{"id":40858,"date":"2026-03-18T23:06:03","date_gmt":"2026-03-18T15:06:03","guid":{"rendered":"https:\/\/17aitech.com\/?p=40858"},"modified":"2026-03-18T23:06:03","modified_gmt":"2026-03-18T15:06:03","slug":"%e8%ae%a1%e7%ae%97%e6%89%80%e7%a8%8b%e5%ad%a6%e6%97%97%e5%9b%a2%e9%98%9f%ef%bc%9a%e9%9a%8f%e6%9c%ba%e5%89%aa%e6%9e%9d-ai-%e6%94%bb%e5%87%bb%e7%ad%96%e7%95%a5%ef%bc%8c%e8%ae%a9%e5%af%b9%e6%8a%97","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40858","title":{"rendered":"\u8ba1\u7b97\u6240\u7a0b\u5b66\u65d7\u56e2\u961f\uff1a\u968f\u673a\u526a\u679d AI \u653b\u51fb\u7b56\u7565\uff0c\u8ba9\u5bf9\u6297\u6837\u672c\u66f4\u5177\u300c\u901a\u7528\u653b\u51fb\u529b\u300d\u4e28CVPR 2026"},"content":{"rendered":"<p>\u968f\u7740\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u5df2\u7ecf\u5728\u81ea\u52a8\u9a7e\u9a76\u3001\u667a\u80fd\u5b89\u9632\u3001\u533b\u7597\u5f71\u50cf\u5206\u6790\u4ee5\u53ca\u667a\u80fd\u7ec8\u7aef\u7b49\u5173\u952e\u573a\u666f\u4e2d\u5f97\u5230\u5e7f\u6cdb\u5e94\u7528\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u5728\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u4e2d\uff0c\u89c6\u89c9\u6a21\u578b\u9700\u8981\u8bc6\u522b\u9053\u8def\u6807\u5fd7\u548c\u884c\u4eba\uff1b\u5728\u667a\u80fd\u5b89\u9632\u7cfb\u7edf\u4e2d\uff0c\u4eba\u8138\u8bc6\u522b\u6a21\u578b\u88ab\u7528\u4e8e\u8eab\u4efd\u9a8c\u8bc1\uff1b\u5728\u533b\u7597\u5f71\u50cf\u5206\u6790\u4e2d\uff0c\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u53ef\u4ee5\u8f85\u52a9\u533b\u751f\u8bc6\u522b\u75be\u75c5\u7279\u5f81\u3002<\/p>\n<p>\u7136\u800c\uff0c\u8fd1\u5e74\u6765\u7684\u7814\u7a76\u4e0d\u65ad\u8868\u660e\uff0c\u8fd9\u4e9b\u9ad8\u6027\u80fd\u6a21\u578b\u5728\u5b89\u5168\u6027\u65b9\u9762\u4ecd\u7136\u5b58\u5728\u660e\u663e\u9690\u60a3\u3002\u5176\u4e2d\uff0c\u5bf9\u6297\u6837\u672c\u95ee\u9898\u88ab\u8ba4\u4e3a\u662f\u6df1\u5ea6\u5b66\u4e60\u7cfb\u7edf\u9762\u4e34\u7684\u6700\u91cd\u8981\u5b89\u5168\u6311\u6218\u4e4b\u4e00\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u901a\u8fc7\u5728\u4e00\u5f20\u4ea4\u901a\u6807\u5fd7\u56fe\u50cf\u4e0a\u52a0\u5165\u4eba\u7c7b\u51e0\u4e4e\u65e0\u6cd5\u5bdf\u89c9\u7684\u5fae\u5c0f\u6270\u52a8\uff0c\u81ea\u52a8\u9a7e\u9a76\u7cfb\u7edf\u53ef\u80fd\u4f1a\u628a\u201c\u9650\u901f\u6807\u5fd7\u201d\u8bef\u5224\u4e3a\u201c\u505c\u6b62\u6807\u5fd7\u201d\uff1b\u5728\u4eba\u8138\u8bc6\u522b\u7cfb\u7edf\u4e2d\uff0c\u53ea\u9700\u5728\u56fe\u50cf\u4e2d\u52a0\u5165\u7ec6\u5fae\u566a\u58f0\uff0c\u5c31\u53ef\u80fd\u4f7f\u6a21\u578b\u5c06\u4e00\u4e2a\u4eba\u8bef\u8bc6\u522b\u4e3a\u53e6\u4e00\u4e2a\u4eba\u3002\u8fd9\u4e9b\u5fae\u5c0f\u7684\u8f93\u5165\u53d8\u5316\u5374\u80fd\u5bfc\u81f4\u6a21\u578b\u4ea7\u751f\u5b8c\u5168\u9519\u8bef\u7684\u9884\u6d4b\uff0c\u8fd9\u79cd\u73b0\u8c61\u4e0d\u4ec5\u63ed\u793a\u4e86\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u5728\u51b3\u7b56\u8fb9\u754c\u4e0a\u7684\u8106\u5f31\u6027\uff0c\u4e5f\u5bf9\u73b0\u5b9e\u7cfb\u7edf\u7684\u5b89\u5168\u6027\u63d0\u51fa\u4e86\u4e25\u5cfb\u6311\u6218\u3002<\/p>\n<p>\u5728\u4f17\u591a\u5bf9\u6297\u653b\u51fb\u7814\u7a76\u65b9\u5411\u4e2d\uff0c\u8fc1\u79fb\u653b\u51fb\uff08Transfer-based Attack\uff09\u5c24\u4e3a\u53d7\u5230\u5173\u6ce8\u3002\u8fd9\u7c7b\u653b\u51fb\u4e0d\u9700\u8981\u8bbf\u95ee\u76ee\u6807\u6a21\u578b\u7684\u7ed3\u6784\u3001\u53c2\u6570\u6216\u68af\u5ea6\u4fe1\u606f\uff0c\u800c\u662f\u901a\u8fc7\u4e00\u4e2a\u53ef\u8bbf\u95ee\u7684\u4ee3\u7406\u6a21\u578b\u751f\u6210\u5bf9\u6297\u6837\u672c\uff0c\u518d\u5229\u7528\u8fd9\u4e9b\u6837\u672c\u653b\u51fb\u5176\u4ed6\u672a\u77e5\u6a21\u578b\u3002\u8fd9\u79cd\u653b\u51fb\u65b9\u5f0f\u5728\u73b0\u5b9e\u573a\u666f\u4e2d\u66f4\u5177\u5a01\u80c1\u6027\uff0c\u56e0\u4e3a\u5b9e\u9645\u90e8\u7f72\u7684\u6a21\u578b\u901a\u5e38\u5904\u4e8e\u9ed1\u76d2\u73af\u5883\u3002<\/p>\n<p>\u5728\u8fd9\u6837\u7684\u7814\u7a76\u80cc\u666f\u4e0b\uff0c\u8ba1\u7b97\u6240\u7a0b\u5b66\u65d7\u56e2\u961f\u9488\u5bf9\u8fd9\u4e00\u95ee\u9898\u8fdb\u884c\u4e86\u6df1\u5165\u5206\u6790\uff0c\u5e76\u5728\u8bba\u6587\u300aRaPA: Enhancing Transferable Targeted Attacks via Random Parameter