{"id":39637,"date":"2025-03-25T23:02:44","date_gmt":"2025-03-25T15:02:44","guid":{"rendered":"https:\/\/17aitech.com\/?p=39637"},"modified":"2025-03-25T23:02:44","modified_gmt":"2025-03-25T15:02:44","slug":"%e6%8c%96%e6%8e%98dit%e7%9a%84%e4%bd%8d%e7%bd%ae%e8%a7%a3%e8%80%a6%e7%89%b9%e6%80%a7%ef%bc%8cpersonalize-anything%e5%85%8d%e8%ae%ad%e7%bb%83%e5%ae%9e%e7%8e%b0%e4%b8%aa%e6%80%a7%e5%8c%96%e5%9b%be","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39637","title":{"rendered":"\u6316\u6398DiT\u7684\u4f4d\u7f6e\u89e3\u8026\u7279\u6027\uff0cPersonalize Anything\u514d\u8bad\u7ec3\u5b9e\u73b0\u4e2a\u6027\u5316\u56fe\u50cf\u751f\u6210"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-25-9\" target=\"_blank\">\u6316\u6398DiT\u7684\u4f4d\u7f6e\u89e3\u8026\u7279\u6027\uff0cPersonalize Anything\u514d\u8bad\u7ec3\u5b9e\u73b0\u4e2a\u6027\u5316\u56fe\u50cf\u751f\u6210<\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-56d8c24ca008ccc397d1fbb451cf18fc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-56d8c24ca008ccc397d1fbb451cf18fc.png\"><\/a><\/p>\n<section><strong>\u672c\u6587\u7684\u4e3b\u8981\u4f5c\u8005\u6765\u81ea\u5317\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66\u3001\u6e05\u534e\u5927\u5b66\u548c\u4e2d\u56fd\u4eba\u6c11\u5927\u5b66\u3002\u672c\u6587\u7684\u7b2c\u4e00\u4f5c\u8005\u4e3a\u6e05\u534e\u5927\u5b66\u7855\u58eb\u751f\u5c01\u7693\u7136\uff0c\u5171\u540c\u7b2c\u4e00\u4f5c\u8005\u66a8\u9879\u76ee\u8d1f\u8d23\u4eba\u4e3a\u5317\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66\u7855\u58eb\u751f\u9ec4\u6cfd\u6853\uff0c\u56e2\u961f\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u8ba1\u7b97\u673a\u89c6\u89c9\u4e0e\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u3002\u672c\u6587\u7684\u901a\u8baf\u4f5c\u8005\u4e3a\u5317\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66\u526f\u6559\u6388\u76db\u5f8b\u3002<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-97a1657b57376a6b4836be28a631a3b0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-97a1657b57376a6b4836be28a631a3b0.png\"><\/a><\/section>\n<section>\u4e2a\u6027\u5316\u56fe\u50cf\u751f\u6210\u662f\u56fe\u50cf\u751f\u6210\u9886\u57df\u7684\u4e00\u9879\u91cd\u8981\u6280\u672f\uff0c\u6b63\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u5438\u5f15\u7740\u5e7f\u6cdb\u5173\u6ce8\u3002\u5b83\u80fd\u591f\u6839\u636e\u7528\u6237\u63d0\u4f9b\u7684\u72ec\u7279\u6982\u5ff5\uff0c\u7cbe\u51c6\u5408\u6210\u5b9a\u5236\u5316\u7684\u89c6\u89c9\u5185\u5bb9\uff0c\u6ee1\u8db3\u65e5\u76ca\u589e\u957