{"id":27608,"date":"2018-06-30T02:10:30","date_gmt":"2018-06-29T18:10:30","guid":{"rendered":"http:\/\/www.fagao.me\/?p=27608"},"modified":"2018-06-30T02:10:30","modified_gmt":"2018-06-29T18:10:30","slug":"%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e5%af%b9%e6%8a%97%e6%a1%88%e4%be%8b%e6%84%9a%e5%bc%84google%e5%9b%be%e5%83%8f%e8%af%86%e5%88%ab%e7%ae%97%e6%b3%95","status":"publish","type":"post","link":"https:\/\/www.fagao.me\/p\/27608.htm","title":{"rendered":"\u673a\u5668\u5b66\u4e60\u5bf9\u6297\u6848\u4f8b\u611a\u5f04Google\u56fe\u50cf\u8bc6\u522b\u7b97\u6cd5"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.fagao.me\/images\/uploads\/2019_016.jpg\" alt=\"\"><\/p>\n<p><span class=\"bjh-p\">2018\u5e74CES\u5728\u7f8e\u56fd\u62c9\u65af\u7ef4\u52a0\u65af\u53ec\u5f00\uff0c\u7ad9\u5728\u98ce\u53e3\u6d6a\u5c16\u4e0a\u7684\u79d1\u6280\u4f01\u4e1a\u7eb7\u7eb7\u51fa\u52a8\uff0c\u5728\u4f1a\u573a\u5404\u663e\u795e\u901a\u5730\u5c55\u793a\u81ea\u5df1\u7684\u79d1\u6280\u4ea7\u54c1\u548c\u5404\u79cd\u667a\u80fd\u7b97\u6cd5\u3002\u8fd1\u5e74\u6765\uff0c\u4eba\u5de5\u667a\u80fd\u7684\u6d6a\u6f6e\u4e0d\u65ad\u62cd\u6253\u7740 IT\u9886\u57df\u7684\u6d77\u5cb8\uff0c\u5404\u5bb6\u79d1\u6280\u5de8\u5934\u4eec\u90fd\u559c\u6b22\u5411\u5916\u9a84\u50b2\u5730\u5ba3\u5e03\u81ea\u5df1\u7684\u7b97\u6cd5\u80fd\u591f\u5982\u4f55\u5b8c\u7f8e\u5730\u8bc6\u522b\u56fe\u7247\u3002\u7136\u800c\u4e8b\u5b9e\u8fd8\u662f\u80fd\u591f\u8bc1\u660e\u56fe\u50cf\u8bc6\u522b\u7b97\u6cd5\u6240\u5b58\u5728\u7684\u5f31\u70b9\u4ee5\u53ca\u6076\u610f\u653b\u51fb\u8005\u80fd\u591f\u9488\u5bf9\u7b97\u6cd5\u5f31\u70b9\u8fdb\u884c\u4e00\u5b9a\u7684\u5229\u7528\u3002<\/span><\/p>\n<div class=\"img-container\"><\/div>\n<p><span class=\"bjh-p\">\u7b97\u6cd5\u9762\u5bf9\u7684\u5e7b\u8c61\u548c\u5e7b\u542c<\/span><\/p>\n<p><span class=\"bjh-p\">\u65e9\u5728 2015\u5e74\u8c37\u6b4c\u3001\u5fae\u8f6f\u548c\u4e2d\u56fd\u767e\u5ea6\u5c31\u8868\u793a\uff0c\u4ed6\u4eec\u7684\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\u5c31\u5df2\u7ecf\u80fd\u591f\u5728\u57fa\u672c\u529f\u80fd\u4e0a\u8d85\u8d8a\u4eba\u7c7b\uff0c\u5b9e\u73b0\u5224\u65ad\u548c\u8bc6\u522b\u3002<\/span><\/p>\n<p><span class=\"bjh-p\">\u800c\u5728 2017\u5e74 