{"id":40921,"date":"2026-04-22T23:06:07","date_gmt":"2026-04-22T15:06:07","guid":{"rendered":"https:\/\/17aitech.com\/?p=40921"},"modified":"2026-04-22T23:06:07","modified_gmt":"2026-04-22T15:06:07","slug":"%e6%b8%85%e5%8d%8e%e6%ae%b5%e5%b2%b3%e5%9c%bb%e5%9b%a2%e9%98%9f%e8%ae%ba%e6%96%87%ef%bc%9a%e4%bb%8e%e8%b0%83%e5%8f%82%e6%95%b0%e5%88%b0%e5%81%9a%e6%8e%a7%e5%88%b6%ef%bc%8c%e6%96%87%e7%94%9f%e5%9b%be","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40921","title":{"rendered":"\u6e05\u534e\u6bb5\u5cb3\u573b\u56e2\u961f\u8bba\u6587\uff1a\u4ece\u8c03\u53c2\u6570\u5230\u505a\u63a7\u5236\uff0c\u6587\u751f\u56fe\u8fce\u6765\u4e00\u6b21\u65b9\u6cd5\u8bba\u5347\u7ea7\u4e28CVPR 2026"},"content":{"rendered":"<p>\u5f88\u591a\u4eba\u5728\u4f7f\u7528\u6587\u751f\u56fe\u5de5\u5177\u65f6\u90fd\u4f1a\u9047\u5230\u7c7b\u4f3c\u7684\u60c5\u51b5\uff0c\u8f93\u5165\u4e00\u6bb5\u5f88\u6e05\u6670\u7684\u63cf\u8ff0\uff0c\u5e0c\u671b\u753b\u9762\u4e2d\u4eba\u7269\u7ad9\u5728\u5de6\u8fb9\u3001\u52a8\u7269\u5728\u53f3\u8fb9\uff0c\u6216\u8005\u5e0c\u671b\u6d77\u62a5\u4e0a\u51fa\u73b0\u4e00\u6bb5\u5b8c\u6574\u53ef\u8bfb\u7684\u6587\u5b57\uff0c\u4f46\u751f\u6210\u7ed3\u679c\u5374\u5e38\u5e38\u8ba9\u4eba\u5931\u671b\u3002<\/p>\n<p>\u8981\u4e48\u4f4d\u7f6e\u5173\u7cfb\u6df7\u4e71\uff0c\u8981\u4e48\u6587\u5b57\u53d8\u5f62\uff0c\u8981\u4e48\u6574\u4f53\u753b\u9762\u770b\u8d77\u6765\u4e0d\u81ea\u7136\u3002\u7ee7\u7eed\u8c03\u6574\u53c2\u6570\uff0c\u6709\u65f6\u7ed3\u679c\u4f1a\u66f4\u63a5\u8fd1\u63cf\u8ff0\uff0c\u4f46\u753b\u9762\u8d28\u91cf\u5374\u660e\u663e\u4e0b\u964d\uff0c\u989c\u8272\u53d8\u5f97\u5947\u602a\uff0c\u7ed3\u6784\u5f00\u59cb\u626d\u66f2\u3002\u53cd\u590d\u5c1d\u8bd5\u4e4b\u540e\uff0c\u5f80\u5f80\u9700\u8981\u751f\u6210\u5341\u51e0\u5f20\u751a\u81f3\u51e0\u5341\u5f20\u56fe\uff0c\u624d\u80fd\u52c9\u5f3a\u6311\u51fa\u4e00\u5f20\u53ef\u7528\u7684\u3002<\/p>\n<p>\u8fd9\u79cd\u65e2\u60f3\u8ba9\u6a21\u578b\u542c\u61c2\u6307\u4ee4\uff0c\u53c8\u4e0d\u5e0c\u671b\u753b\u9762\u88ab\u7834\u574f\u7684\u77db\u76fe\u4f53\u9a8c\uff0c\u5df2\u7ecf\u6210\u4e3a\u5f88\u591a\u7528\u6237\u5728\u5b9e\u9645\u4f7f\u7528\u751f\u6210\u6a21\u578b\u65f6\u7684\u5171\u540c\u611f\u53d7\u3002<\/p>\n<p>\u968f\u7740\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u9010\u6e10\u8fdb\u5165\u8bbe\u8ba1\u3001\u7535\u5546\u3001\u5185\u5bb9\u521b\u4f5c\u7b49\u771f\u5b9e\u573a\u666f\uff0c\u8fd9\u79cd\u95ee\u9898\u53d8\u5f97\u66f4\u52a0\u7a81\u51fa\u3002\u7528\u6237\u4e0d\u518d\u53ea\u662f\u8ffd\u6c42\u4e00\u5f20\u770b\u8d77\u6765\u4e0d\u9519\u7684\u56fe\uff0c\u800c\u662f\u5e0c\u671b\u7ed3\u679c\u7a33\u5b9a\u3001\u7ed3\u6784\u6b63\u786e\u3001\u7ec6\u8282\u53ef\u9760\uff0c\u53ef\u4ee5\u76f4\u63a5\u7528\u4e8e\u5b9e\u9645\u5de5\u4f5c\u3002<\/p>\n<p>\u7136\u800c\u73b0\u6709\u65b9\u6cd5\u5728\u53ef\u63a7\u6027\u548c\u7a33\u5b9a\u6027\u4e4b\u95f4\u59cb\u7ec8\u5b58\u5728\u660e\u663e\u51b2\u7a81\uff0c\u6a21\u578b\u8d8a\u662f\u5f3a\u8c03\u8bed\u4e49\u5bf9\u9f50\uff0c\u5c31\u8d8a\u5bb9\u6613\u727a\u7272\u89c6\u89c9\u8d28\u91cf\uff0c\u8fd9\u79cd\u5185\u5728\u9650\u5236\u9010\u6e10\u6210\u4e3a\u751f\u6210\u6a21\u578b\u8d70\u5411\u66f4\u5e7f\u6cdb\u5e94\u7528\u7684\u4e00\u9053\u95e8\u69db\u3002<\/p>\n<p>\u5728\u8fd9\u6837\u7684\u80cc\u666f\u4e0b\uff0c\u6e05\u534e\u5927\u5b66\u6bb5\u5cb3\u573b\u56e2\u961f\u63d0\u51fa\u4e86\u300aCFG-Ctrl: