{"id":34285,"date":"2024-12-03T19:56:24","date_gmt":"2024-12-03T11:56:24","guid":{"rendered":"https:\/\/17aitech.com\/?p=34285"},"modified":"2024-12-03T19:56:24","modified_gmt":"2024-12-03T11:56:24","slug":"300%e5%a4%9a%e7%af%87%e7%9b%b8%e5%85%b3%e7%a0%94%e7%a9%b6%ef%bc%8c%e5%a4%8d%e6%97%a6%e3%80%81%e5%8d%97%e6%b4%8b%e7%90%86%e5%b7%a5%e6%9c%80%e6%96%b0%e5%a4%9a%e6%a8%a1%e6%80%81%e5%9b%be%e5%83%8f","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=34285","title":{"rendered":"300\u591a\u7bc7\u76f8\u5173\u7814\u7a76\uff0c\u590d\u65e6\u3001\u5357\u6d0b\u7406\u5de5\u6700\u65b0\u591a\u6a21\u6001\u56fe\u50cf\u7f16\u8f91\u7efc\u8ff0\u8bba\u6587"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-06-28-14\" target=\"_blank\">300\u591a\u7bc7\u76f8\u5173\u7814\u7a76\uff0c\u590d\u65e6\u3001\u5357\u6d0b\u7406\u5de5\u6700\u65b0\u591a\u6a21\u6001\u56fe\u50cf\u7f16\u8f91\u7efc\u8ff0\u8bba\u6587<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-e48312bf731ba80b27f66397ce9d4990.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-e48312bf731ba80b27f66397ce9d4990.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>AIxiv\u4e13\u680f\u662f<mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c<mark data-type=\"institutions\" data-id=\"9e96434f-5827-41e3-9b3c-36d39bc0d446\">\u673a\u5668\u4e4b\u5fc3<\/mark>AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/section>\n<\/section>\n<\/blockquote>\n<p><strong>\u8be5\u6587\u7ae0\u7684\u7b2c\u4e00\u4f5c\u8005\u5e05\u6b23\u6210\uff0c\u76ee\u524d\u5728<mark data-type=\"institutions\" data-id=\"9eafd97f-5be8-4cf5-885d-e44b0047c26f\">\u590d\u65e6\u5927\u5b66<\/mark>FVL\u5b9e\u9a8c\u5ba4\u653b\u8bfb\u535a\u58eb\u5b66\u4f4d\uff0c\u672c\u79d1\u6bd5\u4e1a\u4e8e\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u3002\u4ed6\u7684\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u5305\u62ec\u56fe\u50cf\u548c\u89c6\u9891\u7f16\u8f91\u4ee5\u53ca<mark data-type=\"tech_methods\" data-id=\"4468592f-93e9-4575-be91-fd64c0c6afe0\">\u591a\u6a21\u6001\u5b66\u4e60<\/mark>\u3002<\/strong><\/p>\n<section><strong>\u524d\u8a00<\/strong><\/section>\n<section><\/section>\n<section>\u672c\u6587\u63d0\u51fa\u4e86\u89e3\u51b3\u4e00\u822c\u6027\u7f16\u8f91\u4efb\u52a1\u7684\u7edf\u4e00\u6846\u67b6\uff01\u8fd1\u671f\uff0c<mark data-type=\"institutions\" data-id=\"9eafd97f-5be8-4cf5-885d-e44b0047c26f\">\u590d\u65e6\u5927\u5b66<\/mark> FVL \u5b9e\u9a8c\u5ba4\u548c\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u7684\u7814\u7a76\u4eba\u5458\u5bf9\u4e8e\u591a\u6a21\u6001\u5f15\u5bfc\u7684\u57fa\u4e8e\u6587\u751f\u56fe\u5927\u6a21\u578b\u7684\u56fe\u50cf\u7f16\u8f91\u7b97\u6cd5\u8fdb\u884c\u4e86\u603b\u7ed3\u548c\u56de\u987e\u3002\u7efc\u8ff0\u6db5\u76d6 300 \u591a\u7bc7\u76f8\u5173\u7814\u7a76\uff0c\u8c03\u7814\u7684\u6700\u65b0\u6a21\u578b\u622a\u6b62\u81f3\u4eca\u5e74 6 \u6708\uff01\u8be5\u7efc\u8ff0\u62d3\u5c55\u4e86\u5173\u4e8e\u63a7\u5236\u6761\u4ef6\uff08\u81ea\u7136\u8bed\u8a00\uff0c\u56fe\u50cf\uff0c\u7528\u6237\u63a5\u53e3\uff09\u548c\u7f16\u8f91\u4efb\u52a1\u7684\u8ba8\u8bba \uff08\u7269\u4f53 \/ \u5c5e\u6027\u64cd\u4f5c\u3001\u7a7a\u95f4\u53d8\u6362\u3001inpainting\u3001\u98ce\u683c\u8f6c\u6362\u3001\u56fe\u50cf\u7ffb\u8bd1\uff0c\u4e3b\u4f53 \/ 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data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u751f\u6210\u5185\u5bb9\uff08AIGC\uff09\u9886\u57df\u4e2d\u4e00\u4e2a\u6709\u524d\u666f\u4e14\u5177\u6709\u6311\u6218\u6027\u7684\u9886\u57df\uff0c\u56fe\u50cf\u7f16\u8f91\u5f97\u5230\u4e86\u5e7f\u6cdb\u7814\u7a76\u3002\u8fd1\u671f\uff0c\u5927\u89c4\u6a21\u6587\u751f\u56fe\uff08T2I\uff09\u6269\u6563\u6a21\u578b\u9a71\u52a8\u4e86\u56fe\u50cf\u7f16\u8f91\u6280\u672f\u7684\u53d1\u5c55\u3002\u8fd9\u4e9b\u6a21\u578b\u6839\u636e\u6587\u672c\u63d0\u793a\u751f\u6210\u56fe\u50cf\uff0c\u5c55\u793a\u4e86\u60ca\u4eba\u7684\u751f\u6210\u80fd\u529b\uff0c\u5df2\u6210\u4e3a\u56fe\u50cf\u7f16\u8f91\u7684\u5e38\u7528\u5de5\u5177\u3002\u57fa\u4e8e