{"id":22931,"date":"2024-11-06T08:18:06","date_gmt":"2024-11-06T00:18:06","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=22931"},"modified":"2024-11-06T08:18:06","modified_gmt":"2024-11-06T00:18:06","slug":"%e6%97%a0%e9%9c%80%e5%8f%82%e6%95%b0%e8%ae%bf%e9%97%ae%ef%bc%81cmu%e7%94%a8%e5%a4%a7%e6%a8%a1%e5%9e%8b%e8%87%aa%e5%8a%a8%e4%bc%98%e5%8c%96%e8%a7%86%e8%a7%89%e8%af%ad%e8%a8%80%e6%8f%90%e7%a4%ba","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/11\/06\/22931\/","title":{"rendered":"\u65e0\u9700\u53c2\u6570\u8bbf\u95ee\uff01CMU\u7528\u5927\u6a21\u578b\u81ea\u52a8\u4f18\u5316\u89c6\u89c9\u8bed\u8a00\u63d0\u793a\u8bcd | CVPR\u201924"},"content":{"rendered":"<div 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3\uff09\u901a\u5e38\u62e5\u6709\u6570\u5341\u4ebf\u53c2\u6570\uff0c\u4e14\u6a21\u578b\u6743\u91cd\u4e0d\u516c\u5f00\uff0c\u4f7f\u5f97\u4f20\u7edf\u7684\u767d\u76d2\u4f18\u5316\u65b9\u6cd5\uff08\u5982\u53cd\u5411\u4f20\u64ad\uff09\u96be\u4ee5\u5b9e\u65bd\u3002<\/p>\n<p class=\"js_darkmode__2\">\u90a3\u4e48\uff0c\u6709\u6ca1\u6709\u66f4\u8f7b\u677e\u7684\u4f18\u5316\u65b9\u6cd5\u5462\uff1f<\/p>\n<p class=\"js_darkmode__3\">\u5c31\u5728\u6700\u8fd1\uff0c<strong>\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\uff08CMU\uff09<\/strong>\u7684\u7814\u7a76\u56e2\u961f\u5bf9\u4e8e\u8fd9\u4e2a\u95ee\u9898\u63d0\u51fa\u4e86\u4e00\u79cd\u521b\u65b0\u7684<strong>\u201c\u9ed1\u76d2\u4f18\u5316\u201d\u7b56\u7565<\/strong>\u2014\u2014<\/p>\n<p class=\"js_darkmode__4\">\u901a\u8fc7<strong>\u5927\u8bed\u8a00\u6a21\u578b\u81ea\u52a8\u8c03\u6574\u81ea\u7136\u8bed\u8a00\u63d0\u793a\u8bcd<\/strong>\uff0c\u4f7f\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\u5728\u6587\u751f\u56fe\u3001\u89c6\u89c9\u8bc6\u522b\u7b49\u591a\u4e2a\u4e0b\u6e38\u4efb\u52a1\u4e2d\u83b7\u5f97\u66f4\u597d\u7684\u8868\u73b0\u3002<\/p>\n<p class=\"js_darkmode__5\">\u8fd9\u4e00\u65b9\u6cd5\u4e0d\u4ec5\u65e0\u9700\u89e6\u53ca\u6a21\u578b\u5185\u90e8\u53c2\u6570\uff0c\u8fd8\u5927\u5e45\u63d0\u5347\u4e86\u4f18\u5316\u7684\u7075\u6d3b\u6027\u4e0e\u901f\u5ea6\uff0c\u8ba9\u7528\u6237\u5373\u4f7f\u6ca1\u6709\u6280\u672f\u80cc\u666f\u4e5f\u80fd\u8f7b\u677e\u63d0\u5347\u6a21\u578b\u6027\u80fd\u3002<\/p>\n<p class=\"js_darkmode__6\">\u8be5\u7814\u7a76\u5df2\u88ab\u00a0<strong>CVPR 2024<\/strong>\u00a0\u63a5\u6536\u3002<\/p>\n<p class=\"js_darkmode__7\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202411\/05\/16bedfe083a5887538e9164b34ded29365799b.