12\u6708\uff0cFacebook\u7ee7\u7eed\u5ba3\u5e03\u4e86\u81ea\u5df1\u7684\u4eba\u8138\u8bc6\u522b\u7b97\u6cd5\u5df2\u7ecf\u5f97\u5230\u4e86\u5347\u7ea7\u6362\u4ee3\uff0c\u8be5\u7b97\u6cd5\u5728\u7528\u6237\u81ea\u5df1\u6ca1\u6709\u6807\u8bb0\u7167\u7247\uff08\u53ea\u662f\u88ab\u5176\u4ed6\u4eba\u62cd\u5230\uff09\u7684\u60c5\u51b5\u4e0b\uff0c\u4e5f\u80fd\u7ed9\u4f60\u53d1\u9001\u7167\u7247\u63d0\u9192\u3002<\/span><\/p>\n<div class=\"img-container\"><\/div>\n<p><span class=\"bjh-p\">\u4f46\u7b97\u6cd5\u548c\u4eba\u7c7b\u4e0d\u540c\u3002\u7b97\u6cd5\u5bb9\u6613\u53d7\u5230\u7279\u5b9a\u7c7b\u578b\u7684\u95ee\u9898\u7684\u56f0\u6270\uff0c\u4e5f\u5c31\u662f\u5b58\u5728\u201c\u5bf9\u6297\u6848\u4f8b\uff08Adversarial Example\uff09\u201d\u3002\u4e00\u4e9b\u653b\u51fb\u8005\u4f1a\u7cbe\u5fc3\u8bbe\u8ba1\u51fa\u89c6\u89c9\u5047\u8c61\uff0c\u8bef\u5bfc\u5e76\u8bf1\u4f7f\u8ba1\u7b97\u673a\u4f5c\u51fa\u9519\u8bef\u5224\u65ad\uff0c\u6216\u8005\u5931\u53bb\u5224\u65ad\u7684\u51c6\u5ea6\uff0c\u8ba1\u7b97\u673a\u5c31\u53ef\u80fd\u4f1a\u628a\u718a\u732b\u7684\u56fe\u7247\u8bc6\u522b\u6210\u957f\u81c2\u733f\u3002\u540c\u6837\uff0c\u8fd9\u79cd\u6b3a\u8bc8\u624b\u6bb5\u4e0d\u4ec5\u4ec5\u9488\u5bf9\u8ba1\u7b97\u673a\u56fe\u50cf\uff0c\u8fd8\u53ef\u4ee5\u662f\u9488\u5bf9\u97f3\u9891\u6216\u8005\u6587\u5b57\u7684\u3002\u56e0\u6b64\u8fd9\u4e5f\u662f\u4e00\u79cd\u7b97\u6cd5\u80fd\u591f\u770b\u5230\u7684\u5e7b\u89c9\uff0c\u6216\u542c\u89c1\u7684\u5e7b\u542c\u3002<\/span><\/p>\n<p><span class=\"bjh-p\">\u718a\u732b\u8fd8\u662f\u957f\u81c2\u733f\uff0c\u8fd9\u4e2a\u9519\u8bef\u770b\u4e0a\u53bb\u53ef\u80fd\u8fd8\u50cf\u662f\u4f4e\u5c42\u6b21\u7684\u3002\u4f46\u5982\u679c\u653b\u51fb\u8005\u80fd\u591f\u5229\u7528\u76f8\u540c\u7684\u65b9\u6cd5\u63a7\u5236\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u7684 AI\u7cfb\u7edf\uff0c\u95ee\u9898\u5c31\u4f1a\u53d8\u7684\u68d8\u624b\u8d77\u6765\u3002\u5e94\u8be5\u9650\u901f\u7684\u65f6\u523b\uff0c\u653b\u51fb\u8005\u5982\u679c\u80fd\u6210\u529f\u5229\u7528\u81ea\u52a8\u9a7e\u9a76\u7684\u7b97\u6cd5\uff0c\u5c31\u53ef\u4ee5\u8bbe\u6cd5\u8ba9\u7cfb\u7edf\u72af\u9519\u3002\u5b9e\u9645\u4e0a\uff0c\u8fd9\u6837\u7684\u4e8b\u60c5\u5df2\u7ecf\u53d1\u751f\uff0c\u653b\u51fb\u8005\u5df2\u7ecf\u5f00\u59cb\u4f7f\u7528\u7b97\u6cd5\u7684\u5f31\u70b9\u6765\u7ed5\u8fc7\u5783\u573e\u90ae\u4ef6\u8fc7\u6ee4\u4e4b\u7c7b\u7684\u7cfb\u7edf\u3002<\/span><\/p>\n<div class=\"img-container\"><\/div>\n<p><span class=\"bjh-p\">GoogleCloud Vision API<\/span><\/p>\n<p><span