306a\u30b9\u30b1\u30c3\u30c1\u304b\u3089\u30e6\u30fc\u30b6\u304c\u671b\u3080\u9ad8\u54c1\u8cea\u306a\u30a2\u30cb\u30e1\u753b\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3057\u305f\u3002\u307e\u305f\u3001\u672c\u624b\u6cd5\u3067\u306f\u3001\u30b9\u30b1\u30c3\u30c1\u306e\u63cf\u304d\u9806\u306b\u4f9d\u5b58\u305b\u305a\u3001\u5236\u4f5c\u30d7\u30ed\u30bb\u30b9\u5168\u4f53\u3067\u4e00\u8cab\u3057\u3066\u9ad8\u54c1\u8cea\u306a\u30a2\u30cb\u30e1\u753b\u3092\u751f\u6210\u3067\u304d\u308b\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u307e\u3057\u305f\u3002<br \/>\n\u9577\u671f\u7684\u306b\u306f\u3001\u672c\u7814\u7a76\u7d50\u679c\u306f\u751f\u6210AI\u6280\u8853\u306e\u666e\u53ca\u306b\u8ca2\u732e\u3057\u3001\u30e6\u30fc\u30b6\u306e\u5275\u9020\u7684\u6d3b\u52d5\u3092\u652f\u63f4\u3059\u308b\u3053\u3068\u3067\u3001\u8eab\u4f53\u6027\u306b\u7d10\u3065\u3051\u3055\u308c\u305f\u30b9\u30ad\u30eb\u306e\u969c\u58c1\u3092\u306a\u304f\u3057\u3001\u4eba\u9593\u306e\u5275\u9020\u7684\u80fd\u529b\u3092\u6700\u5927\u9650\u306b\u62e1\u5f35\u3059\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\n<h4>\u7528\u8a9e\u89e3\u8aac<\/h4>\n<p>\u203b1\u3000StyleGAN<br \/>\n\u8fd1\u5e74\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u753b\u50cf\u751f\u6210AI\u306e\u4e00\u3064\u3002\u753b\u50cf\u7d30\u90e8\u306e\u7279\u5fb4\u304a\u3088\u3073\u6f5c\u5728\u7a7a\u9593\u306e\u975e\u7dda\u5f62\u5909\u63db\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u9ad8\u7cbe\u5ea6\u306a\u753b\u50cf\u306e\u751f\u6210\u3092\u53ef\u80fd\u3068\u3057\u307e\u3059\u3002<\/p>\n<p>\u203b2\u3000\u6f5c\u5728\u7a7a\u9593<br \/>\n\u5b66\u7fd2\u3055\u305b\u305f\u753b\u50cf\u306e\u7279\u5fb4\u91cf\u304c\u5206\u5e03\u3057\u3066\u3044\u308b\u4f4e\u6b21\u5143\u7a7a\u9593\u3002\u4efb\u610f\u306e\u753b\u50cf\u3092\u6f5c\u5728\u7a7a\u9593\u306b\u6295\u5f71\u3059\u308b\u3053\u3068\u3067\u753b\u50cf\u306e\u751f\u6210\u3084\u7de8\u96c6\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u203b3\u3000disentangled\u306a\u8868\u73fe<br \/>\n\u6f5c\u5728\u7a7a\u9593\u4e2d\u306e\u5404\u6b21\u5143\u304c\u89b3\u6e2c\u30c7\u30fc\u30bf\u4e2d\u306e\u56e0\u5b50\u3084\u7279\u5fb4\uff08\u300c\u8272\u300d\u300c\u5f62\u300d\u300c\u5927\u304d\u3055\u300d\u7b49\uff09\u3054\u3068\u306b\u5206\u304b\u308c\u3066\u3044\u308b\u3088\u3046\u306a\u72b6\u614b\u3068\u306a\u308a\u3001\u4e00\u3064\u306e\u6b21\u5143\u306e\u7279\u5fb4\u3092\u5909\u3048\u3066\u3082\u4ed6\u306e\u8981\u7d20\u304c\u540c\u6642\u306b\u5909\u5316\u3059\u308b\u3053\u3068\u304c\u751f\u3058\u307e\u305b\u3093\u3002<\/p>\n<h4>\u8ad6\u6587\u60c5\u5831<\/h4>\n<p>\u8ad6\u6587\u984c\u76ee\uff1aAniFaceDrawing: Anime Portrait Exploration during Your Sketching<br \/>\n\u767a\u8868\u5148\uff1aACM SIGGRAPH 2023<br \/>\n\u8457\u8005\uff1aZhengyu Huang*, Haoran Xie*, Tsukasa Fukusato**, Kazunori Miyata*<br \/>\n* \u5317\u9678\u5148\u7aef\u79d1\u5b66\u6280\u8853\u5927\u5b66\u9662 \u5148\u7aef\u79d1\u5b66\u6280\u8853\u7814\u7a76\u79d1<br \/>\n** \u65e9\u7a32\u7530\u5927\u5b66 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