Pruning\u300b\u4e2d\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u653b\u51fb\u65b9\u6cd5\u3002<\/p>\n<p>\u7814\u7a76\u56e2\u961f\u53d1\u73b0\uff0c\u73b0\u6709\u8fc1\u79fb\u653b\u51fb\u65b9\u6cd5\u751f\u6210\u7684\u5bf9\u6297\u6837\u672c\u5f80\u5f80\u8fc7\u5ea6\u4f9d\u8d56\u4ee3\u7406\u6a21\u578b\u4e2d\u7684\u5c11\u91cf\u5173\u952e\u53c2\u6570\uff0c\u4ece\u800c\u9650\u5236\u4e86\u653b\u51fb\u5728\u4e0d\u540c\u6a21\u578b\u4e4b\u95f4\u7684\u6cdb\u5316\u80fd\u529b\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u4ed6\u4eec\u5728\u653b\u51fb\u8fc7\u7a0b\u4e2d\u5f15\u5165\u968f\u673a\u53c2\u6570\u526a\u679d\u7b56\u7565\uff0c\u901a\u8fc7\u4e0d\u65ad\u751f\u6210\u5177\u6709\u4e0d\u540c\u53c2\u6570\u7ed3\u6784\u7684\u6a21\u578b\u53d8\u4f53\uff0c\u4f7f\u751f\u6210\u7684\u5bf9\u6297\u6837\u672c\u80fd\u591f\u9002\u5e94\u66f4\u52a0\u591a\u6837\u7684\u6a21\u578b\u73af\u5883\uff0c\u4ece\u800c\u663e\u8457\u63d0\u5347\u653b\u51fb\u5728\u4e0d\u540c\u6a21\u578b\u4e4b\u95f4\u7684\u8fc1\u79fb\u80fd\u529b\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-9136b836668f8060e26f0fa1d8a1bc1f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-9136b836668f8060e26f0fa1d8a1bc1f.png\"><\/a><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2504.18594<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/17aitech.com\/?p=40858\/#%E6%94%BB%E5%87%BB%E6%80%A7%E8%83%BD%E5%A4%A7%E5%B9%85%E6%8F%90%E5%8D%87%EF%BC%8CRaPA_%E4%BC%98%E5%8A%BF%E6%98%8E%E6%98%BE\" >\u653b\u51fb\u6027\u80fd\u5927\u5e45\u63d0\u5347\uff0cRaPA \u4f18\u52bf\u660e\u663e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/17aitech.com\/?p=40858\/#%E5%A4%9A%E6%A8%A1%E5%9E%8B%E3%80%81%E5%A4%9A%E6%96%B9%E6%B3%95%E5%AF%B9%E6%AF%94%E4%B8%8B%E7%9A%84%E5%AE%9E%E9%AA%8C%E9%AA%8C%E8%AF%81\" >\u591a\u6a21\u578b\u3001\u591a\u65b9\u6cd5\u5bf9\u6bd4\u4e0b\u7684\u5b9e\u9a8c\u9a8c\u8bc1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/17aitech.com\/?p=40858\/#%E4%B8%80%E7%A7%8D%E6%9B%B4%E5%85%B7%E9%80%9A%E7%94%A8%E6%80%A7%E7%9A%84%E5%AF%B9%E6%8A%97%E6%94%BB%E5%87%BB%E7%AD%96%E7%95%A5\" >\u4e00\u79cd\u66f4\u5177\u901a\u7528\u6027\u7684\u5bf9\u6297\u653b\u51fb\u7b56\u7565<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/17aitech.com\/?p=40858\/#RaPA_%E8%83%8C%E5%90%8E%E7%9A%84%E7%A7%91%E7%A0%94%E5%8A%9B%E9%87%8F\" >RaPA \u80cc\u540e\u7684\u79d1\u7814\u529b\u91cf<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E6%94%BB%E5%87%BB%E6%80%A7%E8%83%BD%E5%A4%A7%E5%B9%85%E6%8F%90%E5%8D%87%EF%BC%8CRaPA_%E4%BC%98%E5%8A%BF%E6%98%8E%E6%98%BE\"><\/span>\u653b\u51fb\u6027\u80fd\u5927\u5e45\u63d0\u5347\uff0cRaPA \u4f18\u52bf\u660e\u663e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4ece\u5b9e\u9a8c\u7ed3\u679c\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u7684\u653b\u51fb\u65b9\u6cd5 RaPA\uff08Random Parameter Pruning Attack\uff0c\u968f\u673a\u53c2\u6570\u526a\u679d\u653b\u51fb\uff09\u80fd\u591f\u663e\u8457\u63d0\u9ad8\u5bf9\u6297\u6837\u672c\u5728\u4e0d\u540c\u6a21\u578b\u4e4b\u95f4\u7684\u8fc1\u79fb\u653b\u51fb\u80fd\u529b\uff0c\u4e5f\u5c31\u662f\u8bf4\uff0c\u5728\u4e00\u4e2a\u6a21\u578b\u4e0a\u751f\u6210\u7684\u653b\u51fb\u6837\u672c\u66f4\u5bb9\u6613\u6b3a\u9a97\u5176\u4ed6\u6a21\u578b\u3002\u96f7\u5cf0\u7f51<\/p>\n<p>\u7814\u7a76\u4eba\u5458\u5728 ImageNet \u76f8\u5173\u6570\u636e\u96c6\u4e0a\uff0c\u5c06\u8fd9\u79cd\u65b9\u6cd5\u4e0e\u591a\u79cd\u5df2\u6709\u653b\u51fb\u6280\u672f\u8fdb\u884c\u5bf9\u6bd4\uff0c\u5305\u62ec DI\u3001RDI\u3001SI\u3001Admix\u3001SIA\u3001BSR\u3001ODI\u3001CFM \u548c FTM\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u90fd\u662f\u5f53\u524d\u63d0\u5347\u5bf9\u6297\u653b\u51fb\u8fc1\u79fb\u6027\u7684\u4e3b\u6d41\u6280\u672f\u3002<\/p>\n<p>\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u5728\u591a\u6570\u6a21\u578b\u7ec4\u5408\u4e2d\uff0cRaPA \u7684\u653b\u51fb\u6210\u529f\u7387\u5747\u8fbe\u5230\u6700\u9ad8\u6216\u63a5\u8fd1\u6700\u9ad8\u3002\u4f8b\u5982\uff0c\u5728\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u653b\u51fb\u6837\u672c\u5e76\u653b\u51fb Transformer \u6a21\u578b\u7684\u60c5\u51b5\u4e0b\uff0c\u73b0\u6709\u6700\u4f18\u65b9\u6cd5\u7684\u5e73\u5747\u653b\u51fb\u6210\u529f\u7387\u7ea6\u4e3a 33%\uff0c\u800c RaPA \u53ef\u4ee5\u5c06\u5e73\u5747\u653b\u51fb\u6210\u529f\u7387\u63d0\u5347\u5230\u7ea6 45%\uff0c\u8bf4\u660e\u8fd9\u79cd\u65b9\u6cd5\u80fd\u591f\u66f4\u5bb9\u6613\u6b3a\u9a97\u7ed3\u6784\u4e0d\u540c\u7684\u6a21\u578b\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-bb07cee07662d8483915c486baed5aaa.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-bb07cee07662d8483915c486baed5aaa.png\"><\/a><\/p>\n<p>\u5728\u8de8\u6a21\u578b\u7ed3\u6784\u653b\u51fb\u4efb\u52a1\u4e2d\uff0cRaPA \u7684\u4f18\u52bf\u66f4\u52a0\u660e\u663e\u3002\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u653b\u51fb\u6837\u672c\u5e76\u653b\u51fb Transformer \u6a21\u578b\u88ab\u8ba4\u4e3a\u662f\u5bf9\u6297\u653b\u51fb\u4e2d\u96be\u5ea6\u8f83\u9ad8\u7684\u573a\u666f\uff0c\u56e0\u4e3a\u4e24\u7c7b\u6a21\u578b\u5728\u7ed3\u6784\u548c\u8bad\u7ec3\u65b9\u5f0f\u4e0a\u5dee\u5f02\u8f83\u5927\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u5f53\u4f7f\u7528 ResNet50 \u4f5c\u4e3a\u653b\u51fb\u6a21\u578b\u65f6\uff0c\u5e73\u5747\u653b\u51fb\u6210\u529f\u7387\u63d0\u5347\u7ea6 11.7%\uff1b\u5f53\u4f7f\u7528 DenseNet121 \u4f5c\u4e3a\u653b\u51fb\u6a21\u578b\u65f6\uff0c\u5e73\u5747\u653b\u51fb\u6210\u529f\u7387\u63d0\u5347\u7ea6 