Control-Based Classifier-Free Diffusion Guidance\u300b\u8fd9\u4e00\u7814\u7a76\u5de5\u4f5c\uff0c\u4ece\u66f4\u5e95\u5c42\u7684\u89d2\u5ea6\u91cd\u65b0\u5ba1\u89c6\u8fd9\u4e00\u95ee\u9898\u3002<\/p>\n<p>\u7814\u7a76\u4e0d\u518d\u628a CFG \u5f53\u4f5c\u7b80\u5355\u7684\u53c2\u6570\u8c03\u8282\u624b\u6bb5\uff0c\u800c\u662f\u5c06\u6574\u4e2a\u751f\u6210\u8fc7\u7a0b\u770b\u4f5c\u4e00\u4e2a\u52a8\u6001\u7cfb\u7edf\uff0c\u628a\u8bed\u4e49\u504f\u5dee\u7406\u89e3\u4e3a\u9700\u8981\u88ab\u63a7\u5236\u7684\u8bef\u5dee\uff0c\u5e76\u5f15\u5165\u63a7\u5236\u7406\u8bba\u6765\u91cd\u65b0\u8bbe\u8ba1 guidance \u673a\u5236\u3002\u8fd9\u79cd\u601d\u8def\u7684\u53d8\u5316\uff0c\u4f7f\u5f97\u751f\u6210\u8fc7\u7a0b\u4e0d\u518d\u4f9d\u8d56\u53cd\u590d\u8bd5\u9519\uff0c\u800c\u662f\u53ef\u4ee5\u901a\u8fc7\u66f4\u7a33\u5b9a\u7684\u65b9\u5f0f\u9010\u6b65\u6536\u655b\u5230\u7b26\u5408\u8bed\u4e49\u7ea6\u675f\u7684\u7ed3\u679c\u3002<\/p>\n<p>\u8fd9\u79cd\u6539\u8fdb\u5728\u5b9e\u9645\u573a\u666f\u4e2d\u7684\u610f\u4e49\u4e5f\u5f88\u76f4\u89c2\u3002\u5f53\u9700\u8981\u751f\u6210\u5177\u6709\u660e\u786e\u7a7a\u95f4\u5173\u7cfb\u7684\u753b\u9762\u65f6\uff0c\u6a21\u578b\u80fd\u591f\u66f4\u7a33\u5b9a\u5730\u4fdd\u6301\u7ed3\u6784\u4e00\u81f4\uff1b\u5f53\u753b\u9762\u4e2d\u5305\u542b\u6587\u5b57\u65f6\uff0c\u5185\u5bb9\u66f4\u5bb9\u6613\u4fdd\u6301\u6e05\u6670\u548c\u6b63\u786e\uff1b\u5728\u590d\u6742\u573a\u666f\u4e2d\uff0c\u591a\u5bf9\u8c61\u4e4b\u95f4\u7684\u5173\u7cfb\u4e5f\u66f4\u4e0d\u5bb9\u6613\u51fa\u73b0\u9519\u4e71\u3002<\/p>\n<p>\u7528\u6237\u4e0d\u518d\u9700\u8981\u901a\u8fc7\u5927\u91cf\u5c1d\u8bd5\u53bb\u78b0\u8fd0\u6c14\uff0c\u800c\u66f4\u6709\u53ef\u80fd\u5728\u8f83\u5c11\u6b21\u6570\u5185\u5f97\u5230\u7b26\u5408\u9884\u671f\u7684\u7ed3\u679c\u3002\u8fd9\u6837\u7684\u53d8\u5316\uff0c\u6b63\u4f53\u73b0\u51fa\u751f\u6210\u6a21\u578b\u4ece\u5076\u5c14\u6210\u529f\u8d70\u5411\u7a33\u5b9a\u53ef\u9760\u7684\u5173\u952e\u4e00\u6b65\uff0c\u4e5f\u8ba9\u8fd9\u9879\u7814\u7a76\u5728\u5f53\u524d\u53d1\u5c55\u9636\u6bb5\u663e\u5f97\u5c24\u4e3a\u91cd\u8981\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-c89b39b3497f85fb706e0ae300afe92d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-c89b39b3497f85fb706e0ae300afe92d.png\"><\/a><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2603.03281<\/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=40921\/#%E4%BB%8E%E9%AB%98_scale_%E7%A8%B3%E5%AE%9A%E6%80%A7%E5%88%B0%E5%A4%8D%E6%9D%82_prompt_%E8%A1%A8%E7%8E%B0\" >\u4ece\u9ad8 scale \u7a33\u5b9a\u6027\u5230\u590d\u6742 prompt \u8868\u73b0<\/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=40921\/#%E5%B9%B6%E9%9D%9E%E7%AE%80%E5%8D%95%E8%B7%91%E5%88%86%EF%BC%8C%E8%80%8C%E6%98%AF%E4%B8%80%E7%A7%8D%E6%96%B0%E7%9A%84%E6%8E%A7%E5%88%B6%E9%80%BB%E8%BE%91\" >\u5e76\u975e\u7b80\u5355\u8dd1\u5206\uff0c\u800c\u662f\u4e00\u79cd\u65b0\u7684\u63a7\u5236\u903b\u8f91<\/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=40921\/#%E4%B8%8D%E6%98%AF%E6%94%B9%E8%BF%9B_CFG%EF%BC%8C%E8%80%8C%E6%98%AF%E9%87%8D%E5%86%99_CFG\" >\u4e0d\u662f\u6539\u8fdb CFG\uff0c\u800c\u662f\u91cd\u5199 