T2I \u7684\u56fe\u50cf\u7f16\u8f91\u65b9\u6cd5\u663e\u8457\u63d0\u5347\u4e86\u7f16\u8f91\u6027\u80fd\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u4f7f\u7528\u591a\u6a21\u6001\u6761\u4ef6\u5f15\u5bfc\u8fdb\u884c\u5185\u5bb9\u4fee\u6539\u7684\u63a5\u53e3\u3002\u6211\u4eec\u5bf9\u57fa\u4e8e T2I 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data-type=\"concepts\" data-id=\"8ec6a68f-ad96-4b85-ab72-6f8931886922\">\u6620\u5c04<\/mark>\u5230\u76ee\u6807\u56fe\u50cf\uff0c\u6211\u4eec\u5bf9\u8fd9\u4e9b\u65b9\u6cd5\u8fdb\u884c\u4e86\u5355\u72ec\u8ba8\u8bba\uff0c\u5e76\u4ecb\u7ecd\u4e86\u4e0d\u540c\u573a\u666f\u4e0b\u6e90\u56fe\u50cf\u7684\u6ce8\u5165\u65b9\u6848\u3002\u6b64\u5916\uff0c\u6211\u4eec\u4e5f\u56de\u987e\u4e86 2D \u6280\u672f\u5728\u89c6\u9891\u7f16\u8f91\u4e2d\u7684\u5e94\u7528\uff0c\u91cd\u70b9\u4ecb\u7ecd\u4e86\u89e3\u51b3\u5e27\u95f4\u4e0d\u4e00\u81f4\u6027\u7684\u95ee\u9898\u3002\u6700\u540e\uff0c\u6211\u4eec\u4e5f\u8ba8\u8bba\u4e86\u8be5\u9886\u57df\u7684\u5f00\u653e\u6027\u6311\u6218\uff0c\u5e76\u63d0\u51fa\u4e86\u6f5c\u5728\u7684\u672a\u6765\u7814\u7a76\u65b9\u5411\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-2fce37ddba80352d675e29711cd98543.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-2fce37ddba80352d675e29711cd98543.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u9898\u76ee\uff1aA Survey of Multimodal-Guided Image Editing with Text-to-Image Diffusion Models<\/section>\n<\/li>\n<li>\n<section>\u53d1\u8868\u5355\u4f4d\uff1a<mark data-type=\"institutions\" data-id=\"9eafd97f-5be8-4cf5-885d-e44b0047c26f\">\u590d\u65e6\u5927\u5b66<\/mark> FVL \u5b9e\u9a8c\u5ba4\uff0c\u5357\u6d0b\u7406\u5de5\u5927\u5b66<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2406.14555<\/section>\n<\/li>\n<li>\n<section>\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/github.com\/xinchengshuai\/Awesome-Image-Editing<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>1\uff0e\u7814\u7a76\u52a8\u673a<\/strong><\/section>\n<section><\/section>\n<section>1.1\uff0c\u5728\u73b0\u5b9e\u751f\u6d3b\u4e2d\uff0c\u4eba\u4eec\u5bf9\u4e8e\u53ef\u63a7\u7684\u3001\u9ad8\u8d28\u91cf\u7684\u667a\u80fd\u5316\u56fe\u50cf\u7f16\u8f91\u5de5\u5177\u7684\u9700\u6c42\u65e5\u76ca\u589e\u52a0\uff0c\u56e0\u6b64\u6709\u5fc5\u8981\u7cfb\u7edf\u5730\u603b\u7ed3\u4e0e\u5bf9\u6bd4\u8fd9\u4e2a\u65b9\u5411\u7684\u65b9\u6cd5\u4e0e\u6280\u672f\u7279\u70b9\u3002<\/section>\n<section>1.2\uff0c\u5f53\u524d\u7684\u7f16\u8f91\u7b97\u6cd5\u4e0e\u76f8\u5173\u7684\u7efc\u8ff0\u90fd\u5c06\u7f16\u8f91\u573a\u666f\u5c40\u9650\u4e8e\u4fdd\u7559\u56fe\u50cf\u4e2d\u7684\u5927\u90e8\u5206\u4e0e\u7f16\u8f91\u65e0\u5173\u7684\u4f4e\u7ea7\u8bed\u4e49\u4fe1\u606f\uff0c\u4e3a\u6b64\u9700\u8981\u6269\u5c55\u7f16\u8f91\u4efb\u52a1\u7684\u8303\u56f4\uff0c\u4ece\u66f4\u5177\u6709\u4e00\u822c\u6027\u7684\u89c6\u89d2\u8ba8\u8bba\u7f16\u8f91\u4efb\u52a1\u3002<\/section>\n<section>1.3\uff0c\u7531\u4e8e\u9700\u6c42\u548c\u573a\u666f\u5177\u6709\u591a\u6837\u6027\uff0c\u6709\u5fc5\u8981\u5c06\u7f16\u8f91\u8fc7\u7a0b\u5f62\u5f0f\u5316\u4e3a\u4e00\u4e2a\u7edf\u4e00\u6846\u67b6\uff0c\u5e76\u4e3a\u7528\u6237\u63d0\u4f9b\u4e00\u4e2a\u8bbe\u8ba1\u7a7a\u95f4\u6765\u9002\u5e94\u4e0d\u540c\u7684\u7f16\u8f91\u76ee\u6807\u3002<\/section>\n<section><\/section>\n<section><strong>2\uff0e\u7efc\u8ff0\u4eae\u70b9\uff0c\u4e0e\u5f53\u524d\u7f16\u8f91\u7efc\u8ff0\u6709\u4f55\u533a\u522b\uff1f<\/strong><\/section>\n<section><\/section>\n<section>2.1 \u5173\u4e8e\u7f16\u8f91\u4efb\u52a1\u7684\u5b9a\u4e49\u4e0e\u8ba8\u8bba\u8303\u56f4\u3002\u76f8\u6bd4\u4e8e\u73b0\u6709\u7684\u7b97\u6cd5\u4ee5\u53ca\u6b64\u524d\u7684\u7f16\u8f91\u7efc\u8ff0\uff0c\u672c\u6587\u5bf9\u4e8e\u56fe\u50cf\u7f16\u8f91\u4efb\u52a1\u7684\u5b9a\u4e49\u66f4\u52a0\u5e7f\u6cdb\u3002\u5177\u4f53\u7684\uff0c\u672c\u6587\u5c06\u7f16\u8f91\u4efb\u52a1\u5206\u4e3a content-aware \u548c content-free \u573a\u666f\u7ec4\u3002\u5176\u4e2d content-aware \u7ec4\u5185\u7684\u573a\u666f\u4e3a\u4e4b\u524d\u7684\u6587\u732e\u6240\u8ba8\u8bba\u7684\u4e3b\u8981\u4efb\u52a1\uff0c\u5b83\u4eec\u7684\u5171\u6027\u662f\u4fdd\u7559\u56fe\u50cf\u4e2d\u7684\u4e00\u4e9b\u4f4e\u7ea7\u8bed\u4e49\u7279\u5f81\uff0c\u5982\u7f16\u8f91\u65e0\u5173\u533a\u57df\u7684\u50cf\u7d20\u5185\u5bb9\uff0c\u6216\u56fe\u50cf\u7ed3\u6784\u3002\u6b64\u5916\uff0c\u6211\u4eec\u5f00\u521b\u6027\u5730\u5c06\u5b9a\u5236\u5316\u4efb\u52a1\uff08customization\uff09\u7eb3\u5165\u5230 content-free \u573a\u666f\u7ec4\u4e2d\uff0c\u5c06\u8fd9\u4e00\u7c7b\u4fdd\u7559\u9ad8\u7ea7\u8bed\u4e49\uff08\u5982\u4e3b\u4f53\u8eab\u4efd\u4fe1\u606f\uff0c\u6216\u8005\u5176\u4ed6\u7ec6\u7c92\u5ea6\u5c5e\u6027\uff09\u7684\u4efb\u52a1\u4f5c\u4e3a\u5bf9\u5e38\u89c4\u7684\u7f16\u8f91\u573a\u666f\u7684\u8865\u5145\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-abc1fd2446fd680f07ef4a555aaeeeca.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-abc1fd2446fd680f07ef4a555aaeeeca.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 1. Survey \u8ba8\u8bba\u7684\u5404\u79cd\u7f16\u8f91\u573a\u666f<\/sup><\/em><\/section>\n<section><\/section>\n<section>2.2 \u4e00\u822c\u6027\u7f16\u8f91\u7b97\u6cd5\u7684\u7edf\u4e00\u6846\u67b6\u3002\u7531\u4e8e\u7f16\u8f91\u573a\u666f\u7684\u591a\u6837\u6027\uff0c\u73b0\u6709\u7684\u7b97\u6cd5\u65e0\u6cd5\u5f88\u597d\u7684\u89e3\u51b3\u6240\u6709\u7684\u9700\u6c42\u3002\u56e0\u6b64\u6211\u4eec\u5c06\u73b0\u6709\u7684\u7f16\u8f91\u8fc7\u7a0b\u5f62\u5f0f\u5316\u4e3a\u4e00\u4e2a\u7edf\u4e00\u7684\u6846\u67b6\uff0c\u5c06\u5176\u8868\u793a\u4e3a\u4e24\u4e2a\u7b97\u6cd5\u65cf\u7684\u7ec4\u5408\u3002\u6b64\u5916\u6211\u4eec\u4e5f\u901a\u8fc7\u5b9a\u6027\u548c\u5b9a\u91cf\u5b9e\u9a8c\u5206\u6790\u4e86\u4e0d\u540c\u7ec4\u5408\u7684\u7279\u6027\u4e0e\u9002\u5e94\u573a\u666f\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u4e00\u4e2a\u826f\u597d\u7684\u8bbe\u8ba1\u7a7a\u95f4\u4ee5\u9002\u5e94\u4e0d\u540c\u7684\u7f16\u8f91\u76ee\u6807\u3002\u540c\u65f6\uff0c\u8be5\u6846\u67b6\u4e5f\u4e3a\u7814\u7a76\u8005\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u8f83\u597d\u7684\u53c2\u8003\uff0c\u4ee5\u8bbe\u8ba1\u51fa\u6027\u80fd\u66f4\u4f18\u7684\u7b97\u6cd5\u3002<\/section>\n<section><\/section>\n<section>2.3 \u8ba8\u8bba\u7684\u5168\u9762\u6027\u3002\u6211\u4eec\u8c03\u7814\u4e86 300 \u591a\u7bc7\u7684\u76f8\u5173\u8bba\u6587\uff0c\u7cfb\u7edf\u4e14\u5168\u9762\u5730\u9610\u8ff0\u4e86\u5404\u79cd\u6a21\u6001\u7684\u63a7\u5236\u4fe1\u53f7\u5728\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u5e94\u7528\u3002\u5bf9\u4e8e\u57fa\u4e8e\u8bad\u7ec3\u7684\u7f16\u8f91\u65b9\u6cd5\uff0c\u672c\u6587\u4e5f\u63d0\u4f9b\u4e86\u5728\u5404\u79cd\u573a\u666f\u4e0b\u5c06\u6e90\u56fe\u50cf\u6ce8\u5165\u5230 T2I \u6a21\u578b\u7684\u7b56\u7565\u3002\u6b64\u5916\uff0c\u6211\u4eec\u4e5f\u63a2\u8ba8\u4e86\u56fe\u50cf\u7f16\u8f91\u6280\u672f\u5728\u89c6\u9891\u9886\u57df\u7684\u5e94\u7528\uff0c\u4f7f\u5f97\u8bfb\u8005\u80fd\u591f\u5feb\u901f\u7684\u7406\u89e3\u4e0d\u540c\u9886\u57df\u95f4\u7f16\u8f91\u7b97\u6cd5\u7684\u8054\u7cfb\u3002<\/section>\n<section><\/section>\n<section><strong>3\uff0e\u4e00\u822c\u6027\u7f16\u8f91\u7b97\u6cd5\u7684\u7edf\u4e00\u6846\u67b6<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-30aeea340c4ea458c09658c62aa0fbf4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-30aeea340c4ea458c09658c62aa0fbf4.