f\u7684\u4e2a\u6027\u5316\u9700\u6c42\uff0c\u5e76\u540c\u65f6\u652f\u6301\u5bf9\u751f\u6210\u7ed3\u679c\u8fdb\u884c\u7ec6\u7c92\u5ea6\u7684\u8bed\u4e49\u63a7\u5236\u4e0e\u7f16\u8f91\uff0c\u4f7f\u5176\u80fd\u591f\u7cbe\u786e\u5b9e\u73b0\u5fc3\u4e2d\u7684\u521b\u610f\u613f\u666f\u3002\u968f\u7740\u56fe\u50cf\u751f\u6210\u6a21\u578b\u7684\u6301\u7eed\u7a81\u7834\uff0c\u8fd9\u9879\u6280\u672f\u5df2\u5728\u5e7f\u544a\u8425\u9500\u3001\u89d2\u8272\u8bbe\u8ba1\u3001\u865a\u62df\u65f6\u5c1a\u7b49\u591a\u4e2a\u9886\u57df\u5c55\u73b0\u51fa\u5de8\u5927\u7684\u5e94\u7528\u6f5c\u529b\u548c\u5546\u4e1a\u4ef7\u503c\uff0c\u6b63\u5728\u6df1\u523b\u5730\u6539\u53d8\u7740\u6211\u4eec\u521b\u9020\u548c\u6d88\u8d39\u89c6\u89c9\u5185\u5bb9\u7684\u65b9\u5f0f\u3002<\/section>\n<section><\/section>\n<section>\u7136\u800c\u5f53\u4eba\u4eec\u5bf9\u4e2a\u6027\u5316\u56fe\u50cf\u751f\u6210\u7684\u671f\u671b\u4e0d\u65ad\u4e0a\u5347\u65f6\uff0c\u4f20\u7edf\u7684\u4e2a\u6027\u5316\u56fe\u50cf\u751f\u6210\u65b9\u6cd5\u9762\u4e34\u7740\u4ee5\u4e0b\u51e0\u4e2a\u6311\u6218\uff1a\u2460\u7ec6\u8282\u8fd8\u539f\u74f6\u9888\uff08\u5982\u4f55\u66f4\u7cbe\u51c6\u5730\u8fd8\u539f\u7269\u4f53\u7ec6\u8282\uff0c\u5c24\u5176\u662f\u5728\u591a\u7269\u4f53\u7684\u60c5\u51b5\u4e0b\uff09\u2461 \u4ea4\u4e92\u63a7\u5236\u96be\u9898\uff08\u5982\u4f55\u5728\u8fdb\u884c\u4e2a\u6027\u5316\u751f\u6210\u7684\u540c\u65f6\uff0c\u652f\u6301\u5bf9\u7269\u4f53\u4f4d\u7f6e\u7b49\u7a7a\u95f4\u56e0\u7d20\u7684\u7cbe\u51c6\u63a7\u5236\uff09\u2462 \u5e94\u7528\u62d3\u5c55\u53d7\u9650\uff08\u5982\u4f55\u5c06\u4e2a\u6027\u5316\u548c\u7f16\u8f91\u7edf\u4e00\u5728\u540c\u4e00\u6846\u67b6\uff0c\u4ee5\u6ee1\u8db3\u66f4\u591a\u5e94\u7528\u9700\u6c42\uff09\u3002\u8fd9\u4e9b\u6311\u6218\u4e25\u91cd\u5236\u7ea6\u7740\u4e2a\u6027\u5316\u56fe\u50cf\u751f\u6210\u6280\u672f\u7684\u8fdb\u4e00\u6b65\u7a81\u7834\uff0c\u4e9f\u9700\u6784\u5efa\u66f4\u9ad8\u6548\u7684\u751f\u6210\u6846\u67b6\u3002<\/section>\n<section><\/section>\n<section>\u56e0\u6b64\uff0c\u6e05\u534e\u5927\u5b66\u3001\u5317\u4eac\u822a\u7a7a\u822a\u5929\u5927\u5b66\u56e2\u961f\u63a8\u51fa\u4e86\u5168\u65b0\u7684\u67b6\u6784\u8bbe\u8ba1 \u2014\u2014<strong>Personalize Anything<\/strong>\uff0c\u5b83\u80fd\u591f\u5728\u65e0\u9700\u8bad\u7ec3\u7684\u60c5\u51b5\u4e0b\uff0c\u5b8c\u6210\u6982\u5ff5\u4e3b\u4f53\u7684\u9ad8\u5ea6\u7ec6\u8282\u8fd8\u539f\uff0c\u652f\u6301\u7528\u6237\u5bf9\u7269\u4f53\u8fdb\u884c\u7ec6\u7c92\u5ea6\u7684\u4f4d\u7f6e\u64cd\u63a7\uff0c\u5e76\u80fd\u591f\u6269\u5c55\u81f3\u591a\u4e2a\u5e94\u7528\u4e2d\uff0c\u4e3a\u4e2a\u6027\u5316\u56fe\u50cf\u751f\u6210\u5f15\u5165\u4e86\u4e00\u4e2a\u65b0\u8303\u5f0f\u3002<\/section>\n<section><\/section>\n<section>\u603b\u7ed3\u800c\u8a00\uff0cPersonalize