17.5%\u3002\u8fd9\u4e9b\u7ed3\u679c\u8868\u660e RaPA \u751f\u6210\u7684\u5bf9\u6297\u6837\u672c\u5177\u6709\u66f4\u5f3a\u7684\u901a\u7528\u6027\u548c\u8fc1\u79fb\u80fd\u529b\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u5458\u8fd8\u6d4b\u8bd5\u4e86\u53e6\u4e00\u79cd\u65b9\u5411\u7684\u8fc1\u79fb\u653b\u51fb\uff0c\u5373 Transformer \u6a21\u578b\u751f\u6210\u653b\u51fb\u6837\u672c\u5e76\u653b\u51fb\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u3002\u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0c\u5728\u8fd9\u4e00\u573a\u666f\u4e2d RaPA \u7684\u5e73\u5747\u653b\u51fb\u6210\u529f\u7387\u8fbe\u5230\u7ea6 51%\uff0c\u540c\u6837\u9ad8\u4e8e\u6240\u6709\u5bf9\u6bd4\u65b9\u6cd5\u3002\u8fd9\u4e00\u7ed3\u679c\u8bf4\u660e\u8fd9\u79cd\u653b\u51fb\u65b9\u6cd5\u4e0d\u4ec5\u5728\u8de8\u67b6\u6784\u653b\u51fb\u4efb\u52a1\u4e2d\u6709\u6548\uff0c\u5728\u5e38\u89c4\u8fc1\u79fb\u653b\u51fb\u4efb\u52a1\u4e2d\u4e5f\u8868\u73b0\u51fa\u66f4\u597d\u7684\u6027\u80fd\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-05e67e92aa4d84efba205d198f131bc6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-05e67e92aa4d84efba205d198f131bc6.png\"><\/a><\/p>\n<p>\u6b64\u5916\uff0c\u7814\u7a76\u4eba\u5458\u8fd8\u5728\u591a\u79cd\u9632\u5fa1\u673a\u5236\u5b58\u5728\u7684\u60c5\u51b5\u4e0b\u6d4b\u8bd5\u4e86 RaPA \u7684\u653b\u51fb\u6548\u679c\uff0c\u5305\u62ec\u5bf9\u6297\u8bad\u7ec3\u6a21\u578b\u3001JPEG \u538b\u7f29\u9632\u5fa1\u3001\u968f\u673a\u5316\u9632\u5fa1\u3001\u56fe\u50cf\u964d\u566a\u9632\u5fa1\u4ee5\u53ca\u6269\u6563\u6a21\u578b\u9632\u5fa1\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u5728\u6240\u6709\u9632\u5fa1\u6761\u4ef6\u4e0b RaPA \u7684\u653b\u51fb\u6210\u529f\u7387\u4ecd\u7136\u6700\u9ad8\u3002\u4f8b\u5982\uff0c\u5728\u5bf9\u6297\u8bad\u7ec3\u6a21\u578b\u4e0a\uff0cRaPA \u7684\u653b\u51fb\u6210\u529f\u7387\u7ea6\u4e3a 88%\uff0c\u660e\u663e\u9ad8\u4e8e\u5176\u4ed6\u653b\u51fb\u65b9\u6cd5\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-81d47e5f606733715f7d49e52b64c56f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-81d47e5f606733715f7d49e52b64c56f.png\"><\/a><\/p>\n<p>\u7814\u7a76\u4eba\u5458\u8fd8\u8fdb\u4e00\u6b65\u6d4b\u8bd5\u4e86\u8ba1\u7b97\u8d44\u6e90\u53d8\u5316\u5bf9\u653b\u51fb\u6548\u679c\u7684\u5f71\u54cd\uff0c\u901a\u8fc7\u589e\u52a0\u653b\u51fb\u8fed\u4ee3\u6b21\u6570\u4ee5\u53ca\u589e\u52a0\u6bcf\u8f6e\u8ba1\u7b97\u6b21\u6570\u8fdb\u884c\u5b9e\u9a8c\u3002\u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0c\u5f53\u8ba1\u7b97\u91cf\u589e\u52a0\u65f6\uff0c\u5176\u4ed6\u653b\u51fb\u65b9\u6cd5\u7684\u6027\u80fd\u63d0\u5347\u5e45\u5ea6\u8f83\u5c0f\uff0c\u800c RaPA \u7684\u6027\u80fd\u63d0\u5347\u6700\u4e3a\u660e\u663e\u3002\u4f8b\u5982\u5728\u4f7f\u7528 ResNet50 \u7684\u60c5\u51b5\u4e0b\uff0c\u653b\u51fb\u6210\u529f\u7387\u53ef\u4ee5\u989d\u5916\u63d0\u5347\u7ea6 15.9%\u3002\u8fd9\u4e9b\u7ed3\u679c\u8868\u660e\uff0c\u5728\u66f4\u591a\u8ba1\u7b97\u8d44\u6e90\u652f\u6301\u4e0b\uff0cRaPA \u7684\u653b\u51fb\u6548\u679c\u80fd\u591f\u5f97\u5230\u8fdb\u4e00\u6b65\u589e\u5f3a\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-b9467943fdab08519e32235f22237f72.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-b9467943fdab08519e32235f22237f72.png\"><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%A4%9A%E6%A8%A1%E5%9E%8B%E3%80%81%E5%A4%9A%E6%96%B9%E6%B3%95%E5%AF%B9%E6%AF%94%E4%B8%8B%E7%9A%84%E5%AE%9E%E9%AA%8C%E9%AA%8C%E8%AF%81\"><\/span>\u591a\u6a21\u578b\u3001\u591a\u65b9\u6cd5\u5bf9\u6bd4\u4e0b\u7684\u5b9e\u9a8c\u9a8c\u8bc1<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u7814\u7a76\u4eba\u5458\u5f00\u5c55\u7684\u5b9e\u9a8c\u4efb\u52a1\u5c5e\u4e8e\u76ee\u6807\u8fc1\u79fb\u653b\u51fb\u7814\u7a76\u3002\u76ee\u6807\u8fc1\u79fb\u653b\u51fb\u6307\u7684\u662f\u9996\u5148\u9009\u62e9\u4e00\u4e2a\u6a21\u578b\u4f5c\u4e3a\u4ee3\u7406\u6a21\u578b\uff0c\u5728\u8fd9\u4e2a\u6a21\u578b\u4e0a\u751f\u6210\u5bf9\u6297\u6837\u672c\uff0c\u7136\u540e\u5229\u7528\u8fd9\u4e9b\u5bf9\u6297\u6837\u672c\u53bb\u653b\u51fb\u5176\u4ed6\u672a\u77e5\u6a21\u578b\u3002\u4e0e\u666e\u901a\u5bf9\u6297\u653b\u51fb\u4e0d\u540c\uff0c\u8fd9\u79cd\u653b\u51fb\u5e76\u4e0d\u662f\u53ea\u8ba9\u6a21\u578b\u4ea7\u751f\u4efb\u610f\u9519\u8bef\u5206\u7c7b\uff0c\u800c\u662f\u8981\u6c42\u6a21\u578b\u8f93\u51fa\u6307\u5b9a\u7684\u9519\u8bef\u7c7b\u522b\u3002\u4f8b\u5982\u4e00\u5f20\u539f\u672c\u88ab\u8bc6\u522b\u4e3a\u72d7\u7684\u56fe\u50cf\uff0c\u5728\u653b\u51fb\u4e4b\u540e\u5e0c\u671b\u6a21\u578b\u5c06\u5176\u8bc6\u522b\u4e3a\u732b\uff0c\u56e0\u6b64\u8fd9\u79cd\u653b\u51fb\u4efb\u52a1\u6bd4\u666e\u901a\u653b\u51fb\u66f4\u52a0\u56f0\u96be\u3002<\/p>\n<p>\u5b9e\u9a8c\u4f7f\u7528\u7684\u6570\u636e\u96c6\u4e3a