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 2. \u4e00\u822c\u6027\u7f16\u8f91\u7b97\u6cd5\u7684\u7edf\u4e00\u6846\u67b6<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u6846\u67b6\u5305\u542b\u4e86\u4e24\u4e2a\u7b97\u6cd5\u65cf Inversion \u7b97\u6cd5<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-bd85111a9aad6ca8ffe14bb0dd7685a7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-bd85111a9aad6ca8ffe14bb0dd7685a7.png\"><\/a>\u548c Editing \u7b97\u6cd5<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-7ccf77b31b1734def9d8c6e9eff23aab.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-7ccf77b31b1734def9d8c6e9eff23aab.png\"><\/a>\u3002<\/section>\n<section><\/section>\n<section>3.1 Inversion \u7b97\u6cd5\u3002Inversion \u7b97\u6cd5<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-749f5af9df042ff7cb1efdbf174be0ad.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-749f5af9df042ff7cb1efdbf174be0ad.png\"><\/a>\u5c06\u6e90\u56fe\u50cf\u96c6\u5408<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-75cd79a0f0ee380b4fd4e24af89d409c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-75cd79a0f0ee380b4fd4e24af89d409c.png\"><\/a>\u7f16\u7801\u5230\u7279\u5b9a\u7684\u7279\u5f81\u6216<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u7a7a\u95f4\uff0c\u5f97\u5230\u5bf9\u5e94\u7684\u8868\u5f81<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-a300210063afd821a84f2b715e90e466.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-a300210063afd821a84f2b715e90e466.png\"><\/a>\uff08inversion clue\uff09\uff0c\u5e76\u7528\u5bf9\u5e94\u7684\u6e90\u6587\u672c\u63cf\u8ff0<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-1aeb3c0f42c36ca344ce67d752abcdfa.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-1aeb3c0f42c36ca344ce67d752abcdfa.png\"><\/a>\u4f5c\u4e3a\u6e90\u56fe\u50cf\u7684\u6807\u8bc6\u7b26\u3002\u5305\u62ec tuning-based<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-9df1c5dd96de1b97bc037b2de5c75b70.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-9df1c5dd96de1b97bc037b2de5c75b70.png\"><\/a>\u548c forward-based<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-26c0efb85c9359ba5479f1325dd76a4f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-26c0efb85c9359ba5479f1325dd76a4f.png\"><\/a>\u4e24\u79cd\u7c7b\u578b\u7684 inversion \u7b97\u6cd5\u3002\u5176\u53ef\u4ee5\u88ab\u5f62\u5f0f\u5316\u4e3a\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-77866805238605718649815ff48c26c2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-77866805238605718649815ff48c26c2.png\"><\/a>Tuning-based inversion<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-0ad55198850f0acb61ade6bea9f81aee.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-0ad55198850f0acb61ade6bea9f81aee.png\"><\/a>\u901a\u8fc7\u539f\u6709\u7684 diffusion \u8bad\u7ec3\u8fc7\u7a0b\u5c06\u6e90\u56fe\u50cf\u96c6\u5408\u690d\u5165\u5230\u6269\u6563\u6a21\u578b\u7684\u751f\u6210\u5206\u5e03\u4e2d\u3002\u5f62\u5f0f\u5316\u8fc7\u7a0b\u4e3a\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-e22a57d3ceef8e449acdd9f437493480.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-e22a57d3ceef8e449acdd9f437493480.png\"><\/a><\/p>\n<section>\u5176\u4e2d<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-69c49380b8d0b051bd7a60348233eca1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-69c49380b8d0b051bd7a60348233eca1.png\"><\/a>\u4e3a\u5f15\u5165\u7684\u53ef\u5b66\u4e60\u7684<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\uff0c\u4e14<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-c09fd7a083731df92d8b33e38c16acfd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-c09fd7a083731df92d8b33e38c16acfd.png\"><\/a>\u3002<\/section>\n<section><\/section>\n<section>Forward-based inversion<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-5f55f60788f106233b8d6fc199dd9521.