CFG<\/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=40921\/#CFG-Ctrl_%E8%83%8C%E5%90%8E%E7%9A%84%E7%A7%91%E7%A0%94%E5%B7%A5%E4%BD%9C%E8%80%85\" >CFG-Ctrl \u80cc\u540e\u7684\u79d1\u7814\u5de5\u4f5c\u8005<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BB%8E%E9%AB%98_scale_%E7%A8%B3%E5%AE%9A%E6%80%A7%E5%88%B0%E5%A4%8D%E6%9D%82_prompt_%E8%A1%A8%E7%8E%B0\"><\/span>\u4ece\u9ad8 scale \u7a33\u5b9a\u6027\u5230\u590d\u6742 prompt \u8868\u73b0<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5728\u5b9e\u9a8c\u7ed3\u679c\u65b9\u9762\uff0c\u7814\u7a76\u4eba\u5458\u9996\u5148\u5173\u5fc3\u7684\u662f\uff0c\u76f8\u6bd4\u6807\u51c6 CFG\uff08Classifier-Free Guidance\uff09\uff0c\u6027\u80fd\u63d0\u5347\u662f\u5426\u5168\u9762\u4e14\u7a33\u5b9a\u3002\u7ed3\u8bba\u662f\u80af\u5b9a\u7684\uff0c\u800c\u4e14\u63d0\u5347\u5e76\u4e0d\u662f\u96c6\u4e2d\u5728\u67d0\u4e00\u4e2a\u6307\u6807\u4e0a\uff0c\u800c\u662f\u4f53\u73b0\u5728\u591a\u4e2a\u7ef4\u5ea6\u540c\u65f6\u6539\u5584\u3002<\/p>\n<p>\u6bd4\u5982\u5728\u56fe\u50cf\u8d28\u91cf\u6307\u6807 FID\uff08Fr\u00e9chet Inception Distance\uff09 \u4e0a\uff0cSMC-CFG \u6bd4\u6807\u51c6 CFG \u8fdb\u4e00\u6b65\u4e0b\u964d\u4e86\u4e00\u5c0f\u622a\uff0c\u8bf4\u660e\u751f\u6210\u7ed3\u679c\u66f4\u63a5\u8fd1\u771f\u5b9e\u56fe\u50cf\u5206\u5e03\u3002\u5728\u8bed\u4e49\u5bf9\u9f50\u6307\u6807 CLIP \u4e0a\uff0c\u63d0\u5347\u5e45\u5ea6\u867d\u7136\u4e0d\u7b97\u7279\u522b\u5927\uff0c\u4f46\u8868\u73b0\u5f88\u7a33\u5b9a\uff0c\u57fa\u672c\u80fd\u591f\u6301\u7eed\u9886\u5148\u5176\u4ed6\u65b9\u6cd5\uff0c\u8fd9\u8bf4\u660e\u8fd9\u79cd\u6539\u8fdb\u5e76\u4e0d\u662f\u9760\u67d0\u7c7b\u6837\u672c\u4e0a\u7684\u5076\u7136\u4f18\u52bf\uff0c\u800c\u662f\u771f\u6b63\u589e\u5f3a\u4e86\u6a21\u578b\u5bf9\u6587\u672c\u8bed\u4e49\u7684\u7406\u89e3\u80fd\u529b\u3002<\/p>\n<p>\u5728\u4eba\u7c7b\u504f\u597d\u76f8\u5173\u6307\u6807\u4e0a\uff0c\u50cf ImageReward\u3001HPS\u3001PickScore \u7b49\u63d0\u5347\u66f4\u660e\u663e\uff0c\u800c\u4e14\u5f88\u591a\u65f6\u5019\u90fd\u5904\u5728\u6240\u6709\u65b9\u6cd5\u91cc\u7684\u6700\u9ad8\u6c34\u5e73\u3002\u771f\u6b63\u91cd\u8981\u7684\u662f\uff0cSMC-CFG \u4e0d\u662f\u53ea\u628a\u67d0\u4e00\u4e2a\u6307\u6807\u505a\u9ad8\uff0c\u800c\u662f\u5728\u56fe\u50cf\u8d28\u91cf\u3001\u8bed\u4e49\u5bf9\u9f50\u548c\u4e3b\u89c2\u504f\u597d\u8fd9\u4e9b\u901a\u5e38\u5f88\u96be\u517c\u987e\u7684\u65b9\u5411\u4e0a\u4e00\u8d77\u53d8\u597d\u3002<\/p>\n<p>\u4ece\u8de8\u6a21\u578b\u7684\u4e00\u81f4\u6027\u6765\u770b\uff0c\u7814\u7a76\u4f7f\u7528\u4e86 3 \u79cd\u4e0d\u540c\u89c4\u6a21\u7684\u6587\u751f\u56fe\u6a21\u578b\uff0c\u5206\u522b\u662f\u4e2d\u7b49\u89c4\u6a21\u7684 SD3.5\u3001\u8f83\u5927\u89c4\u6a21\u7684 Flux\uff0c\u4ee5\u53ca\u8d85\u5927\u89c4\u6a21\u7684 Qwen-Image\u3002\u5b9e\u9a8c\u4e2d\u6709\u4e00\u4e2a\u5f88\u660e\u663e\u7684\u73b0\u8c61\uff0c\u5c31\u662f\u6a21\u578b\u89c4\u6a21\u8d8a\u5927\uff0cSMC-CFG \u7684\u4f18\u52bf\u8d8a\u6e05\u695a\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-aa002be6e9ce95879373f69b394ae396.