class=\"bjh-p\">\u636e\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba412\u6708\u516c\u5f00\u7684\u7684\u7814\u7a76\u663e\u793a\uff0c\u8fd9\u4e9b\u5bf9\u6297\u6027\u7684\u4f8b\u5b50\u6bd4\u4ee5\u524d\u6240\u4e86\u89e3\u7684\u8981\u5bb9\u6613\u5f97\u591a\u3002\u8be5\u56e2\u961f\u53ef\u9760\u5730\u611a\u5f04\u4e86Google\u7684 Cloud Vision API\uff0c\u8fd9\u662f\u4e00\u79cd\u5df2\u7ecf\u5e94\u7528\u5728\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u3002<\/span><\/p>\n<p><span class=\"bjh-p\">\u4ee5\u5f80\u7684\u5bf9\u6297\u6848\u4f8b\u90fd\u662f\u5728\u201c\u767d\u76d2\u201d\u73af\u5883\u4e0b\u8fdb\u884c\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u8fdb\u884c\u7684\uff0c\u8ba1\u7b97\u673a\u7814\u7a76\u5458\u4eec\u5728\u4e86\u89e3\u4e86\u9a71\u52a8\u7b97\u6cd5\u6267\u884c\u7684\u8ba1\u7b97\u673a\u5e95\u5c42\u7684\u8fd0\u4f5c\u539f\u7406\u540e\u5c31\u53ef\u4ee5\u8fdb\u884c\u9488\u5bf9\u6027\u7684\u63a2\u7d22\uff0c\u4e86\u89e3\u600e\u4e48\u505a\u5c31\u53ef\u4ee5\u6b3a\u9a97\u4ed6\u4eec\u3002\u4f46\u8fd9\u4e9b\u60c5\u51b5\u4e0b\uff0c\u5bf9\u4e8e\u6848\u4f8b\u5e76\u4e0d\u5177\u5907\u653b\u51fb\u6027\uff0c\u5e76\u6ca1\u6709\u4ec0\u4e48\u5a01\u80c1\uff0c\u56e0\u4e3a\u653b\u51fb\u6761\u4ef6\u548c\u73b0\u5b9e\u73af\u5883\u76f8\u6bd4\u8fd8\u662f\u79bb\u5f97\u8fdc\u4e86\u4e9b\u3002<\/span><\/p>\n<div class=\"img-container\"><\/div>\n<p><span class=\"bjh-p\">MIT\u7814\u7a76\u56e2\u961f11\u6708\u516c\u5f00\u7684\u7ed3\u679c\u663e\u793a\uff0c\u4ed6\u4eec\u6210\u529f\u5728\u5b9e\u9a8c\u4e2d\u8ba9InceptionV3\u56fe\u50cf\u5206\u7c7b\u5668\u5c06\u4e00\u4e2a3D\u6253\u5370\u7684\u6d77\u9f9f\u88ab\u8bc6\u522b\u6210\u4e00\u628a\u6765\u590d\u67aa\u3002\u66f4\u6709\u8da3\u7684\u662f\uff0c\u4ed6\u4eec\u8fd8\u80fd\u5c063D\u6d77\u9f9f\u8fdb\u884c\u4e00\u4e9b\u8c03\u6574\uff0c\u5728AI\u8bc6\u522b\u540e\u53ef\u4ee5\u662f\u4efb\u4f55\u5176\u4ed6\u7684\u7269\u4ef6\u3002\u8fd9\u662f\u4e00\u4e2a\u5e94\u75283D\u6253\u5370\u6761\u4ef6\u4e0b\u7684\u5bf9\u6297\u6848\u4f8b\u3002<\/span><\/p>\n<p><span class=\"bjh-p\">\u800c\u5728 MIT\u6700\u65b0\u7684\u7814\u7a76\u6210\u679c\u4e2d\uff0c\u4ed6\u4eec\u7684\u7814\u7a76\u662f\u5728\u9ed1\u76d2\u6761\u4ef6\u4e0b\u8fdb\u884c\u7684\u3002\u5728\u4e8b\u5148\u5e76\u4e0d\u83b7\u77e5\u76ee\u6807\u7b97\u6cd5\u7684\u8fd0\u884c\u539f\u7406\u7684\u60c5\u51b5\u4e0b\uff0c\u4ed6\u4eec\u80fd\u591f\u8bbe\u8ba1\u51fa\u4e00\u79cd\u5feb\u901f\u83b7\u53d6\u9ed1\u76d2\u5bf9\u6297\u6848\u4f8b\u7684\u65b9\u6cd5\uff0c\u5e76\u80fd\u5e94\u7528\u5728\u591a\u79cd\u4e0d\u540c\u7684\u56fe\u50cf\u7b97\u6cd5\u4e0a\uff0c\u8fd9\u5176\u4e2d\u4e5f\u5305\u62ec\u4e86Google\u7684 