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-5f55f60788f106233b8d6fc199dd9521.png\"><\/a>\u7528\u4e8e\u5728\u6269\u6563\u6a21\u578b\u7684\u53cd\u5411\u8fc7\u7a0b\u4e2d\uff08<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-0ce9ab3c1fdeebb32655da33e206ec4f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-0ce9ab3c1fdeebb32655da33e206ec4f.png\"><\/a>\uff09\u8fd8\u539f\u67d0\u4e00\u6761\u524d\u5411\u8def\u5f84\u4e2d\u7684\u566a\u58f0\uff08<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-028d20fbc10525f942e711b327f890c6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-028d20fbc10525f942e711b327f890c6.png\"><\/a>\uff09\u3002\u5f62\u5f0f\u5316\u8fc7\u7a0b\u4e3a\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-9c88f4b41a10a5650ba25d2d7a86e4bb.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-9c88f4b41a10a5650ba25d2d7a86e4bb.png\"><\/a><\/p>\n<section>\u5176\u4e2d<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-64ed3631f3ecf3532bdd5c2a20d268e9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-64ed3631f3ecf3532bdd5c2a20d268e9.png\"><\/a>\u4e3a\u65b9\u6cd5\u4e2d\u5f15\u5165\u7684<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\uff0c\u7528\u4e8e\u6700\u5c0f\u5316<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-5b08a11ef7d68012c0be7e4ff4d5f77d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-5b08a11ef7d68012c0be7e4ff4d5f77d.png\"><\/a>\uff0c\u5176\u4e2d\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-5a9001f56cb4eb87953bd69b8f5e0c2c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-5a9001f56cb4eb87953bd69b8f5e0c2c.png\"><\/a>\u3002<\/section>\n<section><\/section>\n<section>3.2.Editing \u7b97\u6cd5\u3002Editing \u7b97\u6cd5<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-c50ca24a72eb231c2b6eae762a69cfc4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-c50ca24a72eb231c2b6eae762a69cfc4.png\"><\/a>\u6839\u636e<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-2cd64a249a6326ac887c5381aa55b55f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-2cd64a249a6326ac887c5381aa55b55f.png\"><\/a>\u548c\u591a\u6a21\u6001\u5f15\u5bfc\u96c6\u5408<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-6c3dd3061da4e17b4e50b06b99c1253d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-6c3dd3061da4e17b4e50b06b99c1253d.png\"><\/a>\u6765\u751f\u6210\u6700\u7ec8\u7684\u7f16\u8f91\u7ed3\u679c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-03ea7d77813d18c3f2e2fb0e127b08b0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-03ea7d77813d18c3f2e2fb0e127b08b0.png\"><\/a>\u3002\u5305\u542b attention-based<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-07d3d124ab7f377a7a66983017a0502e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-07d3d124ab7f377a7a66983017a0502e.png\"><\/a>\uff0cblending-based<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-3731d2b80c51af489404f5d69c48408e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-3731d2b80c51af489404f5d69c48408e.png\"><\/a>\uff0cscore-based<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-86cb687aa1d6fbf30aa177202f41a65e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-86cb687aa1d6fbf30aa177202f41a65e.png\"><\/a>\u4ee5\u53ca optimization-based<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-897bdc3a623ffc0d2c61c76b470a2df7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-897bdc3a623ffc0d2c61c76b470a2df7.png\"><\/a>\u7684 editing \u7b97\u6cd5\u3002\u5176\u53ef\u4ee5\u88ab\u5f62\u5f0f\u5316\u4e3a\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-50e5b5903c70ae639dc8d5f77b3f11b2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-50e5b5903c70ae639dc8d5f77b3f11b2.png\"><\/a><\/p>\n<section>\u7279\u522b\u5730\uff0c\u5bf9\u4e8e\u6bcf\u4e00\u6b65\u7684\u53cd\u5411\u8fc7\u7a0b\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-5fbd4bb866bafdb3cace568bfe2f8453.