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<h2>\u5982\u4f55\u505a\u5230\u7684\uff1f<\/h2>\n<p class=\"js_darkmode__9\">\u5927\u591a\u6570\u89c6\u89c9\u8bed\u8a00\u6a21\u578b\uff08\u5982 DALL-E 3\u3001GPT-4o \u7b49\uff09\u5e76\u672a\u516c\u5f00\u6a21\u578b\u6743\u91cd\u6216\u7279\u5f81\u5d4c\u5165\uff0c\u5bfc\u81f4\u4f20\u7edf\u4f9d\u8d56\u53cd\u5411\u4f20\u64ad\u7684\u4f18\u5316\u65b9\u5f0f\u4e0d\u518d\u9002\u7528\u3002<\/p>\n<p class=\"js_darkmode__10\">\u4e0d\u8fc7\uff0c\u8fd9\u4e9b\u6a21\u578b\u901a\u5e38\u5411\u7528\u6237\u5f00\u653e\u4e86\u81ea\u7136\u8bed\u8a00\u63a5\u53e3\uff0c\u4f7f\u5f97\u901a\u8fc7\u4f18\u5316\u63d0\u793a\u8bcd\u6765\u63d0\u5347\u6a21\u578b\u8868\u73b0\u6210\u4e3a\u53ef\u80fd\u3002<\/p>\n<p class=\"js_darkmode__11\">\u7136\u800c\uff0c\u4f20\u7edf\u7684\u63d0\u793a\u8bcd\u5de5\u7a0b\u4e25\u91cd\u4f9d\u8d56\u5de5\u7a0b\u5e08\u7684\u7ecf\u9a8c\u548c\u5148\u9a8c\u77e5\u8bc6\u3002<\/p>\n<p class=\"js_darkmode__12\">\u4f8b\u5982\uff0c\u4e3a\u63d0\u5347 CLIP \u6a21\u578b\u7684\u89c6\u89c9\u8bc6\u522b\u6548\u679c\uff0cOpenAI \u82b1\u8d39\u4e86\u4e00\u5e74\u65f6\u95f4\u6536\u96c6\u4e86\u51e0\u5341\u79cd\u6709\u6548\u7684\u63d0\u793a\u8bcd\u6a21\u677f\uff08\u5982 \u201cA good photo of a [class]\u201d\uff09\u3002<\/p>\n<p class=\"js_darkmode__13\">\u540c\u6837\uff0c\u5728\u4f7f\u7528DALL-E 3\u548cStable Diffusion\u7b49\u6587\u751f\u56fe\u6a21\u578b\u65f6\uff0c\u7528\u6237\u5f80\u5f80\u4e5f\u9700\u638c\u63e1\u5927\u91cf\u63d0\u793a\u8bcd\u6280\u5de7\u624d\u80fd\u751f\u6210\u6ee1\u610f\u7684\u7ed3\u679c\u3002<\/p>\n<p class=\"js_darkmode__14\">\u90a3\u4e48\uff0c\u6709\u6ca1\u6709\u66ff\u4ee3\u4eba\u7c7b\u63d0\u793a\u8bcd\u5de5\u7a0b\u5e08\u7684\u65b9\u6cd5\uff1f<\/p>\n<p class=\"js_darkmode__15\">\u6709\u7684 CMU \u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7b56\u7565\uff1a<strong>\u7528 ChatGPT \u7b49\u5927\u8bed\u8a00\u6a21\u578b\u81ea\u52a8\u4f18\u5316\u63d0\u793a\u8bcd\u3002<\/strong><\/p>\n<p class=\"js_darkmode__16\">\u50cf\u63d0\u793a\u8bcd\u5de5\u7a0b\u5e08\u5229\u7528\u53cd\u9988\u6539\u8fdb\u63d0\u793a\u8bcd\u4e00\u6837\uff0cCMU \u7684\u65b9\u6cd5\u5c06\u6b63\u8d1f\u53cd\u9988\u4ea4\u7ed9 ChatGPT\uff0c\u4ee5\u66f4\u9ad8\u6548\u5730\u8c03\u6574\u63d0\u793a\u8bcd\uff0c\u5177\u4f53\u8fc7\u7a0b\u5982\u56fe\u6240\u793a\uff1a<\/p>\n<p class=\"js_darkmode__17\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202411\/05\/98225b8699724fd047d2662365f4ef073fd7f1.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p 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\u56e2\u961f\u5728\u65e0\u9700\u4eba\u7c7b\u63d0\u793a\u5de5\u7a0b\u5e08\u53c2\u4e0e\u7684\u60c5\u51b5\u4e0b\uff0c\u5728\u591a\u4e2a\u5c0f\u6837\u672c\u89c6\u89c9\u8bc6\u522b\u6570\u636e\u96c6\u4e0a\u53d6\u5f97\u4e86\u6700\u4f73\u51c6\u786e\u6027\uff0c\u751a\u81f3\u8d85\u8d8a\u4e86\u4f20\u7edf\u7684\u767d\u76d2\u63d0\u793a\u8bcd\u4f18\u5316\u65b9\u6cd5\uff08\u5982 CoOp\uff09\u3002<\/p>\n<p class=\"js_darkmode__25\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202411\/05\/29c88d12883f0c390a6173f3358745a9609d13.