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-aa002be6e9ce95879373f69b394ae396.png\"><\/a><\/p>\n<p>\u5728\u8f83\u5c0f\u6a21\u578b\u4e0a\uff0c\u8fd9\u79cd\u4f18\u52bf\u66f4\u591a\u4f53\u73b0\u4e3a\u7565\u4f18\uff0c\u800c\u5728\u66f4\u5927\u6a21\u578b\u4e0a\uff0c\u5b83\u5728\u591a\u4e2a\u6307\u6807\u4e0a\u80fd\u591f\u6301\u7eed\u62c9\u5f00\u5dee\u8ddd\u3002\u8fd9\u8bf4\u660e\uff0cSMC-CFG \u89e3\u51b3\u7684\u5e76\u4e0d\u53ea\u662f\u4e00\u4e2a\u5c40\u90e8\u8c03\u53c2\u95ee\u9898\uff0c\u800c\u66f4\u50cf\u662f\u5728\u5904\u7406\u6a21\u578b\u89c4\u6a21\u589e\u5927\u540e\u66f4\u5bb9\u6613\u51fa\u73b0\u7684\u4e0d\u7a33\u5b9a\u6027\u95ee\u9898\u3002<\/p>\n<p>\u7814\u7a76\u8fd8\u628a\u5b83\u4e0e CFG-Zero* \u548c Rectified-CFG++ \u8fd9\u4e9b\u5df2\u7ecf\u6539\u8fdb\u8fc7\u7684\u65b9\u6cd5\u505a\u4e86\u6bd4\u8f83\uff0c\u7ed3\u679c\u663e\u793a\uff0cSMC-CFG \u4f9d\u7136\u80fd\u591f\u7ee7\u7eed\u53d6\u5f97\u63d0\u5347\uff0c\u800c\u4e14\u8fd9\u79cd\u4f18\u52bf\u4e0d\u662f\u67d0\u4e2a\u6307\u6807\u4e0a\u7684\u5c40\u90e8\u7a81\u7834\uff0c\u800c\u66f4\u63a5\u8fd1\u6574\u4f53\u6027\u7684\u9886\u5148\uff0c\u8fd9\u4e5f\u8bf4\u660e\u5b83\u4e0d\u662f\u7b80\u5355\u6280\u5de7\uff0c\u800c\u662f\u673a\u5236\u5c42\u9762\u7684\u6539\u8fdb\u3002<\/p>\n<p>\u9ad8 guidance scale \u4e0b\u7684\u8868\u73b0\uff0c\u662f\u6574\u9879\u7814\u7a76\u6700\u5173\u952e\u7684\u7ed3\u679c\u4e4b\u4e00\u3002\u4f20\u7edf CFG \u7684\u5178\u578b\u95ee\u9898\u662f\uff0cguidance scale \u589e\u5927\u540e\uff0c\u8bed\u4e49\u5bf9\u9f50\u901a\u5e38\u4f1a\u66f4\u5f3a\uff0c\u4f46\u56fe\u50cf\u8d28\u91cf\u5f80\u5f80\u4f1a\u660e\u663e\u4e0b\u964d\uff0c\u4e5f\u5c31\u662f\u6a21\u578b\u8d8a\u52aa\u529b\u8d34\u8fd1\u6587\u672c\uff0c\u8d8a\u5bb9\u6613\u628a\u753b\u9762\u505a\u574f\u3002<\/p>\n<p>\u5b9e\u9a8c\u663e\u793a\uff0c\u6807\u51c6 CFG \u968f\u7740 scale \u63d0\u5347\uff0c\u56fe\u50cf\u52a3\u5316\u4f1a\u8d8a\u6765\u8d8a\u660e\u663e\uff0c\u800c SMC-CFG \u5728\u540c\u6837\u6761\u4ef6\u4e0b\u4ecd\u7136\u80fd\u591f\u7ee7\u7eed\u589e\u5f3a\u8bed\u4e49\u4fe1\u606f\uff0c\u540c\u65f6\u628a\u56fe\u50cf\u8d28\u91cf\u7ef4\u6301\u5728\u76f8\u5bf9\u7a33\u5b9a\u7684\u72b6\u6001\u3002\u8fd9\u610f\u5473\u7740\u5b83\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u6253\u7834\u4e86\u8bed\u4e49\u51c6\u786e\u6027\u548c\u56fe\u50cf\u8d28\u91cf\u4e4b\u95f4\u90a3\u79cd\u7ecf\u5178\u7684\u6b64\u6d88\u5f7c\u957f\u5173\u7cfb\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-db024c98c727bac737f56232d7faf894.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-db024c98c727bac737f56232d7faf894.png\"><\/a><\/p>\n<p>\u4e0e\u6b64\u540c\u65f6\uff0c\u5728\u590d\u6742 prompt \u4e0b\uff0c\u4f20\u7edf\u65b9\u6cd5\u5bb9\u6613\u51fa\u73b0\u7a7a\u95f4\u5173\u7cfb\u9519\u4f4d\u3001\u7ed3\u6784\u6df7\u4e71\u3001\u6587\u5b57\u6a21\u7cca\u6216\u9519\u8bef\u7b49\u95ee\u9898\uff0c\u800c SMC-CFG \u5728\u7a7a\u95f4\u5173\u7cfb\u3001\u7ec6\u8282\u7a33\u5b9a\u6027\u548c\u6587\u5b57\u6e05\u6670\u5ea6\u4e0a\u90fd\u66f4\u597d\uff0c\u8fd9\u8bf4\u660e\u5b83\u4e0d\u4ec5\u5206\u6570\u66f4\u9ad8\uff0c\u4e5f\u786e\u5b9e\u63d0\u5347\u4e86\u6a21\u578b\u5bf9\u590d\u6742\u7ed3\u6784\u548c\u5173\u7cfb\u7684\u7406\u89e3\u80fd\u529b\u3002<\/p>\n<p>\u7814\u7a76\u56e2\u961f\u8fd8\u505a\u4e86\u6d88\u878d\u5b9e\u9a8c\uff0c\u5206\u6790\u4e24\u4e2a\u5173\u952e\u53c2\u6570\u7684\u4f5c\u7528\u3002\u5176\u4e2d\uff0c\u03bb \u63a7\u5236\u6536\u655b\u65b9\u5411\uff0ck \u63a7\u5236\u7ea0\u6b63\u529b\u5ea6\u3002\u5b9e\u9a8c\u53d1\u73b0\uff0c\u03bb \u8fc7\u5c0f\u6216\u8fc7\u5927\u90fd\u4f1a\u8ba9\u7cfb\u7edf\u504f\u79bb\u66f4\u7406\u60f3\u7684\u7a33\u5b9a\u8f68\u9053\uff0c\u800c k \u8fc7\u5c0f\u4f1a\u8ba9\u6536\u655b\u53d8\u6162\uff0c\u8bed\u4e49\u8868\u73b0\u504f\u5f31\uff0ck \u8fc7\u5927\u53c8\u4f1a\u5f15\u53d1\u9707\u8361\uff0c\u8ba9\u753b\u9762\u663e\u5f97\u4e0d\u81ea\u7136\u3002<\/p>\n<p>\u7efc\u5408\u6765\u770b\uff0c\u6700\u4f73\u72b6\u6001\u5bf9\u5e94\u7684\u662f\u4e2d\u7b49 \u03bb \u52a0\u4e0a\u9002\u4e2d\u7684 k\uff0c\u5728\u8fd9\u79cd\u7ec4\u5408\u4e0b\uff0c\u7cfb\u7edf\u80fd\u591f\u540c\u65f6\u5b9e\u73b0\u7a33\u5b9a\u3001\u5feb\u901f\u548c\u7cbe\u51c6\u3002\u66f4\u6df1\u4e00\u5c42\u5730\u8bf4\uff0c\u8fd9\u90e8\u5206\u7ed3\u679c\u8bf4\u660e SMC-CFG \u7684\u4f18\u52bf\u4e0d\u662f\u5076\u7136\u8c03\u53c2\u5f97\u5230\u7684\uff0c\u800c\u662f\u7b26\u5408\u63a7\u5236\u7cfb\u7edf\u91cc\u5f88\u5178\u578b\u7684\u89c4\u5f8b\uff0c\u4e5f\u5c31\u662f\u7a33\u5b9a\u6027\u548c\u54cd\u5e94\u901f\u5ea6\u4e4b\u95f4\u9700\u8981\u627e\u5230\u5e73\u8861\u3002\u96f7\u5cf0\u7f51<span style=\"color:#FD5D3C\">(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span><\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-a9ab1973585c95ff8c4aab692ce2d25b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-a9ab1973585c95ff8c4aab692ce2d25b.png\"><\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%B9%B6%E9%9D%9E%E7%AE%80%E5%8D%95%E8%B7%91%E5%88%86%EF%BC%8C%E8%80%8C%E6%98%AF%E4%B8%80%E7%A7%8D%E6%96%B0%E7%9A%84%E6%8E%A7%E5%88%B6%E9%80%BB%E8%BE%91\"><\/span>\u5e76\u975e\u7b80\u5355\u8dd1\u5206\uff0c\u800c\u662f\u4e00\u79cd\u65b0\u7684\u63a7\u5236\u903b\u8f91<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5728\u5b9e\u9a8c\u7ecf\u8fc7\u65b9\u9762\uff0c\u7814\u7a76\u4eba\u5458\u5e76\u4e0d\u662f\u7b80\u5355\u8fdb\u884c\u6307\u6807\u5bf9\u6bd4\uff0c\u800c\u662f\u56f4\u7ed5\u4e00\u4e2a\u660e\u786e\u7684\u6838\u5fc3\u5047\u8bbe\u5c55\u5f00\uff0c\u4e5f\u5c31\u662f CFG \u7684\u95ee\u9898\u672c\u8d28\u4e0a\u6765\u6e90\u4e8e\u7ebf\u6027\u63a7\u5236\u65b9\u5f0f\u672c\u8eab\uff0c\u56e0\u6b64\u9700\u8981\u901a\u8fc7\u65b0\u7684\u63a7\u5236\u673a\u5236\u6765\u9a8c\u8bc1\u662f\u5426\u80fd\u591f\u7cfb\u7edf\u6027\u6539\u8fdb\u8fd9\u4e00\u95ee\u9898\u3002<\/p>\n<p>\u57fa\u4e8e\u8fd9\u4e00\u524d\u63d0\uff0c\u6574\u4e2a\u5b9e\u9a8c\u8bbe\u8ba1\u56f4\u7ed5\u4e09\u4e2a\u5173\u952e\u65b9\u5411\u63a8\u8fdb\u3002\u9996\u5148\u662f\u7a33\u5b9a\u6027\u9a8c\u8bc1\uff0c\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u5728\u9ad8 guidance scale \u6761\u4ef6\u4e0b\u8fdb\u884c\u6d4b\u8bd5\uff0c\u56e0\u4e3a\u8fd9\u4e00\u8bbe\u7f6e\u4f1a\u653e\u5927 CFG \u7684\u4e0d\u7a33\u5b9a\u95ee\u9898\uff0c\u5982\u679c\u65b9\u6cd5\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4ecd\u7136\u4fdd\u6301\u7a33\u5b9a\uff0c\u5c31\u80fd\u591f\u8bf4\u660e\u63a7\u5236\u673a\u5236\u672c\u8eab\u66f4\u52a0\u9c81\u68d2\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-c8d75d8b840825cabb73f0175a6efe69.