Anything \u7684\u7279\u70b9\u5982\u4e0b\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section><strong>\u9ad8\u6548\u7684\u514d\u8bad\u7ec3\u6846\u67b6\uff1a<\/strong>\u65e0\u9700\u8bad\u7ec3\uff0c\u5177\u5907\u8f83\u9ad8\u7684\u8ba1\u7b97\u6548\u7387\uff0c\u4ec5\u9700\u4e00\u6b21\u53cd\u6f14\uff08inversion\uff09\u548c\u4e00\u6b21\u63a8\u7406\u8fc7\u7a0b<\/section>\n<\/li>\n<li>\n<section><strong>\u9ad8\u4fdd\u771f\u5ea6\u4e0e\u53ef\u63a7\u6027\uff1a<\/strong>\u5728\u4fdd\u6301\u9ad8\u7cbe\u5ea6\u7ec6\u8282\u7684\u540c\u65f6\u517c\u987e\u4e86\u7269\u4f53\u59ff\u6001\u7684\u591a\u6837\u6027\uff0c\u5e76\u652f\u6301\u4f4d\u7f6e\u63a7\u5236<\/section>\n<\/li>\n<li>\n<section><strong>\u9ad8\u6269\u5c55\u6027\uff1a<\/strong>\u540c\u65f6\u652f\u6301\u591a\u79cd\u4efb\u52a1\uff0c\u5305\u62ec\u591a\u7269\u4f53\u5904\u7406\u3001\u7269\u4f53\u4e0e\u573a\u666f\u7684\u6574\u5408\u3001inpainting \u548c outpainting \u7b49<\/section>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c68a206019269566d1d67eec1aefa552.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c68a206019269566d1d67eec1aefa552.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u8bba\u6587\u6807\u9898\uff1aPersonalize Anything for Free with Diffusion Transformer<\/p>\n<\/li>\n<li>\n<p>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2503.12590<\/p>\n<\/li>\n<li>\n<p>\u9879\u76ee\u4e3b\u9875\uff1ahttps:\/\/fenghora.github.io\/Personalize-Anything-Page\/<\/p>\n<\/li>\n<li>\n<p>\u4ee3\u7801\u4ed3\u5e93\uff1ahttps:\/\/github.com\/fenghora\/personalize-anything<\/p>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u6548\u679c\u5c55\u793a\uff1a\u65e0\u9700\u8bad\u7ec3\uff0c\u652f\u6301\u4e2a\u6027\u5316\u3001\u591a\u7269\u4f53\u7ec4\u5408\u3001\u7f16\u8f91<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>Personalize Anything \u80fd\u591f\u5728\u591a\u79cd\u4efb\u52a1\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u53ef\u4ee5\u5bf9\u591a\u7ec4\u7269\u4f53\u4e0e\u573a\u666f\u8fdb\u884c\u7ec4\u5408\uff0c\u5e76\u540c\u65f6\u81ea\u7531\u63a7\u5236\u4e3b\u4f53\u4f4d\u7f6e\uff0c\u8fd9\u662f\u4ee5\u5f80\u4e2a\u6027\u5316\u56fe\u50cf\u751f\u6210\u6a21\u578b\u96be\u4ee5\u505a\u5230\u7684\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-5ccb7ca0b70c026154899e2569549b12.