{"id":39290,"date":"2022-06-03T15:20:00","date_gmt":"2022-06-03T19:20:00","guid":{"rendered":"https:\/\/www.sri.com\/?p=39290"},"modified":"2024-04-18T00:38:11","modified_gmt":"2024-04-18T04:38:11","slug":"ai%e3%82%92%e6%b4%bb%e7%94%a8%e3%81%97%e3%81%9f%e6%8a%80%e8%a1%93%e3%81%ae%e6%8e%a2%e6%b1%82%e3%83%bb%e7%99%ba%e5%b1%95%e3%81%a8%e6%96%b0%e5%a2%83%e5%9c%b0%e3%81%ae%e9%96%8b%e6%8b%93%e3%81%ab%e6%83%85","status":"publish","type":"post","link":"https:\/\/www.sri.com\/ja\/press\/story\/ai%e3%82%92%e6%b4%bb%e7%94%a8%e3%81%97%e3%81%9f%e6%8a%80%e8%a1%93%e3%81%ae%e6%8e%a2%e6%b1%82%e3%83%bb%e7%99%ba%e5%b1%95%e3%81%a8%e6%96%b0%e5%a2%83%e5%9c%b0%e3%81%ae%e9%96%8b%e6%8b%93%e3%81%ab%e6%83%85\/","title":{"rendered":"AI\u3092\u6d3b\u7528\u3057\u305f\u6280\u8853\u306e\u63a2\u6c42\u30fb\u767a\u5c55\u3068\u65b0\u5883\u5730\u306e\u958b\u62d3\u306b\u60c5\u71b1\u3092\u6ce8\u3050"},"content":{"rendered":"\n<div class=\"wp-block-group has-global-padding is-layout-constrained 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https:\/\/www.sri.com\/wp-content\/uploads\/2022\/06\/1usAFAy3AeDh-JTlX4DGVxw-600x338.jpeg 600w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-dashed-sep-1\"\/>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\">\u300cAI\u306e\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u300d\u3067\u4f55\u304c\u8d77\u3053\u3063\u3066\u3044\u308b\u306e\u304b<\/h2>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-dashed-sep-1\"\/>\n\n\n\n<p>\u4eca\u56de\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001SRI\u30a4\u30f3\u30bf\u30fc\u30ca\u30b7\u30e7\u30ca\u30eb\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30fc\u30d3\u30b8\u30e7\u30f3\u30e9\u30dc\u30e9\u30c8\u30ea\uff08Computer Vision Laboratory\uff09\u306e\u30c6\u30af\u30cb\u30ab\u30eb\u30c7\u30a3\u30ec\u30af\u30bf\u30fc\u3067\u3042\u308bYi 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Yao\u3068\u305d\u306e\u30c1\u30fc\u30e0\u306f\u3001\u300cAI\u306e\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u300d\u3067\u4f55\u304c\u8d77\u3053\u3063\u3066\u3044\u308b\u306e\u304b\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6c7a\u65ad\u306b\u6b21\u3050\u3001\u6c7a\u65ad<\/h2>\n\n\n\n<p>Yao\u3068\u305d\u306e\u30c1\u30fc\u30e0\u304c\u6ce8\u529b\u3057\u3066\u3044\u308b\u4ed5\u4e8b\u306f\u3001AI\u3092\u78ba\u5b9f\u306b\u7406\u89e3\u3057\u3001\u305d\u306e\u7cbe\u5ea6\u3001\u4fe1\u983c\u6027\u3001\u4e88\u6e2c\u30a4\u30f3\u30b5\u30a4\u30c8\uff08predictive insight\uff09\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u5f7c\u5973\u306b\u3088\u308b\u3068\u3001\u5909\u6570\u3092\u308f\u305a\u304b\u306b\u5909\u3048\u308b\u3060\u3051\u3067\u73fe\u5728\u306eAI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304b\u3089\u5f97\u3089\u308c\u308b\u3082\u306e\u3068\u306f\u5927\u304d\u304f\u7570\u306a\u308b\u7d50\u679c\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308b\u306e\u3067\u3001\u30c1\u30fc\u30e0\u306f\u305d\u306e\u7406\u7531\u3092\u7a81\u304d\u6b62\u3081\u3088\u3046\u3068\u3057\u3066\u3044\u308b\u3068\u306e\u3053\u3068\u3067\u3059\u3002\u300c\u81ea\u4fe1\u3092\u6301\u3063\u3066\u30c7\u30a3\u30fc\u30d7\u30e2\u30c7\u30eb\u3092\u5c55\u958b\u3057\u3001\