ImageNet-compatible dataset\uff0c\u8fd9\u4e2a\u6570\u636e\u96c6\u6765\u6e90\u4e8e NIPS 2017 \u5bf9\u6297\u653b\u51fb\u6bd4\u8d5b\u3002\u6570\u636e\u96c6\u4e2d\u7684\u56fe\u50cf\u6765\u81ea ImageNet\uff0c\u540c\u65f6\u5305\u542b\u771f\u5b9e\u6807\u7b7e\u4ee5\u53ca\u76ee\u6807\u653b\u51fb\u6807\u7b7e\uff0c\u56e0\u6b64\u65e2\u80fd\u591f\u7528\u4e8e\u6b63\u5e38\u5206\u7c7b\u8bc4\u4f30\uff0c\u4e5f\u80fd\u591f\u7528\u4e8e\u76ee\u6807\u653b\u51fb\u7814\u7a76\uff0c\u975e\u5e38\u9002\u5408\u8fdb\u884c\u76ee\u6807\u8fc1\u79fb\u653b\u51fb\u5b9e\u9a8c\u3002<\/p>\n<p>\u5728\u5b9e\u9a8c\u6a21\u578b\u65b9\u9762\uff0c\u7814\u7a76\u56e2\u961f\u4f7f\u7528\u4e86\u591a\u79cd\u4e0d\u540c\u7c7b\u578b\u7684\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5\u3002\u9996\u5148\u662f\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\uff0c\u5176\u4e2d\u5305\u62ec VGG16\u3001ResNet18\u3001ResNet50\u3001DenseNet121\u3001MobileNetV2\u3001EfficientNetB0\u3001Inception \u7cfb\u5217\u6a21\u578b\u4ee5\u53ca Xception\uff0c\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7ecf\u5178\u7684\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-dd54c4e434e9bbb1264c4a851059c732.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-dd54c4e434e9bbb1264c4a851059c732.png\"><\/a><\/p>\n<p>\u5176\u6b21\u662f\u89c6\u89c9 Transformer \u6a21\u578b\uff0c\u5305\u62ec ViT\u3001LeViT\u3001ConViT\u3001Twins \u548c PiT\uff0c\u8fd9\u4e9b\u6a21\u578b\u91c7\u7528 Transformer \u67b6\u6784\u8fdb\u884c\u56fe\u50cf\u8bc6\u522b\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u7814\u7a76\u4eba\u5458\u8fd8\u6d4b\u8bd5\u4e86 CLIP \u6a21\u578b\u3002CLIP \u662f\u4e00\u79cd\u540c\u65f6\u5229\u7528\u56fe\u50cf\u548c\u6587\u672c\u8fdb\u884c\u8bad\u7ec3\u7684\u6a21\u578b\uff0c\u5176\u7ed3\u6784\u548c\u666e\u901a\u89c6\u89c9\u6a21\u578b\u5b58\u5728\u8f83\u5927\u5dee\u5f02\uff0c\u56e0\u6b64\u53ef\u4ee5\u7528\u4e8e\u8bc4\u4f30\u653b\u51fb\u65b9\u6cd5\u5728\u4e0d\u540c\u7c7b\u578b\u6a21\u578b\u4e4b\u95f4\u7684\u8fc1\u79fb\u80fd\u529b\u3002<\/p>\n<p>\u5728\u5b9e\u9a8c\u8bbe\u7f6e\u65b9\u9762\uff0c\u7814\u7a76\u4eba\u5458\u5bf9\u653b\u51fb\u53c2\u6570\u8fdb\u884c\u4e86\u7edf\u4e00\u63a7\u5236\u3002\u5b9e\u9a8c\u4e2d\u5bf9\u6700\u5927\u6270\u52a8\u5f3a\u5ea6\u8fdb\u884c\u4e86\u56fa\u5b9a\uff0c\u540c\u65f6\u5b66\u4e60\u6b65\u957f\u4e5f\u4fdd\u6301\u4e00\u81f4\uff0c\u5e76\u4e14\u6bcf\u79cd\u653b\u51fb\u65b9\u6cd5\u90fd\u4f7f\u7528\u76f8\u540c\u7684\u8ba1\u7b97\u8d44\u6e90\u3002\u7814\u7a76\u4eba\u5458\u7279\u522b\u6307\u51fa\uff0c\u4e0d\u540c\u653b\u51fb\u65b9\u6cd5\u5728\u6bcf\u4e00\u8f6e\u8ba1\u7b97\u4e2d\u53ef\u80fd\u9700\u8981\u7684\u8ba1\u7b97\u6b21\u6570\u5e76\u4e0d\u76f8\u540c\uff0c\u56e0\u6b64\u5728\u5b9e\u9a8c\u4e2d\u7edf\u4e00\u89c4\u5b9a\u6bcf\u8f6e\u8ba1\u7b97\u6b21\u6570\u76f8\u540c\uff0c\u4ece\u800c\u4fdd\u8bc1\u4e0d\u540c\u65b9\u6cd5\u4e4b\u95f4\u7684\u6bd4\u8f83\u662f\u516c\u5e73\u7684\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-ec770e6b7f70a3999c770a79f5246974.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-ec770e6b7f70a3999c770a79f5246974.png\"><\/a><\/p>\n<p>\u4e3a\u4e86\u9a8c\u8bc1\u65b9\u6cd5\u7684\u6709\u6548\u6027\uff0c\u7814\u7a76\u56e2\u961f\u9009\u62e9\u4e86\u591a\u79cd\u5f53\u524d\u4e3b\u6d41\u653b\u51fb\u65b9\u6cd5\u4f5c\u4e3a\u5bf9\u6bd4\u57fa\u7ebf\u3002\u7b2c\u4e00\u7c7b\u662f\u8f93\u5165\u53d8\u6362\u7c7b\u65b9\u6cd5\uff0c\u4f8b\u5982 DI\u3001RDI\u3001SIA \u548c BSR\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u901a\u8fc7\u6539\u53d8\u8f93\u5165\u56fe\u50cf\u7684\u5f62\u5f0f\u6765\u589e\u5f3a\u653b\u51fb\u6548\u679c\u3002\u7b2c\u4e8c\u7c7b\u662f\u68af\u5ea6\u4f18\u5316\u7c7b\u65b9\u6cd5\uff0c\u4f8b\u5982 SI \u548c MI-FGSM\uff0c\u8fd9\u7c7b\u65b9\u6cd5\u901a\u8fc7\u6539\u8fdb\u68af\u5ea6\u8ba1\u7b97\u8fc7\u7a0b\u6765\u63d0\u9ad8\u653b\u51fb\u6210\u529f\u7387\u3002\u7b2c\u4e09\u7c7b\u662f\u7279\u5f81\u6df7\u5408\u7c7b\u65b9\u6cd5\uff0c\u4f8b\u5982 Admix\u3001CFM \u548c FTM\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u901a\u8fc7\u6df7\u5408\u4e0d\u540c\u56fe\u50cf\u6216\u7279\u5f81\u6765\u589e\u5f3a\u653b\u51fb\u6837\u672c\u7684\u8fc1\u79fb\u80fd\u529b\u3002\u7b2c\u56db\u7c7b\u662f\u6a21\u578b\u96c6\u6210\u7c7b\u65b9\u6cd5\uff0c\u4f8b\u5982 MUP \u548c SE-ViT\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u901a\u8fc7\u6784\u9020\u591a\u4e2a\u6a21\u578b\u5e76\u8fdb\u884c\u96c6\u6210\u6765\u63d0\u5347\u653b\u51fb\u6548\u679c\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-6c9698633eddca4cd5786280a000a01a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-6c9698633eddca4cd5786280a000a01a.png\"><\/a><\/p>\n<p>\u5728\u5177\u4f53\u653b\u51fb\u6d41\u7a0b\u65b9\u9762\uff0cRaPA \u65b9\u6cd5\u9996\u5148\u4ee5\u539f\u59cb\u56fe\u50cf\u4f5c\u4e3a\u521d\u59cb\u8f93\u5165\u3002\u968f\u540e\u5728\u6bcf\u4e00\u6b21\u653b\u51fb\u8fed\u4ee3\u8fc7\u7a0b\u4e2d\uff0c\u968f\u673a\u9009\u62e9\u4e00\u90e8\u5206\u6a21\u578b\u53c2\u6570\u5e76\u5c06\u5176\u6682\u65f6\u5173\u95ed\uff0c\u8fd9\u4e9b\u53c2\u6570\u4e3b\u8981\u5305\u62ec\u5168\u8fde\u63a5\u5c42\u53c2\u6570\u4ee5\u53ca\u5f52\u4e00\u5316\u5c42\u53c2\u6570\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u539f\u59cb\u6a21\u578b\u5728\u6bcf\u4e00\u6b21\u8fed\u4ee3\u4e2d\u90fd\u4f1a\u4ea7\u751f\u4e00\u4e2a\u65b0\u7684\u6a21\u578b\u7248\u672c\u3002<\/p>\n<p>\u63a5\u7740\u5728\u540c\u4e00\u6b21\u8fed\u4ee3\u4e2d\u751f\u6210\u591a\u4e2a\u4e0d\u540c\u7684\u968f\u673a\u526a\u679d\u6a21\u578b\uff0c\u4e5f\u5c31\u662f\u8bf4\uff0c\u4e00\u4e2a\u539f\u59cb\u6a21\u578b\u4f1a\u88ab\u6269\u5c55\u4e3a\u591a\u4e2a\u7ed3\u6784\u7565\u6709\u4e0d\u540c\u7684\u6a21\u578b\u3002\u7136\u540e\u5229\u7528\u8fd9\u4e9b\u4e0d\u540c\u6a21\u578b\u5206\u522b\u8ba1\u7b97\u653b\u51fb\u6240\u9700\u7684\u68af\u5ea6\u4fe1\u606f\u3002\u6240\u6709\u6a21\u578b\u5f97\u5230\u7684\u68af\u5ea6\u4f1a\u88ab\u7edf\u4e00\u8fdb\u884c\u5e73\u5747\u5904\u7406\u3002\u4e4b\u540e\u6839\u636e\u5e73\u5747\u5f97\u5230\u7684\u68af\u5ea6\u5bf9\u56fe\u50cf\u8fdb\u884c\u66f4\u65b0\uff0c\u4ece\u800c\u751f\u6210\u65b0\u7684\u5bf9\u6297\u6837\u672c\u3002\u6574\u4e2a\u8fc7\u7a0b\u4f1a\u4e0d\u65ad\u91cd\u590d\u591a\u6b21\u8fed\u4ee3\uff0c\u76f4\u5230\u653b\u51fb\u8fc7\u7a0b\u7ed3\u675f\u5e76\u5f97\u5230\u6700\u7ec8\u7684\u5bf9\u6297\u6837\u672c\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-d8fff4f437aa775b6e35b548e258793c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-d8fff4f437aa775b6e35b548e258793c.png\"><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%B8%80%E7%A7%8D%E6%9B%B4%E5%85%B7%E9%80%9A%E7%94%A8%E6%80%A7%E7%9A%84%E5%AF%B9%E6%8A%97%E6%94%BB%E5%87%BB%E7%AD%96%E7%95%A5\"><\/span>\u4e00\u79cd\u66f4\u5177\u901a\u7528\u6027\u7684\u5bf9\u6297\u653b\u51fb\u7b56\u7565<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u7814\u7a76\u56e2\u961f\u5728\u7814\u7a76\u8fc7\u7a0b\u4e2d\u53d1\u73b0\uff0c\u73b0\u6709\u8bb8\u591a\u5bf9\u6297\u653b\u51fb\u65b9\u6cd5\u5728\u751f\u6210\u5bf9\u6297\u6837\u672c\u65f6\u5b58\u5728\u4e00\u4e2a\u91cd\u8981\u95ee\u9898\uff0c\u5373\u751f\u6210\u7684\u653b\u51fb\u6837\u672c\u5f80\u5f80\u8fc7\u5ea6\u4f9d\u8d56\u4ee3\u7406\u6a21\u578b\u4e2d\u7684\u5c11\u91cf\u5173\u952e\u53c2\u6570\u3002\u5b9e\u9a8c\u5206\u6790\u8868\u660e\uff0c\u5f53\u5220\u9664\u8fd9\u4e9b\u6700\u91cd\u8981\u7684\u53c2\u6570\u65f6\uff0c\u653b\u51fb\u6210\u529f\u7387\u4f1a\u51fa\u73b0\u660e\u663e\u4e0b\u964d\uff0c\u8fd9\u8bf4\u660e\u653b\u51fb\u6837\u672c\u5728\u751f\u6210\u8fc7\u7a0b\u4e2d\u5bf9\u7279\u5b9a\u53c2\u6570\u4ea7\u751f\u4e86\u8f83\u5f3a\u4f9d\u8d56\u3002\u8fd9\u79cd\u4f9d\u8d56\u6027\u4f1a\u5bfc\u81f4\u653b\u51fb\u6837\u672c\u96be\u4ee5\u9002\u5e94\u5176\u4ed6\u6a21\u578b\u7ed3\u6784\uff0c\u4ece\u800c\u964d\u4f4e\u5bf9\u6297\u6837\u672c\u5728\u4e0d\u540c\u6a21\u578b\u4e4b\u95f4\u7684\u8fc1\u79fb\u80fd\u529b\u3002<\/p>\n<p>\u9488\u5bf9\u8fd9\u4e00\u95ee\u9898\uff0c\u7814\u7a76\u4eba\u5458\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u89e3\u51b3\u601d\u8def\uff0c\u5373\u907f\u514d\u8ba9\u653b\u51fb\u8fc7\u7a0b\u4f9d\u8d56\u56fa\u5b9a\u7684\u4e00\u90e8\u5206\u6a21\u578b\u53c2\u6570\u3002\u4e3a\u6b64\uff0c\u7814\u7a76\u56e2\u961f\u5728\u653b\u51fb\u8fc7\u7a0b\u4e2d\u5f15\u5165\u968f\u673a\u526a\u679d\u7b56\u7565\uff0c\u901a\u8fc7\u968f\u673a\u5c4f\u853d\u6a21\u578b\u4e2d\u7684\u90e8\u5206\u53c2\u6570\uff0c\u4f7f\u6bcf\u4e00\u6b21\u653b\u51fb\u65f6\u6240\u4f7f\u7528\u7684\u6a21\u578b\u90fd\u4f1a\u53d1\u751f\u53d8\u5316\u3002\u7531\u4e8e\u6bcf\u4e00\u8f6e\u653b\u51fb\u90fd\u5bf9\u5e94\u4e0d\u540c\u7684\u6a21\u578b\u53c2\u6570\u7ed3\u6784\uff0c\u751f\u6210\u7684\u5bf9\u6297\u6837\u672c\u9700\u8981\u5728\u4e0d\u65ad\u53d8\u5316\u7684\u6a21\u578b\u73af\u5883\u4e2d\u8fdb\u884c\u4f18\u5316\uff0c\u56e0\u6b64\u653b\u51fb\u6837\u672c\u4e0d\u518d\u4f9d\u8d56\u67d0\u4e9b\u56fa\u5b9a\u53c2\u6570\uff0c\u800c\u662f\u80fd\u591f\u9002\u5e94\u66f4\u591a\u4e0d\u540c\u7684\u6a21\u578b\u60c5\u51b5\u3002<\/p>\n<p>\u5728\u8fd9\u79cd\u673a\u5236\u4e0b\uff0c\u7531\u4e8e\u653b\u51fb\u8fc7\u7a0b\u4e2d\u6a21\u578b\u7ed3\u6784\u4e0d\u65ad\u53d8\u5316\uff0c\u5bf9\u6297\u6837\u672c\u5728\u751f\u6210\u65f6\u9700\u8981\u540c\u65f6\u9002\u5e94\u591a\u79cd\u6a21\u578b\u5f62\u5f0f\uff0c\u56e0\u6b64\u751f\u6210\u7684\u653b\u51fb\u6837\u672c\u5177\u6709\u66f4\u5f3a\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u5e76\u4e14\u66f4\u5bb9\u6613\u8fc1\u79fb\u5230\u5176\u4ed6\u6a21\u578b\u4e0a\u5b9e\u73b0\u653b\u51fb\u3002\u8fd9\u79cd\u65b9\u6cd5\u4e0d\u4ec5\u80fd\u591f\u6709\u6548\u63d0\u5347\u653b\u51fb\u6837\u672c\u7684\u8fc1\u79fb\u6027\u80fd\uff0c\u540c\u65f6\u5728\u5b9e\u73b0\u4e0a\u4e5f\u6bd4\u8f83\u7b80\u5355\u3002\u6574\u4e2a\u65b9\u6cd5\u4e0d\u9700\u8981\u91cd\u65b0\u8bad\u7ec3\u6a21\u578b\uff0c\u4e5f\u4e0d\u9700\u8981\u989d\u5916\u7684\u6570\u636e\uff0c\u53ea\u9700\u8981\u5728\u653b\u51fb\u8fc7\u7a0b\u4e2d\u968f\u673a\u5c4f\u853d\u4e00\u90e8\u5206\u6a21\u578b\u53c2\u6570\u5373\u53ef\u5b8c\u6210\u3002\u96f7\u5cf0\u7f51<span