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-c8d75d8b840825cabb73f0175a6efe69.png\"><\/a><\/p>\n<p>\u5176\u6b21\u662f\u51c6\u786e\u6027\u9a8c\u8bc1\uff0c\u901a\u8fc7\u5f15\u5165\u8bed\u4e49\u6307\u6807\u5e76\u7ed3\u5408\u590d\u6742 prompt \u573a\u666f\uff0c\u4f8b\u5982\u5305\u542b\u7a7a\u95f4\u5173\u7cfb\u3001\u591a\u7269\u4f53\u5173\u7cfb\u6216\u7ec6\u7c92\u5ea6\u63cf\u8ff0\u7684\u8f93\u5165\uff0c\u6765\u68c0\u9a8c\u751f\u6210\u7ed3\u679c\u662f\u5426\u771f\u6b63\u7406\u89e3\u6587\u672c\u5185\u5bb9\uff0c\u800c\u4e0d\u662f\u4ec5\u4ec5\u5728\u7b80\u5355\u573a\u666f\u4e0b\u8868\u73b0\u826f\u597d\u3002<\/p>\n<p>\u6700\u540e\u662f\u5bf9\u771f\u5b9e\u611f\u7684\u8bc4\u4f30\uff0c\u901a\u8fc7 FID \u548c\u591a\u79cd\u4eba\u7c7b\u504f\u597d\u76f8\u5173\u6307\u6807\u6765\u5224\u65ad\u751f\u6210\u56fe\u50cf\u662f\u5426\u63a5\u8fd1\u771f\u5b9e\u5206\u5e03\uff0c\u540c\u65f6\u662f\u5426\u7b26\u5408\u4eba\u7c7b\u5ba1\u7f8e\u548c\u76f4\u89c9\u5224\u65ad\u3002\u4ece\u6574\u4f53\u903b\u8f91\u6765\u770b\uff0c\u8fd9\u4e00\u7cfb\u5217\u5b9e\u9a8c\u5e76\u4e0d\u662f\u5728\u6bd4\u8f83\u4e0d\u540c\u6a21\u578b\u8c01\u66f4\u5f3a\uff0c\u800c\u662f\u5728\u9a8c\u8bc1\u4e00\u79cd\u63a7\u5236\u7cfb\u7edf\u662f\u5426\u80fd\u591f\u66f4\u6709\u6548\u5730\u5f15\u5bfc\u751f\u6210\u8fc7\u7a0b\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-7ece1ded5d19c30cec55550f3105449a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-7ece1ded5d19c30cec55550f3105449a.png\"><\/a><\/p>\n<p>\u5728\u6a21\u578b\u9009\u62e9\u4e0a\uff0c\u7814\u7a76\u56e2\u961f\u523b\u610f\u9009\u7528\u4e86 SD3.5\u3001Flux \u548c Qwen-Image \u4e09\u79cd\u5177\u6709\u660e\u663e\u5dee\u5f02\u7684\u6a21\u578b\u3002\u8fd9\u4e9b\u6a21\u578b\u4e0d\u4ec5\u5728\u53c2\u6570\u89c4\u6a21\u4e0a\u4ece\u4e2d\u7b49\u5230\u8d85\u5927\u5b58\u5728\u660e\u663e\u8de8\u5ea6\uff0c\u800c\u4e14\u5728\u5177\u4f53\u67b6\u6784\u4e0a\u4e5f\u6709\u6240\u4e0d\u540c\uff0c\u4f46\u90fd\u5c5e\u4e8e flow-matching diffusion \u8fd9\u4e00\u6280\u672f\u8def\u7ebf\u3002<\/p>\n<p>\u8fd9\u6837\u7684\u9009\u62e9\u4f7f\u5b9e\u9a8c\u80fd\u591f\u8986\u76d6\u4e0d\u540c\u590d\u6742\u5ea6\u548c\u4e0d\u540c\u8868\u8fbe\u80fd\u529b\u7684\u751f\u6210\u7cfb\u7edf\uff0c\u4ece\u800c\u68c0\u9a8c\u65b9\u6cd5\u662f\u5426\u5177\u5907\u8de8\u6a21\u578b\u7684\u901a\u7528\u6027\u3002\u5982\u679c\u4e00\u79cd\u65b9\u6cd5\u53ea\u5728\u5355\u4e00\u6a21\u578b\u4e0a\u6709\u6548\uff0c\u5f88\u53ef\u80fd\u53ea\u662f\u9488\u5bf9\u7279\u5b9a\u7ed3\u6784\u8fdb\u884c\u4e86\u9002\u914d\uff0c\u800c\u5728\u591a\u6a21\u578b\u4e0a\u90fd\u80fd\u4fdd\u6301\u63d0\u5347\uff0c\u5219\u66f4\u80fd\u8bf4\u660e\u5176\u6539\u8fdb\u5177\u6709\u666e\u9002\u610f\u4e49\u3002<\/p>\n<p>\u5728\u8bc4\u4ef7\u4f53\u7cfb\u7684\u8bbe\u8ba1\u4e0a\uff0c\u7814\u7a76\u4eba\u5458\u91c7\u7528\u4e86\u5206\u5c42\u7ed3\u6784\u6765\u907f\u514d\u5355\u4e00\u6307\u6807\u5e26\u6765\u7684\u504f\u5dee\u3002\u7b2c\u4e00\u5c42\u5173\u6ce8\u5206\u5e03\u5c42\u9762\uff0c\u901a\u8fc7 FID \u8861\u91cf\u751f\u6210\u56fe\u50cf\u4e0e\u771f\u5b9e\u6570\u636e\u5206\u5e03\u4e4b\u95f4\u7684\u8ddd\u79bb\uff0c\u4ece\u800c\u53cd\u6620\u6574\u4f53\u56fe\u50cf\u8d28\u91cf\u548c\u771f\u5b9e\u6027\u3002<\/p>\n<p>\u7b2c\u4e8c\u5c42\u5173\u6ce8\u8bed\u4e49\u5c42\u9762\uff0c\u901a\u8fc7 CLIP \u7b49\u6307\u6807\u8bc4\u4f30\u56fe\u50cf\u5185\u5bb9\u4e0e\u6587\u672c\u4e4b\u95f4\u7684\u4e00\u81f4\u6027\uff0c\u8fd9\u4e00\u5c42\u4e3b\u8981\u53cd\u6620\u6a21\u578b\u662f\u5426\u6b63\u786e\u7406\u89e3\u8f93\u5165\u8bed\u4e49\u3002\u7b2c\u4e09\u5c42\u5219\u5f15\u5165\u4eba\u7c7b\u504f\u597d\u76f8\u5173\u6307\u6807\uff0c\u7528\u4e8e\u8bc4\u4f30\u751f\u6210\u7ed3\u679c\u5728\u89c6\u89c9\u4e0a\u662f\u5426\u81ea\u7136\u3001\u662f\u5426\u5177\u6709\u5ba1\u7f8e\u4ef7\u503c\u4ee5\u53ca\u662f\u5426\u7b26\u5408\u4eba\u7c7b\u76f4\u89c9\u3002<\/p>\n<p>\u8fd9\u4e09\u5c42\u4ece\u7edf\u8ba1\u5206\u5e03\u3001\u8bed\u4e49\u5339\u914d\u548c\u4e3b\u89c2\u611f\u53d7\u4e09\u4e2a\u89d2\u5ea6\u5171\u540c\u7ea6\u675f\u6a21\u578b\u8868\u73b0\uff0c\u53ef\u4ee5\u6709\u6548\u907f\u514d\u6a21\u578b\u5728\u67d0\u4e00\u6307\u6807\u4e0a\u8868\u73b0\u7a81\u51fa\u4f46\u6574\u4f53\u6548\u679c\u4e0d\u4f73\u7684\u95ee\u9898\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-564ef229ab5d48b5bdfdaf6823fe38d2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/frc-564ef229ab5d48b5bdfdaf6823fe38d2.png\"><\/a><\/p>\n<p>\u7814\u7a76\u56e2\u961f\u8fd8\u901a\u8fc7\u6d88\u878d\u5b9e\u9a8c\u5bf9\u65b9\u6cd5\u5185\u90e8\u673a\u5236\u8fdb\u884c\u4e86\u8fdb\u4e00\u6b65\u5206\u6790\u3002\u7531\u4e8e SMC-CFG \u5f15\u5165\u4e86\u6ed1\u6a21\u9762\u4f5c\u4e3a\u63a7\u5236\u76ee\u6807\uff0c\u5e76\u901a\u8fc7 switching \u63a7\u5236\u5b9e\u73b0\u975e\u7ebf\u6027\u53cd\u9988\uff0c\u8fd9\u4e9b\u8bbe\u8ba1\u90fd\u53ef\u80fd\u5f71\u54cd\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u548c\u6536\u655b\u884c\u4e3a\uff0c\u56e0\u6b64\u9700\u8981\u5355\u72ec\u9a8c\u8bc1\u5404\u4e2a\u7ec4\u6210\u90e8\u5206\u7684\u4f5c\u7528\u3002<\/p>\n<p>\u901a\u8fc7\u8c03\u6574\u5173\u952e\u53c2\u6570\uff0c\u53ef\u4ee5\u89c2\u5bdf\u5230\u7cfb\u7edf\u5728\u6536\u655b\u901f\u5ea6\u3001\u7a33\u5b9a\u6027\u4ee5\u53ca\u751f\u6210\u6548\u679c\u4e4b\u95f4\u7684\u53d8\u5316\u5173\u7cfb\uff0c\u4ece\u800c\u5224\u65ad\u6027\u80fd\u63d0\u5347\u662f\u5426\u786e\u5b9e\u6765\u6e90\u4e8e\u63a7\u5236\u673a\u5236\u672c\u8eab\uff0c\u800c\u4e0d\u662f\u5076\u7136\u7684\u53c2\u6570\u7ec4\u5408\u3002\u8fd9\u4e00\u6b65\u5bf9\u4e8e\u8bc1\u660e\u65b9\u6cd5\u7684\u53ef\u9760\u6027\u975e\u5e38\u5173\u952e\uff0c\u56e0\u4e3a\u53ea\u6709\u5728\u4e0d\u540c\u8bbe\u7f6e\u4e0b\u4ecd\u7136\u8868\u73b0\u51fa\u4e00\u81f4\u89c4\u5f8b\uff0c\u624d\u80fd\u8bf4\u660e\u8bbe\u8ba1\u5177\u6709\u7406\u8bba\u652f\u6491\u3002<\/p>\n<p>\u7efc\u5408\u6765\u770b\uff0c\u8fd9\u4e00\u7cfb\u5217\u5b9e\u9a8c\u6784\u6210\u4e86\u4e00\u4e2a\u6e05\u6670\u7684\u9a8c\u8bc1\u903b\u8f91\uff0c\u4e5f\u5c31\u662f\u4ece\u7ebf\u6027\u63a7\u5236\u5230\u975e\u7ebf\u6027\u63a7\u5236\u7684\u8f6c\u53d8\u6240\u5e26\u6765\u7684\u5f71\u54cd\u3002\u4f20\u7edf CFG \u4f5c\u4e3a\u7ebf\u6027\u63a7\u5236\u65b9\u5f0f\uff0c\u5728\u590d\u6742\u751f\u6210\u8fc7\u7a0b\u4e2d\u5bb9\u6613\u5f15\u53d1\u4e0d\u7a33\u5b9a\u884c\u4e3a\uff0c\u800c\u5f15\u5165\u6ed1\u6a21\u63a7\u5236\u540e\uff0c\u7cfb\u7edf\u80fd\u591f\u66f4\u7a33\u5b9a\u5730\u6536\u655b\u5230\u76ee\u6807\u72b6\u6001\u3002<\/p>\n<p>\u5728\u8fd9\u79cd\u66f4\u7a33\u5b9a\u7684\u52a8\u6001\u8fc7\u7a0b\u4e2d\uff0c\u8bed\u4e49\u4fe1\u606f\u80fd\u591f\u66f4\u6709\u6548\u5730\u6ce8\u5165\uff0c\u540c\u65f6\u56fe\u50cf\u8d28\u91cf\u4e0d\u4f1a\u53d7\u5230\u660e\u663e\u7834\u574f\uff0c\u56e0\u6b64\u6700\u7ec8\u8868\u73b0\u4e3a\u8bed\u4e49\u5bf9\u9f50\u66f4\u597d\u4e14\u56fe\u50cf\u8d28\u91cf\u66f4\u9ad8\u3002\u6574\u4e2a\u5b9e\u9a8c\u8fc7\u7a0b\u5b9e\u9645\u4e0a\u662f\u5728\u9010\u6b65\u9a8c\u8bc1\u8fd9\u4e00\u56e0\u679c\u94fe\u6761\uff0c\u4ece\u800c\u8bc1\u660e\u65b0\u7684\u63a7\u5236\u673a\u5236\u786e\u5b9e\u80fd\u591f\u4ece\u6839\u672c\u4e0a\u6539\u8fdb\u751f\u6210\u8fc7\u7a0b\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%B8%8D%E6%98%AF%E6%94%B9%E8%BF%9B_CFG%EF%BC%8C%E8%80%8C%E6%98%AF%E9%87%8D%E5%86%99_CFG\"><\/span>\u4e0d\u662f\u6539\u8fdb