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-5ccb7ca0b70c026154899e2569549b12.png\"><\/a><\/section>\n<section>\u4e0b\u9762\u56fe\u50cf\u4e2d\u4f9d\u6b21\u5c55\u793a\u4e86 Personalize Anything \u5728\u5e03\u5c40\u5f15\u5bfc\u751f\u6210\u3001inpainting\u3001outpainting \u4e09\u79cd\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u3002\u53ef\u4ee5\u770b\u5230\uff0cPersonalize Anything \u5728\u591a\u79cd\u4efb\u52a1\u4e0a\u90fd\u80fd\u591f\u751f\u6210\u8d34\u5408\u6587\u672c\u7684\u9ad8\u8d28\u91cf\u56fe\u50cf\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-87443a1dd9a72ad3eeb9026e6bdfc1ce.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-87443a1dd9a72ad3eeb9026e6bdfc1ce.png\"><\/a><\/section>\n<section><strong>\u6280\u672f\u7a81\u7834\uff1a\u4ece DiT \u67b6\u6784\u7684\u65b0\u53d1\u73b0\u5230\u4e2a\u6027\u5316\u4efb\u610f\u5185\u5bb9<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u4e2a\u6027\u5316\u56fe\u50cf\u751f\u6210\u7684\u4f20\u7edf\u65b9\u6cd5\u901a\u5e38\u9700\u8981\u5bf9\u5b9a\u5236\u6982\u5ff5\u8fdb\u884c\u5fae\u8c03\uff0c\u6216\u8005\u5728\u5927\u89c4\u6a21\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u9884\u8bad\u7ec3\uff0c\u8fd9\u4e0d\u4ec5\u6d88\u8017\u5927\u91cf\u8ba1\u7b97\u8d44\u6e90\uff0c\u8fd8\u5f71\u54cd\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3002\u6700\u8fd1\uff0c\u65e0\u9700\u8bad\u7ec3\u7684\u65b9\u6cd5\u5c1d\u8bd5\u901a\u8fc7\u6ce8\u610f\u529b\u5171\u4eab\u673a\u5236\u6765\u907f\u514d\u8fd9\u4e9b\u95ee\u9898\uff0c\u4f46\u8fd9\u4e9b\u65b9\u6cd5\u96be\u4ee5\u4fdd\u6301\u6982\u5ff5\u7684\u4e00\u81f4\u6027\u3002\u6b64\u5916\uff0c\u7531\u4e8e\u8fd9\u4e9b\u65b9\u6cd5\u4e3b\u8981\u9488\u5bf9\u4f20\u7edf\u7684 UNet \u67b6\u6784\u8bbe\u8ba1\uff0c\u65e0\u6cd5\u5e94\u7528\u4e8e\u6700\u65b0\u7684 DiT \u67b6\u6784\u6a21\u578b\uff0c\u5bfc\u81f4\u5b83\u4eec\u65e0\u6cd5\u5e94\u7528\u5728\u66f4\u5927\u89c4\u6a21\u548c\u66f4\u597d\u6548\u679c\u7684\u56fe\u50cf\u751f\u6210\u6a21\u578b\u4e0a\u3002<\/section>\n<section><\/section>\n<section><strong>\u6ce8\u610f\u529b\u5171\u4eab\u673a\u5236\u4e0d\u9002\u7528\u4e8e DiT \u67b6\u6784<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u5728\u4e86\u89e3 Personalize Anything \u6280\u672f\u7ec6\u8282\u524d\uff0c\u5148\u6765\u770b\u770b\u4e3a\u4ec0\u4e48\u4f20\u7edf\u65e0\u9700\u8bad\u7ec3\u7684\u65b9\u6cd5\u4e0d\u80fd\u591f\u5e94\u7528\u5728 DiT \u67b6\u6784\u7684\u56fe\u50cf\u751f\u6210\u6a21\u578b\u4e0a\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-36ce1d43377a2e3804fe53e749f8b707.