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__26\">\u6b64\u5916\uff0c\u8be5\u65b9\u6cd5\u5728\u65e0\u9700\u4e86\u89e3\u6570\u636e\u96c6\u5185\u5bb9\u7684\u524d\u63d0\u4e0b\uff0c\u81ea\u52a8\u6355\u6349\u5230\u4e86\u4e0b\u6e38\u4efb\u52a1\u7684\u89c6\u89c9\u7279\u6027\u5e76\u5c06\u5176\u878d\u5165\u63d0\u793a\u8bcd\u4e2d\uff0c\u53d6\u5f97\u4e86\u66f4\u597d\u7684\u6548\u679c\u3002<\/p>\n<p class=\"js_darkmode__27\">\u4f8b\u5982\uff0c\u5728\u98df\u7269\u8bc6\u522b\u4efb\u52a1\u4e2d\uff0cChatGPT \u81ea\u52a8\u5c06\u63d0\u793a\u8bcd\u8c03\u6574\u4e3a\u8bc6\u522b\u201c\u591a\u6837\u5316\u7684\u7f8e\u98df\u548c\u539f\u6599\u201d\uff0c\u4ece\u800c\u63d0\u5347\u4e86\u6a21\u578b\u7684\u8868\u73b0\u3002<\/p>\n<p class=\"js_darkmode__28\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202411\/05\/83c182345bd3b351756845539034af9535e69b.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__29\">\u7814\u7a76\u56e2\u961f\u8fd8\u8bc1\u660e\u4e86\uff0c\u901a\u8fc7 ChatGPT \u9ed1\u76d2\u4f18\u5316\u5f97\u5230\u7684\u63d0\u793a\u8bcd\u4e0d\u4ec5\u9002\u7528\u4e8e\u5355\u4e00\u6a21\u578b\u67b6\u6784\uff0c\u8fd8\u80fd\u5728\u4e0d\u540c\u6a21\u578b\u67b6\u6784\uff08\u5982 ResNet \u548c ViT\uff09\u4e4b\u95f4\u6cdb\u5316\uff0c\u5e76\u4e14\u5728\u591a\u79cd\u6a21\u578b\u4e0a\u8868\u73b0\u4f18\u4e8e\u767d\u76d2\u4f18\u5316\u5f97\u5230\u7684\u63d0\u793a\u8bcd\u3002<\/p>\n<p class=\"js_darkmode__30\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202411\/05\/a98e6ad955af7f264bb960f290177e937a54cb.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__31\">\u8fd9\u4e00\u7cfb\u5217\u5b9e\u9a8c\u8bc1\u660e\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u80fd\u591f\u4ece\u63d0\u793a\u8bcd\u7684\u6027\u80fd\u53cd\u9988\u4e2d\u63d0\u53d6\u51fa\u9690\u542b\u7684\u201c\u68af\u5ea6\u201d\u65b9\u5411\uff0c\u4ece\u800c\u5b9e\u73b0\u65e0\u9700\u53cd\u5411\u4f20\u64ad\u7684\u6a21\u578b\u4f18\u5316\u3002<\/p>\n<h2>\u5728\u6587\u751f\u56fe\u4efb\u52a1\u4e2d\u7684\u5e94\u7528<\/h2>\n<p class=\"js_darkmode__33\">CMU 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class=\"js_darkmode__37\">\u6b64\u5916\uff0c\u8fd9\u4e00\u65b9\u6cd5\u8fd8\u9002\u7528\u4e8e<strong>\u63d0\u793a\u53cd\u6f14\uff08Prompt Inversion\uff09<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__38\">\u63d0\u793a\u53cd\u6f14\u662f\u4e00\u79cd\u6839\u636e\u73b0\u6709\u56fe\u50cf\u53cd\u63a8\u751f\u6210\u6a21\u578b\u8f93\u5165\u63d0\u793a\u8bcd\u7684\u6280\u672f\uff0c\u7b80\u5355\u6765\u8bf4\uff0c\u5c31\u662f\u901a\u8fc7\u56fe\u50cf\u751f\u6210\u80fd\u591f\u518d\u73b0\u5176\u7279\u5f81\u7684\u6587\u672c\u63cf\u8ff0\uff08\u63d0\u793a\u8bcd\uff09\u3002<\/p>\n<p class=\"js_darkmode__39\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202411\/05\/b184dbf0448c7c64c3054767eff682c8b9efac.