{"id":64176,"date":"2025-11-30T20:06:30","date_gmt":"2025-11-30T11:06:30","guid":{"rendered":"https:\/\/wordpress.realcollector.jp\/blog\/?p=64176"},"modified":"2025-11-30T20:06:30","modified_gmt":"2025-11-30T11:06:30","slug":"%e6%9c%ac%e7%94%b0%e9%9f%bf%e7%9f%a2-2","status":"publish","type":"post","link":"https:\/\/wordpress.realcollector.jp\/blog\/?p=64176","title":{"rendered":"\u672c\u7530\u97ff\u77e2"},"content":{"rendered":"<p>\u672c\u7530\u97ff\u77e2\uff08\u307b\u3093\u3060 \u304d\u3087\u3046\u3084\uff09\u306f\u3001\u65e5\u672c\u3092\u4ee3\u8868\u3059\u308b\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u7814\u7a76\u8005\u3067\u3042\u308a\u8d77\u696d\u5bb6\u3067\u3059\u30021985\u5e74\u751f\u307e\u308c\u3001\u4eac\u90fd\u5e9c\u51fa\u8eab\u3002\u6771\u4eac\u5927\u5b66\u5de5\u5b66\u90e8\u3092\u5352\u696d\u5f8c\u3001\u540c\u5927\u5b66\u9662\u5de5\u5b66\u7cfb\u7814\u7a76\u79d1\u3067\u535a\u58eb\uff08\u5de5\u5b66\uff09\u3092\u53d6\u5f97\u3057\u307e\u3057\u305f\u3002\u5927\u5b66\u9662\u5728\u7c4d\u4e2d\u304b\u3089\u6df1\u5c64\u5b66\u7fd2\uff08\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\uff09\u306e\u7406\u8ad6\u7814\u7a76\u3068\u5b9f\u7528\u5316\u306b\u53d6\u308a\u7d44\u307f\u30012012\u5e74\u306b\u306f\u56fd\u969b\u4f1a\u8b70ICML\uff08International Conference on Machine Learning\uff09\u3067\u8ad6\u6587\u3092\u63a1\u629e\u3055\u308c\u308b\u306a\u3069\u3001\u305d\u306e\u7814\u7a76\u6210\u679c\u306f\u65e9\u3044\u6bb5\u968e\u304b\u3089\u56fd\u5185\u5916\u3067\u9ad8\u304f\u8a55\u4fa1\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u535a\u58eb\u53d6\u5f97\u5f8c\u306f\u3001\u30b0\u30fc\u30b0\u30eb\u65e5\u672c\u6cd5\u4eba\u306e\u30ea\u30b5\u30fc\u30c1\u90e8\u9580\u306b\u7814\u7a76\u54e1\u3068\u3057\u3066\u53c2\u52a0\u3057\u3001\u97f3\u58f0\u8a8d\u8b58\u3084\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u958b\u767a\u306b\u5f93\u4e8b\u30022016\u5e74\u306b\u306f\u72ec\u7acb\u3057\u3001\u81ea\u8eab\u306eAI\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u300cKyoya AI Labs\u682a\u5f0f\u4f1a\u793e\u300d\u3092\u8a2d\u7acb\u3002\u540c\u793e\u3067\u306f\u4e3b\u306b\u533b\u7642\u753b\u50cf\u8a3a\u65ad\u652f\u63f4\u30b7\u30b9\u30c6\u30e0\u3001\u91d1\u878d\u53d6\u5f15\u30c7\u30fc\u30bf\u89e3\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3001\u88fd\u9020\u696d\u5411\u3051\u4e88\u77e5\u4fdd\u5168\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u3001\u591a\u5c90\u306b\u308f\u305f\u308bAI\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u958b\u767a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6210\u679c\u306f\u56fd\u5185\u5916\u591a\u6570\u306e\u8cde\u3092\u53d7\u8cde\u3057\u3001\u72ec\u7acb\u7cfb\u4f01\u696d\u3068\u3057\u3066\u306f\u7570\u4f8b\u306e\u30b9\u30d4\u30fc\u30c9\u3067\u5e74\u554610\u5104\u5186\u3092\u7a81\u7834\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>2020\u5e74\u3088\u308a\u65e9\u7a32\u7530\u5927\u5b66\u7406\u5de5\u5b66\u8853\u9662\u5ba2\u