style=\"color:#FD5D3C\">(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span><\/p>\n<p>\u6b64\u5916\uff0c\u7814\u7a76\u4eba\u5458\u8fd8\u6307\u51fa\uff0c\u8fd9\u79cd\u65b9\u6cd5\u80fd\u591f\u4e0e\u591a\u79cd\u5df2\u6709\u653b\u51fb\u6280\u672f\u8fdb\u884c\u7ed3\u5408\u4f7f\u7528\uff0c\u4f8b\u5982 Admix\u3001CFM \u4ee5\u53ca\u5404\u79cd\u8f93\u5165\u53d8\u6362\u65b9\u6cd5\u3002\u5728\u8fd9\u4e9b\u65b9\u6cd5\u7684\u57fa\u7840\u4e0a\u5f15\u5165\u968f\u673a\u53c2\u6570\u526a\u679d\u7b56\u7565\uff0c\u53ef\u4ee5\u8fdb\u4e00\u6b65\u589e\u5f3a\u653b\u51fb\u6837\u672c\u7684\u8fc1\u79fb\u80fd\u529b\uff0c\u4ece\u800c\u83b7\u5f97\u66f4\u597d\u7684\u653b\u51fb\u6548\u679c\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"RaPA_%E8%83%8C%E5%90%8E%E7%9A%84%E7%A7%91%E7%A0%94%E5%8A%9B%E9%87%8F\"><\/span>RaPA \u80cc\u540e\u7684\u79d1\u7814\u529b\u91cf<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u9648\u8587\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u8ba1\u7b97\u6280\u672f\u7814\u7a76\u6240\u6559\u6388\uff0c\u5979\u957f\u671f\u4ece\u4e8b\u673a\u5668\u5b66\u4e60\u57fa\u7840\u7406\u8bba\u4e0e\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u65b9\u9762\u7684\u7814\u7a76\uff0c\u76ee\u524d\u4e3b\u8981\u7814\u7a76\u53ef\u4fe1\u673a\u5668\u5b66\u4e60\uff0c\u5e0c\u671b\u4f7f\u673a\u5668\u5b66\u4e60\u6a21\u578b\u5c24\u5176\u662f\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u5728\u8bad\u7ec3\u8fc7\u7a0b\u3001\u6a21\u578b\u7ed3\u6784\u548c\u51b3\u7b56\u7ed3\u679c\u4e0a\u66f4\u52a0\u53ef\u89e3\u91ca\u3001\u53ef\u7406\u89e3\u5e76\u4e14\u80fd\u591f\u88ab\u4eba\u7c7b\u6709\u6548\u63a7\u5236\u3002<\/p>\n<p>\u5979\u4e8e 2006 \u5e74\u5728\u5c71\u4e1c\u5927\u5b66\u83b7\u5f97\u7edf\u8ba1\u5b66\u5b66\u58eb\u5b66\u4f4d\uff0c\u968f\u540e\u8fdb\u5165\u4e2d\u56fd\u79d1\u5b66\u9662\u7ee7\u7eed\u6df1\u9020\uff0c\u5e76\u5728 2011 \u5e74\u83b7\u5f97\u6982\u7387\u8bba\u4e0e\u6570\u7406\u7edf\u8ba1\u535a\u58eb\u5b66\u4f4d\uff0c\u5bfc\u5e08\u4e3a\u9a6c\u5fd7\u660e\u6559\u6388\u3002\u5728\u52a0\u5165\u4e2d\u56fd\u79d1\u5b66\u9662\u4e4b\u524d\uff0c\u5979\u66fe\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4ece\u4e8b\u7814\u7a76\u5de5\u4f5c\uff0c\u5e76\u62c5\u4efb\u8ba1\u7b97\u4e0e\u5b66\u4e60\u7406\u8bba\u7814\u7a76\u56e2\u961f\u8d1f\u8d23\u4eba\u4ee5\u53ca\u7406\u8bba\u7814\u7a76\u4e2d\u5fc3\u8054\u5408\u8d1f\u8d23\u4eba\uff0c\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684\u673a\u5668\u5b66\u4e60\u7406\u8bba\u7814\u7a76\u7ecf\u9a8c\u3002<\/p>\n<p>\u9648\u8587\u66fe\u88ab\u8bc4\u4e3a\u4e2d\u56fd\u79d1\u6280\u9886\u57df\u5177\u6709\u5f71\u54cd\u529b\u7684\u5973\u6027\u79d1\u6280\u4eba\u7269\u4e4b\u4e00\uff0c\u5e76\u88ab\u8bc4\u4e3a\u4e2d\u56fd\u667a\u80fd\u8ba1\u7b97\u9886\u57df\u521b\u65b0\u4eba\u7269\uff0c\u8fd8\u5165\u9009\u4e2d\u56fd\u79d1\u5b66\u9662\u5927\u5b66\u7684\u5c0f\u7c73\u9752\u5e74\u4eba\u624d\u8ba1\u5212\uff0c\u5728\u5b66\u672f\u754c\u5177\u6709\u8f83\u9ad8\u7684\u5f71\u54cd\u529b\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-c37a05371030cd914b58f2ac9f6447bf.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-c37a05371030cd914b58f2ac9f6447bf.png\"><\/a><\/p>\n<p>\u53c2\u8003\u94fe\u63a5\uff1a https:\/\/weichen-cas.github.io\/<\/p>\n<p>\u6731\u80dc\u5b87\uff0c\u73b0\u4efb\u4e2d\u56fd\u79d1\u5b66\u9662\u8ba1\u7b97\u6280\u672f\u7814\u7a76\u6240\u526f\u7814\u7a76\u5458\uff0c\u4e3b\u8981\u4ece\u4e8b\u673a\u5668\u5b66\u4e60\u3001\u56e0\u679c\u63a8\u65ad\u4e0e\u53d1\u73b0\u4ee5\u53ca\u4fe1\u606f\u8bba\u7b49\u65b9\u5411\u7684\u7814\u7a76\u3002\u76ee\u524d\u62c5\u4efb\u535a\u58eb\u7814\u7a76\u751f\u5bfc\u5e08\uff0c\u5f00\u5c55\u4eba\u5de5\u667a\u80fd\u57fa\u7840\u7406\u8bba\u53ca\u76f8\u5173\u5e94\u7528\u7814\u7a76\u5de5\u4f5c\u3002<\/p>\n<p>\u5728\u5b66\u672f\u7814\u7a76\u65b9\u9762\uff0c\u6731\u80dc\u5b87\u957f\u671f\u4ece\u4e8b\u673a\u5668\u5b66\u4e60\u7406\u8bba\u3001\u56e0\u679c\u63a8\u65ad\u4ee5\u53ca\u5206\u5e03\u5f0f\u5b66\u4e60\u7b49\u65b9\u5411\u7684\u7814\u7a76\uff0c\u5728\u591a\u4e2a\u56fd\u9645\u91cd\u8981\u671f\u520a\u548c\u4f1a\u8bae\u4e0a\u53d1\u8868\u4e86\u5927\u91cf\u8bba\u6587\u3002\u5176\u4e2d\u5728\u671f\u520a\u65b9\u9762\uff0c\u4ed6\u5728\u4fe1\u606f\u8bba\u3001\u4fe1\u53f7\u5904\u7406\u3001\u63a7\u5236\u7cfb\u7edf\u4ee5\u53ca\u795e\u7ecf\u7f51\u7edc\u7b49\u9886\u57df\u7684\u56fd\u9645\u671f\u520a\u4e0a\u53d1\u8868\u4e86\u591a\u7bc7\u8bba\u6587\u3002\u5728\u4f1a\u8bae\u65b9\u9762\uff0c\u4ed6\u5728\u673a\u5668\u5b66\u4e60\u4e0e\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u91cd\u8981\u4f1a\u8bae\u4e0a\u53d1\u8868\u591a\u7bc7\u8bba\u6587\uff0c\u5305\u62ec\u4eba\u5de5\u667a\u80fd\u3001\u673a\u5668\u5b66\u4e60\u4ee5\u53ca\u8ba1\u7b97\u673a\u89c6\u89c9\u7b49\u65b9\u5411\u7684\u56fd\u9645\u4f1a\u8bae\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-039fa3950d593a65bef0f1886ca6c1cf.