u5805\u7262\u306aAI\u5bfe\u5fdc\u6280\u8853\u3092\u751f\u307f\u51fa\u3059\u306b\u306f\u3001\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u4ed5\u7d44\u307f\u3068\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u4ed5\u7d44\u307f\u3092\u771f\u306b\u7406\u89e3\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306e\u3067\u3059\u3002\u300d\u3068Yao\u306f\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u308b\u3067\u30de\u30b7\u30f3\u306e\u4e2d\u306b\u4eba\u9593\u304c\u3044\u308b\u3088\u3046\u306b<\/h2>\n\n\n\n<p>Yao\u535a\u58eb\u306e\u3082\u3046\uff11\u3064\u306e\u7814\u7a76\u5206\u91ce\u306f\u3001AI\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5b66\u7fd2\u3084\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u63a8\u8ad6\u306b\u4eba\u9593\u306e\u77e5\u8b58\u3092\u7d71\u5408\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u300c\u4eba\u9593\u306f\u7269\u7406\u5b66\u306b\u57fa\u3065\u3044\u305f\u89e3\u6790\u30e2\u30c7\u30eb\u3092\u5927\u91cf\u306b\u84c4\u7a4d\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u7d50\u679c\u3068\u3057\u3066\u9589\u5f62\u5f0f\uff08closed-form\uff09\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u306a\u3063\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u79c1\u305f\u3061\u306b\u306f\u73fe\u8c61\u3092\u8aac\u660e\u3059\u308b\u305f\u3081\u306e\u6570\u5b66\u7684\u30e2\u30c7\u30eb\u304c\u3042\u308a\u307e\u3059\u3002\u554f\u984c\u306f\u3001\u3053\u308c\u3092\u4f7f\u3063\u3066\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u3044\u304b\u306b\u8a13\u7df4\u3059\u308b\u304b\u306a\u306e\u3067\u3059\u3002\u300d\u3068Yao\u306f\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Yao\u535a\u58eb\u306f\u65b0\u5883\u5730\u3092\u63a2\u6c42\u3059\u308b\u3053\u3068\u304c\u5927\u597d\u304d\u3067\u3059\u3057\u3001SRI\u306f\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u8d77\u3053\u3059\u3053\u3068\u304c\u5927\u597d\u304d\u3067\u3059\u3002\u3053\u306e\u76f8\u601d\u76f8\u611b\u306a\u95a2\u4fc2\u306b\u3066\u3001Yao\u535a\u58eb\u3068\u305d\u306e\u30c1\u30fc\u30e0\u306fAI\u3092\u6d3b\u7528\u3057\u305f\u6280\u8853\u3092\u63a2\u6c42\u3057\u3066\u767a\u5c55\u3055\u305b\u3066\u3044\u307e\u3059\u3002Yao\u535a\u58eb\u306f\u3001\u300c\u3053\u308c\u306f\u65b0\u3057\u3044\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2\uff08\u65b0\u5883\u5730\uff09\u3067\u3059\u304c\u3001\u79c1\u305f\u3061\u306e\u30c1\u30fc\u30e0\u306f\u3053\u306e\u5206\u91ce\u306b\u975e\u5e38\u306b\u5f37\u3044\u3068\u601d\u3063\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001SRI\u304c\u3053\u308c\u307e\u3067\u653f\u5e9c\u652f\u63f4\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4e0b\u3067\u958b\u767a\u3057\u305f\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3082\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u307e\u3067\u3068\u540c\u69d8\u306b\u3001\u7814\u7a76\u3092\u5546\u696d\u7684\u306a\u30c1\u30e3\u30f3\u30b9\u306b\u7e4b\u3052\u308b\u3088\u3046\u306b\u53d6\u308a\u7d44\u3093\u3067\u3044\u307e\u3059\u3002\u300d\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Yi