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-5fbd4bb866bafdb3cace568bfe2f8453.png\"><\/a>\u8fdb\u884c\u4e86\u5982\u4e0b\u64cd\u4f5c\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-4c4038d33ead81f52e6032d17e53ea78.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-4c4038d33ead81f52e6032d17e53ea78.png\"><\/a><\/p>\n<section>\u5176\u4e2d<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-eb22152ee1959fbb95d489f66098d72e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-eb22152ee1959fbb95d489f66098d72e.png\"><\/a>\u4e2d\u7684\u64cd\u4f5c\u8868\u793a\u7f16\u8f91\u7b97\u6cd5\u5bf9\u4e8e\u6269\u6563\u6a21\u578b\u91c7\u6837\u8fc7\u7a0b<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-bb2ccae059e54c9dccf9fd5c004f1ef4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-bb2ccae059e54c9dccf9fd5c004f1ef4.png\"><\/a>\u7684\u5e72\u9884\uff0c\u7528\u4e8e\u4fdd\u8bc1\u7f16\u8f91\u540e\u7684\u56fe\u50cf<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-3af77b3709eb7b0d4b47410760089d08.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-3af77b3709eb7b0d4b47410760089d08.png\"><\/a>\u4e0e\u6e90\u56fe\u50cf\u96c6\u5408<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-64294e97c8ec7e2b230a24827dfd9ab3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-64294e97c8ec7e2b230a24827dfd9ab3.png\"><\/a>\u7684\u4e00\u81f4\u6027\uff0c\u5e76\u53cd\u5e94\u51fa<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-0630926e4ef73d55267112ba29756c21.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-0630926e4ef73d55267112ba29756c21.png\"><\/a>\u4e2d\u5f15\u5bfc\u6761\u4ef6\u6240\u6307\u660e\u7684\u89c6\u89c9\u53d8\u6362\u3002<\/section>\n<section><\/section>\n<section>\u7279\u522b\u5730\uff0c\u6211\u4eec\u5c06\u65e0\u5e72\u9884\u7684\u7f16\u8f91\u8fc7\u7a0b\u89c6\u4f5c\u4e3a\u666e\u901a\u7248\u672c\u7684\u7f16\u8f91\u7b97\u6cd5<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-4a3dcc678bf827f6188b82781cbf8f4e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-4a3dcc678bf827f6188b82781cbf8f4e.png\"><\/a>\u3002\u5176\u5f62\u5f0f\u5316\u4e3a:<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-5b1d33768ddd6df6e854724fd322a308.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-5b1d33768ddd6df6e854724fd322a308.png\"><\/a><\/p>\n<section>Attention-based editing<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-05576977290acc6483a24cb2a33277e2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-05576977290acc6483a24cb2a33277e2.png\"><\/a>\u7684\u5f62\u5f0f\u5316\u8fc7\u7a0b:<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-1195e11162abb87d235f6170f9387d93.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-1195e11162abb87d235f6170f9387d93.png\"><\/a><\/p>\n<section>Blending-based editing<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-9e65267ca23662e6772709d51cc001dc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-9e65267ca23662e6772709d51cc001dc.png\"><\/a>\u7684\u5f62\u5f0f\u5316\u8fc7\u7a0b:<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-fc262de01eca49fca9c0ac62d8e77921.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-fc262de01eca49fca9c0ac62d8e77921.png\"><\/a><\/p>\n<section>Score-based editing<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-d3388f938d95391c7bab31e977b7921e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-d3388f938d95391c7bab31e977b7921e.png\"><\/a>\u7684\u5f62\u5f0f\u5316\u8fc7\u7a0b:<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-fede46963480442e65c38a3451ffc3cc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-fede46963480442e65c38a3451ffc3cc.png\"><\/a><\/p>\n<section>Optimization-based editing<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-013c21a8832ba0b86d3e561195db3c74.