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-039fa3950d593a65bef0f1886ca6c1cf.png\"><\/a><\/p>\n<p>\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/www.ict.ac.cn\/sourcedb\/cn\/jssrck\/202502\/t20250207_7525316.html<\/p>\n<p>\u7a0b\u5b66\u65d7\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u8ba1\u7b97\u6280\u672f\u7814\u7a76\u6240\u7814\u7a76\u5458\uff0c\u667a\u80fd\u7b97\u6cd5\u5b89\u5168\u5168\u56fd\u91cd\u70b9\u5b9e\u9a8c\u5ba4\u4e3b\u4efb\uff0c\u6570\u636e\u79d1\u5b66\u4e0e\u5927\u6570\u636e\u5206\u6790\u9886\u57df\u4e13\u5bb6\uff0c\u56fd\u5bb6\u6770\u51fa\u9752\u5e74\u57fa\u91d1\u83b7\u5f97\u8005\uff0c\u56fd\u5bb6\u9ad8\u5c42\u6b21\u4eba\u624d\uff0c\u5317\u4eac\u5b66\u8005\uff0cCCF \u4f1a\u58eb\uff0cIEEE Fellow\u3002<\/p>\n<p>\u4e2d\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1a\u5927\u6570\u636e\u4e13\u5bb6\u59d4\u5458\u4f1a\u4e3b\u4efb\uff0c\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u526f\u7406\u4e8b\u957f\uff0c\u957f\u671f\u4ece\u4e8b\u7f51\u7edc\u6570\u636e\u79d1\u5b66\u3001\u5927\u6570\u636e\u7cfb\u7edf\u3001\u8ba4\u77e5\u8ba1\u7b97\u3001\u7b97\u6cd5\u5b89\u5168\u7b49\u65b9\u5411\u7814\u7a76\u3002\u5728\u91cd\u8981\u5b66\u672f\u4f1a\u8bae\u548c IEEE \u6c47\u520a\u4e0a\u53d1\u8868\u8bba\u6587 200 \u4f59\u7bc7\uff0c\u4e03\u6b21\u83b7\u5f97\u672c\u9886\u57df\u9876\u7ea7\u56fd\u9645\u5b66\u672f\u4f1a\u8bae\u6700\u4f73\u8bba\u6587\u5956\uff0c\u8c37\u6b4c\u5b66\u672f\u5f15\u7528\u4e09\u4e07\u591a\u6b21\uff0c\u83b7\u6388\u6743\u53d1\u660e\u4e13\u5229 143 \u9879\u3002\u83b7\u56fd\u5bb6\u6280\u672f\u53d1\u660e\u4e8c\u7b49\u5956 1 \u9879\u3001\u56fd\u5bb6\u79d1\u6280\u8fdb\u6b65\u4e8c\u7b49\u5956 3 \u9879\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-69d8ee4d94ee24982d536b026968d084.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-69d8ee4d94ee24982d536b026968d084.png\"><\/a><\/p>\n<p>\u53c2\u8003\u94fe\u63a5\uff1a https:\/\/people.ucas.ac.cn\/~cxq?language=en&amp;utm<\/p>\n<p>\u96f7\u5cf0\u7f51\u539f\u521b\u6587\u7ae0\uff0c\u672a\u7ecf\u6388\u6743\u7981\u6b62\u8f6c\u8f7d\u3002\u8be6\u60c5\u89c1<a href=\"https:\/\/r.xiumi.us\/board\/v5\/3qhbI\/392977584\" rel=\"nofollow\" target=\"_blank\">\u8f6c\u8f7d\u987b\u77e5<\/a>\u3002<\/p>\n<p>\n                        <a href=\"https:\/\/vip.yanxishe.com\/?from=leiphonearticle\" target=\"_blank\"><br \/>\n                            <a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-ef1b38dfb738ad25d47c69ef4a8cea34.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-ef1b38dfb738ad25d47c69ef4a8cea34.jpeg\"><\/a><br \/>\n                        <\/a>\n                    <\/p>\n<p>                                            \u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.leiphone.com\/category\/ai\/eBBs7HyTko6wr9T7.html\" target=\"_blank\">\u8ba1\u7b97\u6240\u7a0b\u5b66\u65d7\u56e2\u961f\uff1a\u968f\u673a\u526a\u679d AI \u653b\u51fb\u7b56\u7565\uff0c\u8ba9\u5bf9\u6297\u6837\u672c\u66f4\u5177\u300c\u901a\u7528\u653b\u51fb\u529b\u300d\u4e28CVPR 2026<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u968f\u7740\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u7684\u5feb\u901f\u53d1 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[55,65,66],"class_list":["post-40858","post","type-post","status-publish","format-standard","hentry","category-news","tag-55","tag-65","tag-66"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u8ba1\u7b97\u6240\u7a0b\u5b66\u65d7\u56e2\u961f\uff1a\u968f\u673a\u526a\u679d AI \u653b\u51fb\u7b56\u7565\uff0c\u8ba9\u5bf9\u6297\u6837\u672c\u66f4\u5177\u300c\u901a\u7528\u653b\u51fb\u529b\u300d\u4e28CVPR 2026 - \u4e00\u8d77AI\u6280\u672f<\/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:\/\/17aitech.com\/?p=40858\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/17aitech.com\/?p=40858\",\"url\":\"https:\/\/17aitech.com\/?p=40858\",\"name\":\"\u8ba1\u7b97\u6240\u7a0b\u5b66\u65d7\u56e2\u961f\uff1a\u968f\u673a\u526a\u679d AI \u653b\u51fb\u7b56\u7565\uff0c\u8ba9\u5bf9\u6297\u6837\u672c\u66f4\u5177\u300c\u901a\u7528\u653b\u51fb\u529b\u300d\u4e28CVPR 2026 - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\/\/17aitech.