Yao\u535a\u58eb\u304cSRI\u306b\u3066\u624b\u639b\u3051\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8<\/h2>\n\n\n\n<p>Yao\u535a\u58eb\u304c\u3053\u308c\u307e\u3067\u306b\u643a\u308f\u3063\u305f\u3001\u3042\u308b\u3044\u306f\u73fe\u5728\u643a\u308f\u3063\u3066\u3044\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u2022 <a href=\"https:\/\/arxiv.org\/abs\/2011.10082\" target=\"_blank\" rel=\"noreferrer noopener\">Few-Shot\u5b66\u7fd2\u306b\u304a\u3051\u308b\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u9069\u5fdc\u3092\u7528\u3044\u305f\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u4e00\u8cab\u6027\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0(Hybrid Consistency Training with Prototype Adaptation for Few-Shot Learning)<\/a>\uff1a<\/strong>\u30c7\u30fc\u30bf\u304c\u5c11\u306a\u3044\uff08\u4f4e\u30c7\u30fc\u30bf\u306e\uff09\u9818\u57df\u306b\u5bfe\u3059\u308b\u6df1\u5c64\u5b66\u7fd2\u306e\u89e3\u6c7a\u306e\u63a2\u6c42\u3002Yao\u535a\u58eb\u3068\u5171\u8457\u8005\u304c\u6df1\u5c64\u5b66\u7fd2\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30ae\u30e3\u30c3\u30d7\u3092\u57cb\u3081\u308b\u305f\u3081\u306e\u65b0\u3057\u3044\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u958b\u767a\u3002<\/p>\n\n\n\n<p>\u2022 <strong><a href=\"https:\/\/arxiv.org\/abs\/2104.00742\" target=\"_blank\" rel=\"noreferrer noopener\">\u5171\u5909\u91cf\u30b7\u30d5\u30c8\u4e0b\u306b\u304a\u3051\u308b\u30c9\u30e1\u30a4\u30f3\u6c4e\u5316\u306e\u305f\u3081\u306e\u4fe1\u983c\u6027\u6821\u6b63(Confidence Calibration for Domain Generalization under Covariate Shift)<\/a><\/strong>\uff1a\u30e2\u30c7\u30eb\u6821\u6b63\u304c\u30c9\u30e1\u30a4\u30f3\u6c4e\u5316\u306e\u305f\u3081\u306e\u4fe1\u983c\u6027\u6821\u6b63\u306e\u8ab2\u984c\u306b\u3001\u30e2\u30c7\u30eb\u6821\u6b63\u304c\u3044\u304b\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u304b\u306b\u3064\u3044\u3066\u306e\u7814\u7a76\u3002<\/p>\n\n\n\n<p>\u2022 <strong><a href=\"https:\/\/arxiv.org\/abs\/2110.06863\" target=\"_blank\" rel=\"noreferrer noopener\">\u6ce8\u610f\u6307\u5411\u306e\u53cd\u5b9f\u4eee\u60f3\u7de8\u96c6\u306b\u3088\u308b\u30e6\u30fc\u30b6\u30fc\u306e\u30e1\u30f3\u30bf\u30eb\u30e2\u30c7\u30eb\u306e\u6539\u5584(Improving Users\u2019 Mental Model with Attention-directed Counterfactual Edits)<\/a><\/strong>\uff1a\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3092\u7528\u3044\u305fAI\u30b7\u30b9\u30c6\u30e0\u306b\u304a\u3051\u308b\u30a8\u30f3\u30c9\u30e6\u30fc\u30b6\u30fc\u306e\u30e1\u30f3\u30bf\u30eb\u30e2\u30c7\u30eb\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306e\u52b9\u679c\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u5fc5\u8981\u6027\u3092\u63a2\u308b\u3002<\/p>\n\n\n\n<p>\u2022 <strong><a href=\"https:\/\/arxiv.org\/abs\/2110.08335\" target=\"_blank\" rel=\"noreferrer noopener\">\u30c8\u30ed\u30a4\u306e\u6728\u99ac\u691c\u51fa\u306b\u304a\u3051\u308b\u30c8\u30dd\u30ed\u30b8\u30ab\u30eb\u30d7\u30e9\u30a4\u30e4\u30fc\uff08Topological Prior\uff09\u3092\u7528\u3044\u305f\u30c8\u30ea\u30ac\u30fc\u30cf\u30f3\u30c6\u30a3\u30f3\u30b0 (Trigger Hunting with a Topological Prior for Trojan