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__40\">\u7814\u7a76\u56e2\u961f\u5728\u590d\u6742\u7684\u6587\u672c\u5230\u56fe\u50cf\u4efb\u52a1\u4e0a\u8fdb\u884c\u4e86\u6d4b\u8bd5\uff0c\u7ed3\u679c\u8868\u660e\u8fd9\u4e00\u65b9\u6cd5\u4ec5\u9700\u4e09\u8f6e\u63d0\u793a\u8bcd\u4f18\u5316\uff0c\u5c31\u80fd\u663e\u8457\u63d0\u9ad8\u7528\u6237\u7684\u6ee1\u610f\u5ea6\u3002<\/p>\n<p class=\"js_darkmode__41\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202411\/05\/47c75c9696fa2632d8b744940de48685db4bb7.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__42\">\u6b64\u5916\uff0c\u7814\u7a76\u56e2\u961f\u8fd8\u6307\u51fa\uff0c\u63d0\u793a\u53cd\u6f14\u53ef\u4ee5\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u5b9a\u5236\u7279\u5b9a\u7684\u56fe\u50cf\u6548\u679c\uff0c\u4f8b\u5982\u201c\u8ba9\u8fd9\u53ea\u72d7\u53d8\u6210\u7ad9\u7acb\u59ff\u52bf\u201d\u6216\u201c\u8ba9\u80cc\u666f\u53d8\u6210\u591c\u666f\u201d\uff0c\u4ece\u800c\u751f\u6210\u7b26\u5408\u7279\u5b9a\u9700\u6c42\u7684\u56fe\u50cf\u3002<\/p>\n<p class=\"js_darkmode__43\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202411\/05\/130b96326cfcde5e82a193a9dd5da49a27c01d.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__44\">CMU 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class=\"js_darkmode__46\">\u672a\u6765\uff0c\u9ed1\u76d2\u4f18\u5316\u6709\u671b\u5e94\u7528\u4e8e\u5b9e\u65f6\u76d1\u63a7\u3001\u81ea\u52a8\u9a7e\u9a76\u3001\u667a\u80fd\u533b\u7597\u7b49\u590d\u6742\u52a8\u6001\u573a\u666f\uff0c\u4e3a\u591a\u6a21\u6001\u6a21\u578b\u7684\u8c03\u4f18\u5e26\u6765\u66f4\u52a0\u7075\u6d3b\u9ad8\u6548\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<h2>\u56e2\u961f\u4ecb\u7ecd<\/h2>\n<p class=\"js_darkmode__48\">\u56e2\u961f\u7684\u4e00\u4f5c<strong>\u5218\u58eb\u5f18<\/strong>\uff08Shihong Liu\uff09\u662f\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\u7684\u7814\u7a76\u751f\u6bd5\u4e1a\u751f\uff0c\u66fe\u4efb\u673a\u5668\u4eba\u7814\u7a76\u6240\u7814\u7a76\u5458\u3002<\/p>\n<p class=\"js_darkmode__49\">\u76ee\u524d\u5728 \u5317\u7f8eAmazon \u5de5\u4f5c\uff0c\u8d1f\u8d23\u5927\u578b\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u8ba1\u7b97\u548c\u5927\u8bed\u8a00\u6a21\u578b\u9a71\u52a8\u7684 AI Agent \u7684\u5f00\u53d1\u3002<\/p>\n<p><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s4.51cto.com\/oss\/202411\/05\/48ed7fa308af0eef1a19257bf93f8e01b86283.