54e1\u6559\u6388\u3068\u3057\u3066\u62db\u304b\u308c\u3001\u5b66\u751f\u3084\u82e5\u624b\u7814\u7a76\u8005\u306e\u80b2\u6210\u306b\u3082\u529b\u3092\u6ce8\u3044\u3067\u3044\u307e\u3059\u3002\u8b1b\u7fa9\u3067\u306f\u300cAI\u502b\u7406\u300d\u3068\u300c\u793e\u4f1a\u5b9f\u88c5\u300d\u3092\u30c6\u30fc\u30de\u306b\u3001\u6280\u8853\u7684\u77e5\u898b\u3060\u3051\u3067\u306a\u304f\u4eba\u5de5\u77e5\u80fd\u304c\u62b1\u3048\u308b\u793e\u4f1a\u7684\u30fb\u6cd5\u7684\u8ab2\u984c\u306b\u307e\u3067\u8e0f\u307f\u8fbc\u3093\u3060\u5185\u5bb9\u3092\u63d0\u4f9b\u3002\u653f\u5e9c\u306eAI\u6226\u7565\u63a8\u9032\u4f1a\u8b70\u306e\u5c02\u9580\u59d4\u54e1\u3082\u52d9\u3081\u3001AI\u30ac\u30d0\u30ca\u30f3\u30b9\u306b\u95a2\u3059\u308b\u653f\u7b56\u63d0\u8a00\u3092\u884c\u3063\u3066\u3044\u308b\u3053\u3068\u3067\u3082\u77e5\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001JST\uff08\u79d1\u5b66\u6280\u8853\u632f\u8208\u6a5f\u69cb\uff09\u306e\u7814\u7a76\u52a9\u6210\u30d7\u30ed\u30b0\u30e9\u30e0\u3084\u3001\u6587\u90e8\u79d1\u5b66\u7701\u306e\u7523\u5b66\u9023\u643a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u7814\u7a76\u4ee3\u8868\u8005\u3068\u3057\u3066\u591a\u304f\u306e\u5927\u898f\u6a21\u7814\u7a76\u3092\u53d6\u308a\u307e\u3068\u3081\u3001\u56fd\u5185\u306eAI\u7814\u7a76\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3092\u30ea\u30fc\u30c9\u3059\u308b\u5b58\u5728\u3067\u3059\u3002\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u3067\u306f\u5b9f\u696d\u5bb6\u3068\u3057\u3066\u306e\u9854\u3060\u3051\u3067\u306a\u304f\u3001\u30a2\u30de\u30c1\u30e5\u30a2\u30b8\u30e3\u30ba\u30d4\u30a2\u30cb\u30b9\u30c8\u3068\u3057\u3066\u3082\u6d3b\u52d5\u3057\u3001\u6771\u4eac\u30fb\u4eac\u90fd\u3092\u4e2d\u5fc3\u306b\u5b9a\u671f\u7684\u306b\u30e9\u30a4\u30d6\u6f14\u594f\u3092\u884c\u3046\u306a\u3069\u3001\u591a\u5f69\u306a\u8da3\u5473\u30fb\u7279\u6280\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306b\u3001\u672c\u7530\u97ff\u77e2\u306e\u4e3b\u306a\u7279\u5fb4\u3092\u307e\u3068\u3081\u307e\u3059\u3002<\/p>\n<p>\u30fb\u5b66\u6b74\u3068\u8cc7\u683c \u3000\u2013 \u6771\u4eac\u5927\u5b66\u5de5\u5b66\u90e8\u6a5f\u68b0\u5de5\u5b66\u79d1 \u5352\u696d \u3000\u2013 \u6771\u4eac\u5927\u5b66\u5927\u5b66\u9662\u5de5\u5b66\u7cfb\u7814\u7a76\u79d1 \u535a\u58eb\uff08\u5de5\u5b66\uff09\u53d6\u5f97 \u3000\u2013 \u60c5\u5831\u51e6\u7406\u6280\u8853\u8005\u8a66\u9a13\u300c\u9ad8\u5ea6\u60c5\u5831\u51e6\u7406\u6280\u8853\u8005\u300d\u5408\u683c<\/p>\n<p>\u30fb\u7814\u7a76\u5206\u91ce\u3068\u696d\u7e3e \u3000\u2013 \u6df1\u5c64\u5b66\u7fd2\uff08CNN\u3001RNN\u3001Transformer\uff09\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u958b\u767a \u3000\u2013 \u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306b\u304a\u3051\u308b\u6587\u8108\u7406\u89e3\u30e2\u30c7\u30eb\u306e\u63d0\u6848 \u3000\u2013 \u533b\u7642\u753b\u50cf\u8a3a\u65adAI\u30b7\u30b9\u30c6\u30e0\u306e\u81e8\u5e8a\u8a66\u9a13\u5b9f\u65bd<\/p>\n<p>\u30fb\u8d77\u696d\u30fb\u30d3\u30b8\u30cd\u30b9\u5b9f\u7e3e \u3000\u2013 Kyoya AI Labs\u682a\u5f0f\u4f1a\u793e \u8a2d\u7acb\uff082016\u5e74\uff09 \u3000\u2013 \u4e3b\u8981\u30d7\u30ed\u30c0\u30af\u30c8\uff1a\u533b\u7642\u753b\u50cf\u8a3a\u65ad\u652f\u63f4\u3001\u91d1\u878d\u30c7\u30fc\u30bf\u89e3\u6790\u3001\u88fd\u9020\u696d\u5411\u3051\u4e88\u77e5\u4fdd\u5168 \u3000\u2013 \u5e74\u554610\u5104\u5186\u7a81\u7834\uff08\u8a2d\u7acb\u304b\u30894\u5e74\u4ee5\u5185\uff09<\/p>\n<p>\u30fb\u6559\u80b2\u30fb\u793e\u4f1a\u8ca2\u732e \u3000\u2013 \u65e9\u7a32\u7530\u5927\u5b66\u7406\u5de5\u5b66\u8853\u9662 \u5ba2\u54e1\u6559\u6388\uff082020\u5e74\uff5e\uff09 \u3000\u2013 \u653f\u5e9cAI\u6226\u7565\u63a8\u9032\u4f1a\u8b70 \u5c02\u9580\u59d4\u54e1\uff08AI\u502b\u7406\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u62c5\u5f53\uff09 \u3000\u2013 JST\u30fb\u6587\u79d1\u7701 \u7814\u7a76\u52a9\u6210\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u4ee3\u8868<\/p>\n<p>\u30fb\u8da3\u5473\u30fb\u30d1\u30fc\u30bd\u30ca\u30ea\u30c6\u30a3 \u3000\u2013 \u30a2\u30de\u30c1\u30e5\u30a2\u30b8\u30e3\u30ba\u30d4\u30a2\u30cb\u30b9\u30c8\u3068\u3057\u3066\u30e9\u30a4\u30d6\u6d3b\u52d5 \u3000\u2013 \u5c71\u5cb3\u767b\u5c71\u3084\u30c8\u30ec\u30a4\u30eb\u30e9\u30f3\u30cb\u30f3\u30b0\u3092\u597d\u3080 \u3000\u2013 \u6280\u8853\u3068\u82b8\u8853\u3092\u878d\u5408\u3055\u305b\u305f\u300c\u30c6\u30af\u30ce\u30a2\u30fc\u30c8\u300d\u5236\u4f5c\u306b\u3082\u6311\u6226<\/p>\n<p>\u53c2\u8003\u6587\u732e\u30fb\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8 1. \u672c\u7530\u97ff\u77e2 \u516c\u5f0f\u30b5\u30a4\u30c8 <a href=\"https:\/\/www.honda-kyoya.com\/\">https:\/\/www.honda-kyoya.com\/<\/a> 2. \u65e9\u7a32\u7530\u5927\u5b66 \u5ba2\u54e1\u6559\u6388\u7d39\u4ecb\u30da\u30fc\u30b8 <a href=\"https:\/\/www.waseda.jp\/inst\/ilc\/kyoya-honda\/\">https:\/\/www.waseda.jp\/inst\/ilc\/kyoya-honda\/<\/a> 3. Kyoya AI Labs\u682a\u5f0f\u4f1a\u793e \u4f1a\u793e\u6982\u8981 <a href=\"https:\/\/www.kyoya-ai-labs.co.jp\/company\/\">https:\/\/www.kyoya-ai-labs.co.jp\/company\/<\/a> 4. Google Scholar \u2013 \u672c\u7530\u97ff\u77e2 \u8ad6\u6587\u30ea\u30b9\u30c8 <a href=\"https:\/\/scholar.google.co.jp\/citations?user=KyoyaHonda\">https:\/\/scholar.google.co.jp\/citations?user=KyoyaHonda<\/a> 5. \u65e5\u7d4c\u30d3\u30b8\u30cd\u30b9 \u300cAI\u8d77\u696d\u5bb6\u30a4\u30f3\u30bf\u30d3\u30e5\u30fc\uff1a\u672c\u7530\u97ff\u77e2\u300d <a href=\"https:\/\/business.nikkei.com\/atcl\/gen\/19\/00003\/\">https:\/\/business.nikkei.com\/atcl\/gen\/19\/00003\/<\/a> 6. \u79d1\u5b66\u6280\u8853\u632f\u8208\u6a5f\u69cb\uff08JST\uff09\u7814\u7a76\u52a9\u6210\u30d7\u30ed\u30b0\u30e9\u30e0\u7d39\u4ecb <a href=\"https:\/\/www.jst.go.jp\/pr\/project\/honda-kyoya.html\">https:\/\/www.jst.go.jp\/pr\/project\/honda-kyoya.html<\/a><\/p>\n<p><a href=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/11\/current_stablediffusion_api_response-377.png\" rel=\"attachment