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-36ce1d43377a2e3804fe53e749f8b707.png\"><\/a><\/section>\n<section>\u5982\u4e0a\u6587\u6240\u8ff0\uff0c\u4f20\u7edf\u65e0\u9700\u8bad\u7ec3\u7684\u65b9\u6cd5\u591a\u901a\u8fc7\u6ce8\u610f\u529b\u5171\u4eab\u673a\u5236\uff0c\u4e5f\u5c31\u662f\u5728\u8fd0\u7b97\u81ea\u6ce8\u610f\u529b\u65f6\uff0c\u5c06\u6982\u5ff5\u56fe\u50cf\u7279\u5f81\u76f4\u63a5\u4e0e\u751f\u6210\u56fe\u50cf\u7279\u5f81\u8fdb\u884c\u62fc\u63a5\uff0c\u4f46\u662f\u7ecf\u7531\u56e2\u961f\u5b9e\u9a8c\u53d1\u73b0\uff0c\u5bf9\u4e8e DiT \u67b6\u6784\u800c\u8a00\uff0c\u7531\u4e8e\u4f4d\u7f6e\u7f16\u7801\u7684\u5f71\u54cd\uff0c\u5f53\u53bb\u566a\u56fe\u50cf\u548c\u53c2\u8003\u56fe\u50cf\u5171\u7528\u540c\u4e00\u5957\u4f4d\u7f6e\u7f16\u7801\u65f6\uff0c\u4f1a\u5bfc\u81f4\u8fc7\u5ea6\u5173\u6ce8\uff0c\u4ece\u800c\u5728\u751f\u6210\u7684\u56fe\u50cf\u4e2d\u4ea7\u751f\u91cd\u5f71\uff08\u56fe a\uff09\uff1b\u5f53\u8c03\u6574\u53c2\u8003\u56fe\u50cf\u7684\u4f4d\u7f6e\u7f16\u7801\u907f\u514d\u51b2\u7a81\u65f6\uff0c\u751f\u6210\u56fe\u50cf\u7684\u6ce8\u610f\u529b\u51e0\u4e4e\u4e0d\u51fa\u73b0\u5728\u53c2\u8003\u56fe\u50cf\u4e2d\uff0c\u5bfc\u81f4\u4e3b\u4f53\u4e00\u81f4\u6027\u8f83\u5f31\uff08\u5982\u56fe b \u548c\u56fe c\uff09\uff0c\u8fd9\u9650\u5236\u4e86\u4f20\u7edf\u65b9\u6cd5\u5728 DiT \u67b6\u6784\u4e0a\u7684\u5e94\u7528\u3002<\/section>\n<section><\/section>\n<section>\u901a\u8fc7\u4e0a\u8ff0\u5b9e\u9a8c\u53d1\u73b0\uff0cDiT \u4e2d\u663e\u5f0f\u7f16\u7801\u7684\u4f4d\u7f6e\u4fe1\u606f\u5bf9\u5176\u6ce8\u610f\u529b\u673a\u5236\u5177\u6709\u5f3a\u70c8\u5f71\u54cd \u2014\u2014 \u8fd9\u4e0e U-Net \u9690\u5f0f\u5904\u7406\u4f4d\u7f6e\u7684\u65b9\u5f0f\u5b58\u5728\u6839\u672c\u5dee\u5f02\u3002\u8fd9\u4f7f\u5f97\u751f\u6210\u7684\u56fe\u50cf\u96be\u4ee5\u5728\u4f20\u7edf\u7684\u6ce8\u610f\u529b\u5171\u4eab\u4e2d\u6b63\u786e\u5730\u5173\u6ce8\u53c2\u8003\u5bf9\u8c61\u7684\u6807\u8bb0\u3002<\/section>\n<section><\/section>\n<section><strong>DiT \u67b6\u6784\u7684\u65b0\u542f\u53d1\uff1a\u6807\u8bb0\u66ff\u6362\u5f15\u53d1\u4e3b\u4f53\u91cd\u5efa<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f752a6c7d56134c58dcaec8fa274677e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-f752a6c7d56134c58dcaec8fa274677e.png\"><\/a><\/p>\n<section>\u57fa\u4e8e\u5bf9 DiT \u67b6\u6784\u663e\u5f0f\u4f4d\u7f6e\u7f16\u7801\u7684\u8ba4\u8bc6\uff0c\u56e2\u961f\u7ee7\u7eed\u5bf9 DiT \u7684\u7279\u5f81\u8868\u793a\u8fdb\u884c\u4e86\u63a2\u7d22\u3002\u56e2\u961f\u53d1\u73b0\uff0c\u5c06\u53c2\u8003\u56fe\u50cf\u672a\u5e26\u4f4d\u7f6e\u7f16\u7801\u7684\u6807\u8bb0\u66ff\u6362\u8fdb\u53bb\u566a\u56fe\u50cf\u7684\u6307\u5b9a\u4f4d\u7f6e\uff0c\u80fd\u591f\u91cd\u5efa\u51fa\u826f\u597d\u7684\u4e3b\u4f53\u56fe\u50cf\u3002\u800c\u4f20\u7edf Unet \u67b6\u6784\u6240\u5177\u6709\u7684\u5377\u79ef\u64cd\u4f5c\u4f1a\u5bfc\u81f4\u4f4d\u7f6e\u7f16\u7801\u4e0e\u56fe\u50cf\u7279\u5f81\u6df7\u6742\u5728\u4e00\u8d77\uff0c\u5bfc\u81f4\u5728\u8fdb\u884c\u7279\u5f81\u66ff\u6362\u65f6\u5f71\u54cd\u6700\u540e\u7684\u56fe\u50cf\u8d28\u91cf\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u4e00\u53d1\u73b0\u4f7f\u56e2\u961f\u610f\u8bc6\u5230\uff0c\u7b80\u5355\u4f46\u6709\u6548\u7684\u7279\u5f81\u66ff\u6362\uff0c\u5bf9\u4e8e DiT \u67b6\u6784\u800c\u8a00\u662f\u4e00\u4e2a\u53ef\u884c\u7684\u4e2a\u6027\u5316\u56fe\u50cf\u751f\u6210\u65b9\u6cd5\u3002<\/section>\n<section><\/section>\n<section><strong>\u5b9a\u5236\u4efb\u610f\u5185\u5bb9\uff1a\u65f6\u95f4\u6b65\u9002\u5e94\u66ff\u6362\u7b56\u7565\u4e0e\u7279\u5f81\u6270\u52a8<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d7ba8b54ce654fa85ad943ecc031235f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d7ba8b54ce654fa85ad943ecc031235f.png\"><\/a><\/section>\n<section>\u57fa\u4e8e\u4e0a\u8ff0\u53d1\u73b0\uff0c\u56e2\u961f\u5c06\u7279\u5f81\u66ff\u6362\u5f15\u5165\u4e2a\u6027\u5316\u56fe\u50cf\u751f\u6210\u65b9\u6cd5\u4e2d\uff0c\u5e76\u521b\u65b0\u5730\u63d0\u51fa\u4e86<strong>\u65f6\u95f4\u6b65\u9002\u5e94\u6807\u8bb0\u66ff\u6362\u673a\u5236<\/strong> (Timestep-adaptive Token Replacement) \u3002<\/section>\n<section><\/section>\n<section>\u5728\u6574\u4e2a\u6d41\u7a0b\u4e2d\uff0c\u9996\u5148\u5bf9\u53c2\u8003\u56fe\u50cf\u8fdb\u884c\u53cd\u6f14\uff0c\u5e76\u901a\u8fc7 mask \u83b7\u53d6\u53c2\u8003\u56fe\u50cf\u672a\u5e26\u4f4d\u7f6e\u7f16\u7801\u7684\u6807\u8bb0\u3002\u5728\u53bb\u566a\u8fc7\u7a0b\u7684\u65e9\u671f\u9636\u6bb5\uff0c\u4e3a\u4e86\u4fdd\u7559\u7269\u4f53\u7279\u5f81\u7ec6\u8282\uff0c\u5c06\u53c2\u8003\u56fe\u50cf\u4e3b\u4f53\u7684\u6807\u8bb0\u76f4\u63a5\u66ff\u6362\u8fdb\u751f\u6210\u56fe\u50cf\u4e2d\u3002\u800c\u5728\u540e\u671f\uff0c\u5219\u8f6c\u4e3a\u4f20\u7edf\u7684\u6ce8\u610f\u529b\u5171\u4eab\u673a\u5236\u3002\u8fd9\u79cd\u65f6\u95f4\u9002\u5e94\u7279\u5f81\u66ff\u6362\u673a\u5236\u80fd\u591f\u589e\u56fe\u50cf\u751f\u6210\u540e\u6982\u5ff5\u4e3b\u4f53\u7684\u591a\u6837\u6027\uff0c\u540c\u65f6\u51cf\u5c11\u751f\u6210\u56fe\u50cf\u7684\u5272\u88c2\u611f\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u8fdb\u4e00\u6b65\u4fdd\u8bc1\u6982\u5ff5\u4e3b\u4f53\u59ff\u6001\u7684\u591a\u6837\u6027\uff0c\u56e2\u961f\u53c8\u989d\u5916\u63d0\u51fa\u4e86\u7279\u5f81\u6270\u52a8\uff0c\u65e8\u5728\u901a\u8fc7\u5bf9\u6982\u5ff5\u56fe\u50cf\u7279\u5f81\u8fdb\u884c\u91cd\u6392\uff0c\u6216\u8005\u8c03\u6574 