Detection<\/a><\/strong>\uff1a\u30c8\u30ed\u30a4\u306e\u6728\u99ac\u306b\u611f\u67d3\u3057\u305f\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c7\u30fc\u30bf\u306b\u3088\u3063\u3066\u5f71\u97ff\u3092\u53d7\u3051\u305f\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7279\u5b9a\u3059\u308b\u3068\u3044\u3046\u8ab2\u984c\u306b\u5bfe\u5fdc\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306e\u5b9f\u73fe\u306b\u5411\u3051\u3066<\/h2>\n\n\n\n<p>Yao\u535a\u58eb\u306f\u3001SRI\u3067\u6d3b\u8e8d\u3059\u308b\u30af\u30ea\u30a8\u30a4\u30c6\u30a3\u30d6\u306a\u601d\u60f3\u5bb6\u3067\u3059\u3002\u5f53\u6642\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u8ab2\u984c\u304c\u3042\u307e\u308a\u306b\u3082\u8907\u96d1\u3067\u3042\u308b\u3053\u3068\u306b\u9a5a\u3044\u305f\u3068\u8a00\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u6642\u304c\u7d4c\u3063\u3066\u81ea\u3089\u306e\u5c02\u9580\u6027\u304c\u9ad8\u307e\u308b\u306b\u3064\u308c\u3001\u56f0\u96e3\u306a\u8ab2\u984c\u3082\u305d\u3046\u3067\u306a\u304f\u306a\u3063\u3066\u3044\u304d\u307e\u3057\u305f\u3002\u300cSRI\u3067\u4ed5\u4e8b\u3092\u7d9a\u3051\u3066\u3044\u304f\u3046\u3061\u306b\u3001\u624b\u639b\u3051\u3066\u3044\u308b\u4ed5\u4e8b\u304c\u975e\u5e38\u306b\u96e3\u3057\u3044\u3082\u306e\u3067\u3042\u3063\u3066\u3082\u3001\u305d\u306e\u6577\u5c45\u304c\u9ad8\u304f\u306a\u308b\u306b\u3064\u308c\u3066\u9a5a\u304b\u306a\u304f\u306a\u308a\u307e\u3057\u305f\u3002\u305d\u3057\u3066\u3001\u4eca\u3067\u306f\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u8ab2\u984c\u306e\u4e2d\u306b\u975e\u5e38\u306b\u96e3\u3057\u3044\u3082\u306e\u304c\u3042\u3063\u3066\u3082\u3001\u3081\u3063\u305f\u306b\u9a5a\u304f\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002SRI\u306f\u79c1\u306b\u7a7a\u3092\u98db\u3079\u308b\u3088\u3046\u306a\u7ffc\u3092\u4e0e\u3048\u3066\u304f\u308c\u3066\u3001\u79c1\u306e\u5275\u9020\u6027\u3092\u73fe\u5b9f\u306e\u8ab2\u984c\u306b\u5fdc\u7528\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u3066\u304f\u308c\u307e\u3057\u305f\u3002\u300d\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u300cAI\u306e\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u300d\u3067\u4f55\u304c\u8d77\u3053\u3063\u3066\u3044\u308b\u306e\u304b<\/p>\n","protected":false},"author":11,"featured_media":39292,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","_yoast_wpseo_primary_category":924,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[924,954],"tags":[],"ppma_author":[827],"class_list":["post-39290","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-story","category-954"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI\u3092\u6d3b\u7528\u3057\u305f\u6280\u8853\u306e\u63a2\u6c42\u30fb\u767a\u5c55\u3068\u65b0\u5883\u5730\u306e\u958b\u62d3\u306b\u60c5\u71b1\u3092\u6ce8\u3050 - SRI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.sri.com\/ja\/press\/story\/ai\u3092\u6d3b\u7528\u3057\u305f\u6280\u8853\u306e\u63a2\u6c42\u30fb\u767a\u5c55\u3068\u65b0\u5883\u5730\u306e\u958b\u62d3\u306b\u60c5\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI\u3092\u6d3b\u7528\u3057\u305f\u6280\u8853\u306e\u63a2\u6c42\u30fb\u767a\u5c55\u3068\u65b0\u5883\u5730\u306e\u958b\u62d3\u306b\u60c5\u71b1\u3092\u6ce8\u3050 - SRI\" \/>\n<meta property=\"og:description\" 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