CloudVision API \u3002\u5728\u8c37\u6b4c\u6848\u4f8b\u4e4b\u4e2d\uff0cMIT\u7684\u7814\u7a76\u5458\u4eec\u9488\u5bf9\u7684\u662f\u8bc6\u522b\u4e0d\u540c\u56fe\u50cf\u7684\u7cfb\u7edf\u3002<\/span><\/p>\n<p><span class=\"bjh-p\">\u901a\u8fc7\u8f7b\u5fae\u8c03\u6574\u7167\u7247\u4e2d\u7684\u50cf\u7d20\uff0c\u56fe\u50cf\u7cfb\u7edf\u80fd\u591f\u5b8c\u5168\u628a\u673a\u67aa\u7684\u7167\u7247\u8bc6\u522b\u6210\u76f4\u5347\u673a\u3002\u5c3d\u7ba1\u5bf9\u4e8e\u4eba\u773c\u800c\u8a00\uff0c\u8fd9\u4e24\u4e2a\u56fe\u50cf\u770b\u8d77\u6765\u5b8c\u5168\u76f8\u540c\u3002\u4f46\u8fd9\u4e9b\u4eba\u773c\u53ef\u4ee5\u5206\u8fa8\u7684\u5dee\u5f02\u5374\u4f1a\u611a\u5f04\u8ba1\u7b97\u673a\u8bbe\u5907\u3002\u4ed6\u4eec\u4f7f\u7528\u901a\u7528\u65b9\u6cd5\u6765\u5236\u5b9a\u5bf9\u6297\u6848\u4f8b\uff0c\u4ed6\u4eec\u4f1a\u5206\u6790\u56fe\u50cf\u8bc6\u522b\u7684\u7ed3\u679c\uff0c\u5728\u5176\u4ed6\u7ed3\u679c\u7684\u65b9\u5411\u4e0a\u5bf9\u56fe\u50cf\u8fdb\u884c\u8c03\u6574\u3002<\/span><\/p>\n<p><span class=\"bjh-p\">\u7814\u7a76\u4eba\u5458\u4ee5\u968f\u673a\u65b9\u5f0f\u751f\u6210\u9700\u8981\u7684\u6807\u7b7e\uff0c\u5728\u673a\u67aa\u6848\u4f8b\u4e2d\uff0c\u5206\u7c7b\u5668\u4e2d\u7684\u201c\u76f4\u5347\u673a\u201d\u6807\u7b7e\u4e5f\u53ef\u4ee5\u6539\u6210\u201c\u7f9a\u7f8a\u201d\uff0c\u54ea\u4e00\u79cd\u6807\u7b7e\u5bf9\u4ed6\u4eec\u800c\u8a00\u6ca1\u6709\u5dee\u522b\uff0c\u7814\u7a76\u80fd\u591f\u8bc1\u660e\u7684\u53ea\u662f\u8fd9\u79cd\u8c03\u6574\u50cf\u7d20\u7684\u65b9\u6cd5\u53ef\u4ee5\u65e0\u5dee\u522b\u5730\u5b9e\u73b0\u4efb\u4f55\u7ed3\u679c\u3002<\/span><\/p>\n<p><span class=\"bjh-p\">MIT\u7684\u7814\u7a76\u6210\u679c\u9a8c\u8bc1\u4e86\uff0c\u73b0\u5728\u7684\u653b\u51fb\u8005\u4e5f\u53ef\u4ee5\u5e94\u7528\u8fd9\u79cd\u65b9\u6cd5\u6765\u521b\u5efa\u5bf9\u6297\u6848\u4f8b\u3002<\/span><\/p>\n<div class=\"img-container\"><\/div>\n<p><span class=\"bjh-p\">\u56fe\u7247\u5206\u7c7b\u6807\u7b7e\u6df7\u6dc6<\/span><\/p>\n<p><span class=\"bjh-p\">\u8c37\u6b4c\u7684\u56de\u5e94\u4e0e\u7b97\u6cd5\u627f\u62c5\u7684\u91cd\u4efb<\/span><\/p>\n<p><span