mask\uff0c\u6765\u63a7\u5236\u7279\u5f81\u66ff\u6362\u65f6\u7684\u6982\u5ff5\u56fe\u50cf\u7279\u5f81\u4ee3\u8868\u7684\u7269\u4f53\u59ff\u6001\u7b49\uff0c\u4ece\u800c\u4e3a\u751f\u6210\u7684\u56fe\u50cf\u5f15\u5165\u591a\u6837\u6027\u3002<\/section>\n<section><\/section>\n<section><strong>\u66f4\u591a\u5e94\u7528\uff1a\u65e0\u7f1d\u6269\u5c55\u81f3\u5e03\u5c40\u5f15\u5bfc\u3001\u591a\u7269\u4f53\u7ec4\u5408\u3001\u7f16\u8f91\u7b49<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-24c48f811011ed7a01bf085109497d6b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-24c48f811011ed7a01bf085109497d6b.png\"><\/a><\/section>\n<section>Personalize Anything \u9664\u4e86\u5728\u6838\u5fc3\u4efb\u52a1\u4e0a\u8868\u73b0\u51fa\u8272\uff0c\u8fd8\u5177\u6709\u5f3a\u5927\u7684\u6269\u5c55\u80fd\u529b\uff0c\u53ef\u4ee5\u5e94\u7528\u4e8e\u66f4\u590d\u6742\u7684\u5b9e\u9645\u573a\u666f\u3002\u9996\u5148\uff0c\u53ef\u4ee5\u901a\u8fc7\u81ea\u7531\u9009\u62e9\u7279\u5f81\u6ce8\u5165\u7684\u4f4d\u7f6e\uff0c\u6765\u5b9e\u73b0\u4f4d\u7f6e\u5f15\u5bfc\u7684\u751f\u6210\uff1b\u5176\u6b21\uff0c\u6846\u67b6\u652f\u6301\u5bf9\u591a\u7269\u4f53\u8fdb\u884c\u81ea\u7531\u7ec4\u5408\uff0c\u91c7\u53d6\u987a\u5e8f\u6ce8\u5165\u7684\u65b9\u5f0f\uff0c\u652f\u6301\u7269\u4f53\u95f4\u5c42\u7ea7\u5173\u7cfb\u7684\u63a7\u5236\uff1b\u5e76\u4e14 Personalize Anything \u652f\u6301\u7528\u6237\u5c06\u5c06\u56fe\u50cf\u89c6\u4e3a\u6574\u4f53\uff0c\u5141\u8bb8\u7528\u6237\u4fdd\u7559\u90e8\u5206\u56fe\u50cf\u5185\u5bb9\uff0c\u540c\u65f6\u5bf9\u53e6\u4e00\u90e8\u5206\u8fdb\u884c\u53ef\u63a7\u7f16\u8f91\u3002\u8fd9\u79cd\u7075\u6d3b\u7684\u53ef\u6269\u5c55\u6027\u4e3a\u672a\u6765\u7684\u7814\u7a76\u548c\u5e94\u7528\u5f00\u8f9f\u4e86\u66f4\u4e3a\u5e7f\u9614\u7684\u524d\u666f\u3002<\/section>\n<section><\/section>\n<section><strong>\u5353\u8d8a\u6027\u80fd\uff1a\u5728\u4fdd\u771f\u5ea6\u548c\u591a\u529f\u80fd\u6027\u7b49\u591a\u4e2a\u7ef4\u5ea6\u4e0a\u8868\u73b0\u7a81\u51fa<\/strong><\/section>\n<section><\/section>\n<section>\u56e2\u961f\u4ece\u5355\u7269\u4f53\u5b9a\u5236\uff0c\u591a\u7269\u4f53\u7ec4\u5408\uff0c\u7269\u4f53 &#8211; \u573a\u666f\u7ec4\u5408\u8fd9\u4e09\u4e2a\u4efb\u52a1\u5165\u624b\uff0c\u4e0e\u4f17\u591a\u4f18\u79c0\u7684\u5f00\u6e90\u6a21\u578b\u8fdb\u884c\u5b9a\u6027\u5b9a\u91cf\u7684\u5bf9\u6bd4\u3002\u53ef\u4ee5\u770b\u5230 