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-013c21a8832ba0b86d3e561195db3c74.png\"><\/a>\u7684\u5f62\u5f0f\u5316\u8fc7\u7a0b:<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-c455421919568a6fa5b756c479fc3e2f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-c455421919568a6fa5b756c479fc3e2f.png\"><\/a><\/p>\n<section>3.3 Training-Based \u7684\u7f16\u8f91\u65b9\u6cd5\u3002\u4e0e training-free \u7684\u65b9\u6cd5\u4e0d\u540c\u7684\u662f\uff0ctraining-based \u7b97\u6cd5\u901a\u8fc7\u5728\u4efb\u52a1\u7279\u5b9a\u7684\u6570\u636e\u96c6\u4e2d\u76f4\u63a5\u5b66\u4e60\u6e90\u56fe\u50cf\u96c6\u5408\u5230\u7f16\u8f91\u56fe\u50cf\u7684<mark data-type=\"concepts\" data-id=\"8ec6a68f-ad96-4b85-ab72-6f8931886922\">\u6620\u5c04<\/mark>\u3002\u8fd9\u4e00\u7c7b\u7b97\u6cd5\u53ef\u4ee5\u770b\u4f5c\u662f tuning-based inversion \u7684\u6269\u5c55\uff0c\u5373\u901a\u8fc7\u989d\u5916\u5f15\u5165\u7684<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u5c06\u6e90\u56fe\u50cf\u7f16\u7801\u5230\u751f\u6210\u5206\u5e03\u4e2d\u3002\u5728\u8fd9\u7c7b\u7b97\u6cd5\u4e2d\uff0c\u6700\u91cd\u8981\u7684\u662f\u5982\u4f55\u5c06\u6e90\u56fe\u50cf\u6ce8\u5165\u5230 T2I \u6a21\u578b\u4e2d\uff0c\u4ee5\u4e0b\u662f\u9488\u5bf9\u4e0d\u540c\u7f16\u8f91\u573a\u666f\u7684\u6ce8\u5165\u65b9\u6848\u3002<\/section>\n<section><\/section>\n<section>Content-aware \u4efb\u52a1\u7684\u6ce8\u5165\u65b9\u6848\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-efa95c4c8200d85bd4c81bb59d96c682.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-efa95c4c8200d85bd4c81bb59d96c682.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 3. Content-aware \u4efb\u52a1\u7684\u6ce8\u5165\u65b9\u6848<\/sup><\/em><\/section>\n<section><\/section>\n<section>Content-free \u4efb\u52a1\u7684\u6ce8\u5165\u65b9\u6848\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-b9d81bc123edad2b336d2905079efb1b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-b9d81bc123edad2b336d2905079efb1b.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 3. Content-free \u4efb\u52a1\u7684\u6ce8\u5165\u65b9\u6848<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>4\uff0e\u7edf\u4e00\u6846\u67b6\u5728\u591a\u6a21\u6001\u7f16\u8f91\u4efb\u52a1\u4e2d\u7684\u5e94\u7528<\/strong><\/section>\n<section><\/section>\n<section>\u672c\u6587\u901a\u8fc7\u5b9a\u6027\u5b9e\u9a8c\u8bf4\u660e\u4e86\u5404\u4e2a\u7ec4\u5408\u5728\u591a\u6a21\u6001\u7f16\u8f91\u4efb\u52a1\u4e2d\u7684\u5e94\u7528\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-a279a67401ea53e0c07965517a7cf28e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-a279a67401ea53e0c07965517a7cf28e.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 4. \u5173\u4e8e attention-based editing<\/sup><\/em><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-5883264429debe4f4ed4be882c474da4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-5883264429debe4f4ed4be882c474da4.png\"><\/a><em>\u7684\u7b97\u6cd5\u7ec4\u5408\u7684\u5e94\u7528<\/em><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-cb2f8fa11c15f01ed65e4aca94683667.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-cb2f8fa11c15f01ed65e4aca94683667.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 5. \u5173\u4e8e blending-based editing<\/sup><\/em><sup><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-724c1f8d104dec34b73eb0545929ad6c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-724c1f8d104dec34b73eb0545929ad6c.png\"><\/a><\/sup><em><sup>\u7684\u7b97\u6cd5\u7ec4\u5408\u7684\u5e94\u7528<\/sup><\/em><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-f61a6597906993a024a75629951126aa.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-f61a6597906993a024a75629951126aa.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 6. \u5173\u4e8e score-based editing<\/sup><\/em><sup><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-3ff7077dd00e143880121d4bfc053999.