class=\"bjh-p\">\u8c37\u6b4c\u901a\u5e38\u88ab\u8ba4\u4e3a\u662f\u4e16\u754c\u4e0a\u6700\u597d\u7684\u5b89\u5168\u56e2\u961f\u4e4b\u4e00\uff0c\u4f46\u5176\u6700\u5177\u672a\u6765\u4e3b\u4e49\u610f\u4e49\u7684\u4ea7\u54c1\u2014\u2014\u667a\u80fd\u7b97\u6cd5\u5374\u4ecd\u7136\u53ef\u4ee5\u88ab\u8fd9\u79cd\u201c\u5e7b\u89c9\u201d\u64cd\u7eb5\u6700\u7ec8\u7684\u5224\u5b9a\u7ed3\u679c\u3002\u8c37\u6b4c\u5e76\u6ca1\u6709\u76f4\u63a5\u5bf9\u7814\u7a76\u7ed3\u679c\u8fdb\u884c\u8bc4\u8bba\u3002\u4f46\u5728\u7814\u7a76\u7ed3\u679c\u516c\u5e03\u7684\u4e0d\u4e45\u4e4b\u540e\uff0c\u8c37\u6b4c\u4f3c\u4e4e\u5df2\u7ecf\u770b\u5230\u4e86\u73b0\u5728\u7b97\u6cd5\u5b58\u5728\u7684\u95ee\u9898\uff0c\u5e76\u5728\u52aa\u529b\u89e3\u51b3\uff0c\u4ed6\u4eec\u572812\u6708\u65f6\u4e5f\u53d1\u5e03\u4e86\u540d\u4e3a\u300aAdversarial Patch\u300b\u7684\u8bba\u6587\u63a2\u8ba8\u76f8\u5173\u653b\u51fb\u65b9\u6cd5\u7684\u7b56\u7565\u7814\u7a76\u3002<\/span><\/p>\n<p><span class=\"bjh-p\">\u73b0\u5728\u8fd8\u6ca1\u6709\u8fc7\u7f51\u7edc\u72af\u7f6a\u4efd\u5b50\u7684\u76f8\u5173\u5e94\u7528\u5b9e\u4f8b\uff0c\u4f46\u6211\u4eec\u76f8\u4fe1\u5728\u4e0d\u4e45\u7684\u672a\u6765\uff0c\u7c7b\u4f3c\u601d\u8def\u7684\u653b\u51fb\u4e5f\u6709\u4e00\u5b9a\u53ef\u80fd\u6210\u4e3a\u73b0\u5b9e\uff0c\u4f8b\u5982\uff0c\u9ed1\u5ba2\u53ef\u4ee5\u5229\u7528\u884c\u674e\u626b\u63cf\u7b97\u6cd5\uff0c\u5c06\u4e00\u4e2a\u6bdb\u7ed2\u73a9\u5177\u8bc6\u522b\u6210\u7206\u70b8\u7269\u3002\u6216\u8005\uff0c\u4ed6\u4eec\u53ef\u4ee5\u5229\u7528\u9762\u90e8\u8bc6\u522b\u7cfb\u7edf\uff0c\u5c06\u65e0\u8f9c\u7684\u4eba\u8bc6\u522b\u6210\u7f6a\u72af\uff0c\u800c\u8ba9\u771f\u6b63\u7684\u7f6a\u72af\u9003\u4e4b\u592d\u592d\u3002<\/span><\/p>\n<div class=\"img-container\"><\/div>\n<p><span class=\"bjh-p\">\u79d1\u5e7b\u6545\u4e8b\u4e2d\u7684\u72af\u7f6a\u6307\u6570\u7b97\u6cd5<\/span><\/p>\n<p><span class=\"bjh-p\">\u667a\u80fd\u7b97\u6cd5\u5728\u5f53\u4ee3\u751f\u6d3b\u4e2d\u7684\u91cd\u8981\u6027\u4e0e\u65e5\u4ff1\u589e\uff0c\u5b83\u4eec\u8d1f\u8d23\u5728\u793e\u4ea4\u5e73\u53f0\u4e0a\u8fc7\u6ee4\u5783\u573e\u548c\u65e0\u7528\u7684\u5185\u5bb9\uff0c\u53c8\u8d1f\u8d23\u9a7e\u9a76\u65e0\u4eba\u6c7d\u8f66\uff0c\u4ee5\u53ca\u5728\u672a\u6765\u7684\u4e00\u5929\u8d1f\u8d23\u626b\u63cf\u884c\u674e\u4e2d\u7684\u6b66\u5668\u548c\u7206\u70b8\u7269\u3002<\/span><\/p>\n<p><span class=\"bjh-p\">\u7136\u800c\uff0c\u6211\u4eec\u5728\u8d4b\u4e88\u7b97\u6cd5\u76f8\u5173\u6267\u884c\u76f8\u5173\u51b3\u7b56\u6743\u529b\u7684\u540c\u65f6\uff0c\u4e5f\u8d4b\u4e88\u4e86\u7b97\u6cd5\u4e0e\u4e4b\u76f8\u5e94\u91cd\u91cf\u7684\u8d23\u4efb\u548c\u4fe1\u4efb\uff0c\u5bf9\u6297\u6027\u6848\u4f8b\u7684\u5b58\u5728\u5c31\u597d\u6bd4\u662f\u5fae\u5c0f\u4f46\u5374\u6e38\u79bb\u5728\u4e4b\u5916\u7684\u6f0f\u7f51\u4e4b\u9c7c\uff0c\u63ed\u9732\u4e86\u5f53\u524d\u53d1\u5c55\u9636\u6bb5\u4e0b\u7684\u4e0d\u8db3\u548c\u5c40\u9650\u3002<\/span><\/p>\n<p><span