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p>\u25b3\u5218\u58eb\u5f18\uff08Shihong Liu\uff09<\/p>\n<p class=\"js_darkmode__51\">\u56e2\u961f\u7684\u5171\u540c\u4e00\u4f5c<strong>\u6797\u4e4b\u79cb<\/strong>\uff08Zhiqiu Lin\uff09\u662f\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\u7684\u535a\u58eb\u7814\u7a76\u751f\uff0c\u4e13\u6ce8\u4e8e\u89c6\u89c9-\u8bed\u8a00\u5927\u6a21\u578b\u7684\u81ea\u52a8\u8bc4\u4f30\u4e0e\u4f18\u5316\u3002<\/p>\n<p class=\"js_darkmode__52\">Zhiqiu Lin\u5728CVPR\u3001NeurIPS\u3001ICML\u3001ECCV\u7b49\u9876\u7ea7\u4f1a\u8bae\u4e0a\u53d1\u8868\u4e86\u5341\u6570\u7bc7\u8bba\u6587\uff0c\u5e76\u66fe\u8363\u83b7\u6700\u4f73\u8bba\u6587\u63d0\u540d\u548c\u6700\u4f73\u77ed\u8bba\u6587\u5956\u7b49\u3002<\/p>\n<h6><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202411\/05\/267f8ee617d1d5bc2084045a2e2bf680872cd4.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/h6>\n<p>\u25b3\u6797\u4e4b\u79cb\uff08Zhiqiu Lin\uff09<\/p>\n<p class=\"js_darkmode__56\"><strong>Deva Ramanan<\/strong>\u6559\u6388\u662f\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u7684\u56fd\u9645\u77e5\u540d\u5b66\u8005\uff0c\u73b0\u4efb\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\u6559\u6388\u3002<\/p>\n<h6><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s2.51cto.com\/oss\/202411\/05\/b4f6a6f78f363b11389289d1e82ba33a3d24db.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/h6>\n<h6>\u25b3Deva Ramanan\u6559\u6388<\/h6>\n<p class=\"js_darkmode__60\">\u4ed6\u7684\u7814\u7a76\u6db5\u76d6\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u9886\u57df\uff0c\u66fe\u83b7\u5f97\u591a\u9879\u9876\u7ea7\u5b66\u672f\u8363\u8a89\uff0c\u5305\u62ec2009\u5e74\u7684David Marr\u5956\u30012010\u5e74\u7684PASCAL VOC\u7ec8\u8eab\u6210\u5c31\u5956\u30012012\u5e74\u7684IEEE PAMI\u9752\u5e74\u7814\u7a76\u5458\u5956\u30012012\u5e74\u300a\u5927\u4f17\u79d1\u5b66\u300b\u8bc4\u9009\u7684\u201c\u5341\u4f4d\u6770\u51fa\u79d1\u5b66\u5bb6\u201d\u4e4b\u4e00\u30012013\u5e74\u7f8e\u56fd\u56fd\u5bb6\u79d1\u5b66\u9662Kavli Fellow\u30012018\u5e74\u548c2024\u5e74\u7684Longuet-Higgins\u5956\uff0c\u4ee5\u53ca\u56e0\u5176\u4ee3\u8868\u6027\u5de5\u4f5c\uff08\u5982COCO\u6570\u636e\u96c6\uff09\u83b7\u5f97\u7684Koenderink\u5956\u3002<\/p>\n<p class=\"js_darkmode__61\">\u6b64\u5916\uff0c\u4ed6\u7684\u8bba\u6587\u5728CVPR\u3001ECCV\u548cICCV\u4e0a\u591a\u6b21\u83b7\u5f97\u6700\u4f73\u8bba\u6587\u63d0\u540d\u53ca\u8363\u8a89\u5956\u3002\u4ed6\u7684\u7814\u7a76\u6210\u679c\u5bf9\u89c6\u89c9\u8bc6\u522b\u3001\u81ea\u52a8\u9a7e\u9a76\u3001\u548c\u4eba\u673a\u4ea4\u4e92\u7b49\u5e94\u7528\u4ea7\u751f\u4e86\u6df1\u8fdc\u5f71\u54cd\uff0c\u662f\u8be5\u9886\u57df\u6781\u5177\u5f71\u54cd\u529b\u7684\u79d1\u5b66\u5bb6\u4e4b\u4e00\u3002<\/p>\n<\/div>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<p>&nbsp;<\/p>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_22931\" class=\"pvc_stats total_only  \" data-element-id=\"22931\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 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