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/17aitech.com\/?p=40858#primaryimage\"},\"image\":{\"@id\":\"https:\/\/17aitech.com\/?p=40858#primaryimage\"},\"thumbnailUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-9136b836668f8060e26f0fa1d8a1bc1f.png\",\"datePublished\":\"2026-03-18T15:06:03+00:00\",\"author\":{\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\/\/17aitech.com\/?p=40858#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/17aitech.com\/?p=40858\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/?p=40858#primaryimage\",\"url\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-9136b836668f8060e26f0fa1d8a1bc1f.png\",\"contentUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-9136b836668f8060e26f0fa1d8a1bc1f.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/17aitech.com\/?p=40858#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/17aitech.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u8ba1\u7b97\u6240\u7a0b\u5b66\u65d7\u56e2\u961f\uff1a\u968f\u673a\u526a\u679d AI \u653b\u51fb\u7b56\u7565\uff0c\u8ba9\u5bf9\u6297\u6837\u672c\u66f4\u5177\u300c\u901a\u7528\u653b\u51fb\u529b\u300d\u4e28CVPR 2026\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/17aitech.com\/#website\",\"url\":\"https:\/\/17aitech.com\/\",\"name\":\"\u4e00\u8d77AI\u6280\u672f\",\"description\":\"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca\",\"alternateName\":\"\u4e00\u8d77AI\u6280\u672f\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/17aitech.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\",\"name\":\"AI\u5c0f\u52a9\u624b\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/image\/\",\"url\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"contentUrl\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"caption\":\"AI\u5c0f\u52a9\u624b\"},\"description\":\"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e\",\"url\":\"https:\/\/17aitech.com\/?page_id=33738&user=3\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u8ba1\u7b97\u6240\u7a0b\u5b66\u65d7\u56e2\u961f\uff1a\u968f\u673a\u526a\u679d AI \u653b\u51fb\u7b56\u7565\uff0c\u8ba9\u5bf9\u6297\u6837\u672c\u66f4\u5177\u300c\u901a\u7528\u653b\u51fb\u529b\u300d\u4e28CVPR 2026 - \u4e00\u8d77AI\u6280\u672f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/17aitech.com\/?p=40858","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=40858","url":"https:\/\/17aitech.com\/?p=40858","name":"\u8ba1\u7b97\u6240\u7a0b\u5b66\u65d7\u56e2\u961f\uff1a\u968f\u673a\u526a\u679d AI \u653b\u51fb\u7b56\u7565\uff0c\u8ba9\u5bf9\u6297\u6837\u672c\u66f4\u5177\u300c\u901a\u7528\u653b\u51fb\u529b\u300d\u4e28CVPR 2026 - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=40858#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=40858#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-9136b836668f8060e26f0fa1d8a1bc1f.png","datePublished":"2026-03-18T15:06:03+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=40858#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=40858"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=40858#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-9136b836668f8060e26f0fa1d8a1bc1f.png","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/03\/frc-9136b836668f8060e26f0fa1d8a1bc1f.png"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=40858#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"\u8ba1\u7b97\u6240\u7a0b\u5b66\u65d7\u56e2\u961f\uff1a\u968f\u673a\u526a\u679d AI \u653b\u51fb\u7b56\u7565\uff0c\u8ba9\u5bf9\u6297\u6837\u672c\u66f4\u5177\u300c\u901a\u7528\u653b\u51fb\u529b\u300d\u4e28CVPR 2026"}]},{"@type":"WebSite","@id":"https:\/\/17aitech.com\/#website","url":"https:\/\/17aitech.com\/","name":"\u4e00\u8d77AI\u6280\u672f","description":"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca","alternateName":"\u4e00\u8d77AI\u6280\u672f","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/17aitech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d","name":"AI\u5c0f\u52a9\u624b","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/#\/schema\/person\/image\/","url":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","contentUrl":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","caption":"AI\u5c0f\u52a9\u624b"},"description":"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e","url":"https:\/\/17aitech.com\/?page_id=33738&user=3"}]}},"_links":{"self":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/40858","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=40858"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/40858\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=40858"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=40858"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=40858"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}