Personalize Anything \u7684\u7ed3\u679c\u57fa\u672c\u90fd\u4f18\u4e8e\u73b0\u6709\u65b9\u6cd5\uff0c\u5e76\u5728\u540e\u7eed\u7684\u4eba\u7c7b\u504f\u597d\u6d4b\u8bd5\u4e2d\u53d6\u5f97\u4e86\u663e\u8457\u4f18\u52bf\u3002<\/section>\n<section><\/section>\n<section><strong>\u5355\u7269\u4f53\u4e2a\u6027\u5316\u751f\u6210<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-5fcd97bb87e7263fa665eb07c6935d82.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-5fcd97bb87e7263fa665eb07c6935d82.png\"><\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-206204e13ceb288337fa45429bb3f33b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-206204e13ceb288337fa45429bb3f33b.png\"><\/a><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c47bb74dedb9210dd4ba62cbc0d097c5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-c47bb74dedb9210dd4ba62cbc0d097c5.png\"><\/a><\/p>\n<section><strong>\u591a\u7269\u4f53\u7ec4\u5408\u751f\u6210<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2b8d438dd786c5ed0fb3b919a9229633.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-2b8d438dd786c5ed0fb3b919a9229633.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-7072b9a5de3e7c2c260af75073bdc82e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-7072b9a5de3e7c2c260af75073bdc82e.png\"><\/a><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-61084e3ad5b8e12f79690358f8af7aa7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-61084e3ad5b8e12f79690358f8af7aa7.png\"><\/a><\/p>\n<section><strong>\u7269\u4f53 &#8211; \u573a\u666f\u7ec4\u5408<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-fb8004a16e780657ce95d477b26aed6d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-fb8004a16e780657ce95d477b26aed6d.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-656dee13952bbd57a2687d5a8dad0f2d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-656dee13952bbd57a2687d5a8dad0f2d.png\"><\/a><\/section>\n<section><strong>\u672a\u6765\u5c55\u671b<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>Personalize Anything \u7814\u7a76\u56e2\u961f\u63ed\u793a\u4e86 DiT \u4e2d\u4f4d\u7f6e\u89e3\u8026\u8868\u793a\u7684\u6027\u8d28\uff0c\u4e3a\u514d\u8bad\u7ec3\u7684\u56fe\u50cf\u7a7a\u95f4\u64cd\u7eb5\u3001\u4e2a\u6027\u5316\u751f\u6210\u5960\u5b9a\u57fa\u7840\u3002\u56e2\u961f\u671f\u5f85 DiT \u7684\u51e0\u4f55\u7f16\u7a0b\u539f\u7406\u80fd\u591f\u8fdb\u4e00\u6b65\u62d3\u5c55\u5230\u89c6\u9891\u30013D 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