{"id":39122,"date":"2018-09-17T00:00:37","date_gmt":"2018-09-16T16:00:37","guid":{"rendered":"https:\/\/case.ntu.edu.tw\/blog\/?p=39122"},"modified":"2022-01-05T01:01:12","modified_gmt":"2022-01-04T17:01:12","slug":"%e4%b8%8d%e7%9f%a5%e7%82%ba%e4%b8%8d%e7%9f%a5%e7%9a%84%e6%99%ba%e6%85%a7","status":"publish","type":"post","link":"https:\/\/case.ntu.edu.tw\/blog\/?p=39122","title":{"rendered":"\u4e0d\u77e5\u70ba\u4e0d\u77e5\u7684\u667a\u6167"},"content":{"rendered":"<div class=\"single-post-media clr\">\n<div class=\"post-thumbnail\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/highscope.ch.ntu.edu.tw\/wordpress\/wp-content\/uploads\/2018\/09\/%E9%9B%BB%E8%85%A6%E8%A6%96%E8%A6%BA-1.png\" alt=\"\u4e0d\u77e5\u70ba\u4e0d\u77e5\u7684\u667a\u6167\" width=\"500\" height=\"332\" \/><\/div>\n<\/div>\n<div class=\"entry clr\">\n<div class=\"pf-content\">\n<p><strong>\u7de8\u8b6f\uff0f\u81fa\u5927\u8cc7\u5de5\u6240 \u8a31\u6649\u83ef<\/strong><\/p>\n<p><strong>\u904e\u5ea6\u81ea\u4fe1<\/strong><\/p>\n<p>\u829d\u52a0\u54e5\u4f0a\u5229\u8afe\u4f0a\u5927\u5b78\u8cc7\u5de5\u6559\u6388Brian 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Behpour\u548c\u5361\u5167\u57fa\u6885\u9686\u5927\u5b78Kris Kitani\u7684\u5408\u4f5c\u7d50\u679c\uff0cZiebart\u7684\u6df7\u6c8cAI\u5728ImageNet\u7269\u9ad4\u5075\u6e2c\u4efb\u52d9\u4e2d\uff0c\u6210\u529f\u8fa8\u8b58\u7387\u751a\u81f3\u8f03\u76ee\u524d\u8868\u73fe\u4eae\u773c\u7684\u8cc7\u6599\u589e\u5f37 ( data augmentation ) \u6cd5\u76f8\u6bd4\uff0c\u9084\u9ad8\u4e8616%\uff0c\u5df2\u662f\u76f8\u7576\u512a\u7570\u7684\u6210\u679c\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u7de8\u8b6f\u4f86\u6e90<\/strong><\/p>\n<p>Tucker Davey. \u201c<a href=\"https:\/\/futureoflife.org\/2018\/03\/15\/how-ai-handles-uncertainty-brian-ziebart\/\">How AI Handles Uncertainty: An Interview With Brian Ziebart.<\/a>\u201d\u00a0Future of Life, 2018.<\/p>\n<p><strong>\u53c3\u8003\u8cc7\u6599<\/strong><\/p>\n<p>S. Behpour, K. M. Kitani, and B. D. Ziebart.\u00a0<a href=\"https:\/\/arxiv.org\/pdf\/1710.07735v2.pdf\">ADA: A Game-Theoretic Perspective on Data Augmentation for Object Detection.<\/a>\u00a0Arxiv.org, 2018.<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u8a13\u7df4\u96fb\u8166\u8996\u89ba\u6642\uff0c\u7531\u65bc\u7121\u6cd5\u5b8c\u5168\u8907\u88fd\u771f\u5be6\u4e16\u754c\uff0c\u7531\u76f8\u7247\u3001\u96fb\u8166\u751f\u6210\u5f71\u50cf\u3001\u771f\u5be6\u6216\u6a21\u64ec\u5f71\u7247\u5f59\u7e3d\u800c\u6210\u7684\u8a13\u7df4\u8cc7\u6599\u96c6\uff0c\u4fbf\u6210\u70baAI\u552f\u4e00\u7684\u6559\u6750\u3002\u85c9\u7531\u4eba\u5de5\u7e6a\u88fd\u6846\u754c\u6a19\u8a18\u5f71\u50cf\u4e2d\u7684\u7269\u9ad4\u7a2e\u985e\uff0cAI\u5f97\u4ee5\u4ea6\u6b65\u4ea6\u8da8\u5730\u5b78\u7fd2\u8fa8\u5225\u773c\u524d\u7684\u7269\u4ef6\u3002\u96d6\u53ef\u5728\u7c21\u5316\u7684\u865b\u64ec\u60c5\u5883\u4e2d\u5f88\u5feb\u53d6\u5f97\u51fa\u8272\u8868\u73fe\uff0c\u7136\u800c\u96a8\u8457\u74b0\u5883\u6108\u52a0\u8907\u96dc\uff0c\u9019\u6a23\u7684\u505a\u6cd5\u4e0d\u514d\u75b2\u614b\u6f38\u9732\u3002\u8209\u4f8b\u4f86\u8aaa\uff1a\u771f\u5be6\u76f8\u7247\u4e2d\u7684\u4eba\u50cf\uff0c\u7d93\u5e38\u56e0\u70ba\u89d2\u5ea6\u554f\u984c\uff0c\u7121\u6cd5\u770b\u5230\u5b8c\u6574\u7684\u624b\u8173\u8f2a\u5ed3\u3002\u6b64\u5916\uff0c\u4eba\u5de5\u5b9a\u7fa9\u7684\u908a\u6846\u96d6\u7136\u4f5c\u70ba\u6a19\u6e96\u7b54\u6848\uff0c\u537b\u4e5f\u5f80\u5f80\u76f8\u7576\u6a21\u7cca\u3002\u9019\u4e9b\u554f\u984c\u770b\u4f3c\u8f15\u9b06\uff0c\u4f46\u80cc\u5f8c\u5168\u90fd\u6307\u5411\u4e00\u500b\u6700\u57fa\u672c\u7684\u554f\u984c\uff1a\u4eba\u5de5\u667a\u80fd\u61c9\u7576\u5982\u4f55\u61c9\u5c0d\u771f\u5be6\u4e16\u754c\u4e2d\u4e0d\u53ef\u907f\u514d\u7684\u6df7\u4e82\u8207\u4e0d\u78ba\u5b9a\u6027\uff1f<\/p>\n","protected":false},"author":21,"featured_media":39123,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3772,3293],"tags":[6192,6193,4135],"aioseo_notices":[],"jetpack_featured_media_url":"https:\/\/case.ntu.edu.tw\/blog\/wp-content\/uploads\/2022\/01\/\u96fb\u8166\u8996\u89ba-1.png","_links":{"self":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/39122"}],"collection":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=39122"}],"version-history":[{"count":1,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/39122\/revisions"}],"predecessor-version":[{"id":39124,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/posts\/39122\/revisions\/39124"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=\/wp\/v2\/media\/39123"}],"wp:attachment":[{"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=39122"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=39122"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/case.ntu.edu.tw\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=39122"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}