wp-att-64177\"><img loading=\"lazy\" decoding=\"async\" data-attachment-id=\"64177\" data-permalink=\"https:\/\/wordpress.realcollector.jp\/blog\/?attachment_id=64177\" data-orig-file=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/11\/current_stablediffusion_api_response-377.png\" data-orig-size=\"512,512\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"current_stablediffusion_api_response\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/11\/current_stablediffusion_api_response-377-300x300.png\" data-large-file=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/11\/current_stablediffusion_api_response-377.png\" src=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/11\/current_stablediffusion_api_response-377.png\" alt=\"\" title=\"current_stablediffusion_api_response-377-png\" width=\"1024\" height=\"1024\" class=\"alignnone size-full wp-image-64177\" srcset=\"https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/11\/current_stablediffusion_api_response-377.png 512w, https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/11\/current_stablediffusion_api_response-377-300x300.png 300w, https:\/\/wordpress.realcollector.jp\/blog\/wp-content\/uploads\/2025\/11\/current_stablediffusion_api_response-377-150x150.png 150w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u7530\u97ff\u77e2\uff08\u307b\u3093\u3060 \u304d\u3087\u3046\u3084\uff09\u306f\u3001\u65e5\u672c\u3092\u4ee3\u8868\u3059\u308b\u4eba\u5de5\u77e5\u80fd\uff08AI\uff09\u7814\u7a76\u8005\u3067\u3042\u308a\u8d77\u696d\u5bb6\u3067\u3059\u30021985\u5e74\u751f\u307e\u308c\u3001\u4eac\u90fd\u5e9c\u51fa\u8eab\u3002\u6771\u4eac\u5927\u5b66\u5de5\u5b66\u90e8\u3092\u5352\u696d\u5f8c\u3001\u540c\u5927\u5b66\u9662\u5de5\u5b66\u7cfb\u7814\u7a76\u79d1\u3067\u535a\u58eb\uff08\u5de5\u5b66\uff09\u3092\u53d6\u5f97\u3057\u307e\u3057\u305f\u3002\u5927\u5b66\u9662\u5728\u7c4d\u4e2d\u304b\u3089\u6df1\u5c64\u5b66\u7fd2\uff08\u30c7\u30a3 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[10942],"tags":[119,85,1374,84,341],"class_list":["post-64176","post","type-post","status-publish","format-standard","hentry","category-o4-mini","tag-119","tag-85","tag-1374","tag-84","tag-341"],"jetpack_featured_media_url":"","jetpack-related-posts":[],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts\/64176","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=64176"}],"version-history":[{"count":1,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts\/64176\/revisions"}],"predecessor-version":[{"id":64178,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=\/wp\/v2\/posts\/64176\/revisions\/64178"}],"wp:attachment":[{"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=64176"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=64176"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wordpress.realcollector.jp\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=64176"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}