CFG\uff0c\u800c\u662f\u91cd\u5199 CFG<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8fd9\u9879\u7814\u7a76\u5e76\u4e0d\u53ea\u662f\u8bf4\u660e\u7814\u7a76\u63d0\u51fa\u4e86\u4e00\u79cd\u66f4\u5f3a\u7684\u65b9\u6cd5\uff0c\u66f4\u91cd\u8981\u7684\u662f\uff0c\u5b83\u6539\u53d8\u4e86\u4eba\u4eec\u7406\u89e3\u56fe\u50cf\u751f\u6210\u6a21\u578b\u7684\u65b9\u5f0f\u3002\u8fc7\u53bb\uff0cCFG \u66f4\u50cf\u662f\u4e00\u79cd\u7ecf\u9a8c\u6027\u7684\u8c03\u8282\u624b\u6bb5\uff0c\u5f88\u591a\u65f6\u5019\u53ea\u80fd\u9760\u4e0d\u65ad\u8bd5\u53c2\u6570\u6765\u627e\u5e73\u8861\uff0c\u77e5\u9053\u5b83\u6709\u7528\uff0c\u4f46\u5f88\u96be\u89e3\u91ca\u4e3a\u4ec0\u4e48\u6709\u65f6\u6709\u6548\u3001\u6709\u65f6\u4f1a\u5931\u63a7\u3002\u96f7\u5cf0\u7f51<\/p>\n<p>\u7814\u7a76\u56e2\u961f\u628a\u8fd9\u4e2a\u95ee\u9898\u63d0\u5347\u6210\u4e86\u63a7\u5236\u95ee\u9898\uff0c\u4e5f\u5c31\u662f\u628a\u6761\u4ef6\u9884\u6d4b\u548c\u65e0\u6761\u4ef6\u9884\u6d4b\u4e4b\u95f4\u7684\u5dee\u5f02\u770b\u6210\u8bef\u5dee\u4fe1\u53f7\uff0c\u628a guidance \u770b\u6210\u63a7\u5236\u8f93\u5165\uff0c\u628a diffusion flow \u770b\u6210\u4e00\u4e2a\u52a8\u6001\u7cfb\u7edf\u3002\u8fd9\u6837\u4e00\u6765\uff0c\u540e\u7eed\u7814\u7a76\u5c31\u4e0d\u518d\u53ea\u662f\u53cd\u590d\u8c03 guidance\uff0c\u800c\u662f\u53ef\u4ee5\u50cf\u8bbe\u8ba1\u63a7\u5236\u7cfb\u7edf\u4e00\u6837\uff0c\u53bb\u5206\u6790\u7a33\u5b9a\u6027\u3001\u6536\u655b\u6027\u548c\u9c81\u68d2\u6027\uff0c\u4ece\u7ecf\u9a8c\u6280\u5de7\u8d70\u5411\u7cfb\u7edf\u7406\u8bba\u3002<\/p>\n<p>\u7814\u7a76\u8fd8\u6709\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u610f\u4e49\uff0c\u5c31\u662f\u628a CFG \u4e3a\u4ec0\u4e48\u4f1a\u5931\u8d25\u8fd9\u4ef6\u4e8b\u8bb2\u6e05\u695a\u4e86\u3002\u5f88\u591a\u4eba\u90fd\u77e5\u9053\uff0cguidance scale \u4e00\u65e6\u8c03\u9ad8\uff0c\u6a21\u578b\u867d\u7136\u4f1a\u66f4\u542c prompt \u7684\u8bdd\uff0c\u4f46\u56fe\u50cf\u4e5f\u66f4\u5bb9\u6613\u5d29\uff0c\u51fa\u73b0\u989c\u8272\u4e0d\u81ea\u7136\u3001\u7ed3\u6784\u626d\u66f2\u3001\u7ec6\u8282\u53d8\u574f\u7684\u95ee\u9898\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u5458\u8bf4\u660e\uff0c\u6839\u672c\u539f\u56e0\u5728\u4e8e CFG \u672c\u8d28\u4e0a\u662f\u5728\u505a\u7ebf\u6027\u8bef\u5dee\u653e\u5927\uff0c\u800c diffusion 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/04\/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\/sfen7fK47QGQvIEo.html\" target=\"_blank\">\u6e05\u534e\u6bb5\u5cb3\u573b\u56e2\u961f\u8bba\u6587\uff1a\u4ece\u8c03\u53c2\u6570\u5230\u505a\u63a7\u5236\uff0c\u6587\u751f\u56fe\u8fce\u6765\u4e00\u6b21\u65b9\u6cd5\u8bba\u5347\u7ea7\u4e28CVPR 2026<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f88\u591a\u4eba\u5728\u4f7f\u7528\u6587\u751f\u56fe\u5de5\u5177\u65f6\u90fd\u4f1a\u9047\u5230\u7c7b\u4f3c\u7684\u60c5 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