class=\"bjh-p\">\u4e0d\u5c11\u5b89\u5168\u7814\u7a76\u4eba\u5458\u548c\u673a\u5668\u5b66\u4e60\u4e13\u5bb6\u6b63\u5728\u7ed3\u5408\u4f01\u4e1a\u5b9e\u8df5\u548c\u5b66\u672f\u7814\u7a76\u6210\u679c\u5bfb\u627e\u5408\u9002\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u4f8b\u5982\u5c06\u654c\u5bf9\u7684\u6848\u4f8b\u7eb3\u5165\u795e\u7ecf\u7f51\u7edc\u8bad\u7ec3\u4e4b\u4e2d\uff0c\u8ba9\u65b0\u7684\u7b97\u6cd5\u4e86\u89e3\u771f\u5b9e\u548c\u654c\u5bf9\u6848\u4f8b\u56fe\u50cf\u7684\u533a\u522b\uff1b\u5f53\u7136\u8fd9\u53ea\u662f\u4e00\u79cd\u89e3\u51b3\u65b9\u6848\uff0c\u4e5f\u6709\u5176\u4ed6\u7814\u7a76\u4eba\u5458\u63d0\u51fa\u4e86\u65b0\u7684\u63a2\u7d22\u65b9\u5411\uff0c\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u4f46\u76ee\u524d\u8fd8\u6ca1\u6709\u786e\u5b9a\u7684\u7b54\u6848\uff0c\u54ea\u79cd\u65b9\u6cd5\u662f\u6709\u6548\u7684\uff0c\u54ea\u79cd\u65b9\u6cd5\u6ca1\u6709\u3002<\/span><\/p>\n<p><span class=\"bjh-p\">\u53c2\u8003\u8d44\u6599\u53caPDF\u5982\u4e0b<\/span><\/p>\n<p><span class=\"bjh-p\">https:\/\/arxiv.org\/pdf\/1412.6572v3.pdf?loc=contentwell&amp;lnk=a-2015-paper&amp;dom=section-9<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2018\u5e74CES\u5728\u7f8e\u56fd\u62c9\u65af\u7ef4\u52a0\u65af\u53ec\u5f00\uff0c\u7ad9\u5728\u98ce\u53e3\u6d6a\u5c16\u4e0a\u7684\u79d1\u6280\u4f01\u4e1a\u7eb7\u7eb7\u51fa\u52a8\uff0c\u5728\u4f1a\u573a\u5404\u663e\u795e\u901a\u5730\u5c55\u793a\u81ea\u5df1\u7684\u79d1\u6280\u4ea7\u54c1\u548c\u5404 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8],"tags":[70],"class_list":["post-27608","post","type-post","status-publish","format-standard","hentry","category-news","tag-70"],"_links":{"self":[{"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/posts\/27608","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/comments?post=27608"}],"version-history":[{"count":0,"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/posts\/27608\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/media?parent=27608"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/categories?post=27608"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.fagao.me\/p\/wp-json\/wp\/v2\/tags?post=27608"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}