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-3ff7077dd00e143880121d4bfc053999.png\"><\/a><\/sup><em><sup>\u7684\u7b97\u6cd5\u7ec4\u5408\u7684\u5e94\u7528<\/sup><\/em><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-d237cd48bac3d6172dc4d66913ddb232.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-d237cd48bac3d6172dc4d66913ddb232.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 7. \u5173\u4e8e optimization-based editing<\/sup><\/em><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-45582fc70b8f435c4b21a1adfead75bc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-45582fc70b8f435c4b21a1adfead75bc.png\"><\/a><em>\u7684\u7b97\u6cd5\u7ec4\u5408\u7684\u5e94\u7528<\/em><\/section>\n<section><\/section>\n<section>\u8be6\u7ec6\u5206\u6790\u8bf7\u67e5\u9605\u539f\u59cb\u8bba\u6587\u3002<\/section>\n<section><\/section>\n<section><strong>5\uff0e\u4e0d\u540c\u7ec4\u5408\u5728\u6587\u672c\u5f15\u5bfc\u7f16\u8f91\u573a\u666f\u4e0b\u7684\u6bd4\u8f83<\/strong><\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e\u5e38\u89c1\u7684\u6587\u672c\u5f15\u5bfc\u7684\u7f16\u8f91\u4efb\u52a1\uff0c\u672c\u6587\u901a\u8fc7\u8bbe\u8ba1\u4e86\u591a\u4e2a\u5177\u6709\u6311\u6218\u6027\u7684\u5b9a\u6027\u5b9e\u9a8c\uff0c\u4ee5\u8bf4\u660e\u4e0d\u540c\u7ec4\u5408\u6240\u9002\u5408\u7684\u7f16\u8f91\u573a\u666f\u3002\u6b64\u5916\uff0c\u672c\u6587\u4e5f\u76f8\u5e94\u5730\u6536\u96c6\u4e86\u9ad8\u8d28\u91cf\u548c\u5177\u6709\u4e00\u5b9a\u96be\u5ea6\u7684\u6570\u636e\u96c6\uff0c\u4ee5\u5b9a\u91cf\u5730\u8bf4\u660e\u5404\u79cd\u7ec4\u5408\u4e2d\u7684\u5148\u8fdb\u7b97\u6cd5\u5728\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u6027\u80fd\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e content-aware \u4efb\u52a1\uff0c\u6211\u4eec\u4e3b\u8981\u8003\u8651\u5bf9\u8c61\u64cd\u4f5c\uff08\u589e \/ \u5220 \/ \u66ff\u6362\uff09\uff0c\u5c5e\u6027\u6539\u53d8\uff0c\u98ce\u683c\u8fc1\u79fb\u3002\u7279\u522b\u5730\uff0c\u6211\u4eec\u8003\u8651\u4e86\u5177\u6709\u6311\u6218\u6027\u7684\u5b9e\u9a8c\u8bbe\u7f6e\uff1a1. \u591a\u76ee\u6807\u7f16\u8f91\u30022. \u5bf9\u4e8e\u56fe\u50cf\u7684\u8bed\u4e49\u5e03\u5c40\u5f71\u54cd\u8f83\u5927\u7684\u7528\u4f8b\u3002\u6211\u4eec\u4e5f\u6536\u96c6\u4e86\u8fd9\u4e9b\u590d\u6742\u573a\u666f\u7684\u9ad8\u8d28\u91cf\u56fe\u7247\uff0c\u5e76\u5bf9\u4e0d\u540c\u7ec4\u5408\u4e2d\u7684\u5148\u8fdb\u7b97\u6cd5\u8fdb\u884c\u5168\u9762\u5b9a\u91cf\u6bd4\u8f83\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-3a558a3abaa60cf7c045e38fb5456710.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-3a558a3abaa60cf7c045e38fb5456710.png\"><\/a><\/p>\n<section><sup><em>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 8.Content-aware \u4efb\u52a1\u4e2d\u5404\u4e2a\u7ec4\u5408\u7684\u5b9a\u6027\u6bd4\u8f83\uff0c\u4ece\u5de6\u81f3\u53f3\u5206\u522b\u662f<\/em><\/sup><\/section>\n<p><sup><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-57b0eb155222eda93f3c50b16c300e6d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-57b0eb155222eda93f3c50b16c300e6d.png\"><\/a><\/sup><\/p>\n<section>\u7ed3\u679c\u5206\u6790\u4ee5\u53ca\u66f4\u591a\u5b9e\u9a8c\u7ed3\u679c\u8bf7\u67e5\u9605\u539f\u59cb\u8bba\u6587\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e content-free \u4efb\u52a1\uff0c\u6211\u4eec\u4e3b\u8981\u8003\u8651\u57fa\u4e8e\u4e3b\u4f53\u9a71\u52a8\u7684\uff08subject-driven\uff09\u5b9a\u5236\u5316\u4efb\u52a1\u3002\u5e76\u8003\u8651\u4e86\u591a\u79cd\u573a\u666f\uff0c\u5982\u66f4\u6362\u80cc\u666f\uff0c\u4e0e\u7269\u4f53\u4ea4\u4e92\uff0c\u884c\u4e3a\u6539\u53d8\uff0c\u4ee5\u53ca\u98ce\u683c\u6539\u53d8\u3002\u6211\u4eec\u4e5f\u5b9a\u4e49\u4e86\u5927\u91cf\u7684\u6587\u672c\u5f15\u5bfc\u6a21\u677f\uff0c\u5e76\u5bf9\u5404\u4e2a\u65b9\u6cd5\u7684\u6574\u4f53\u6027\u80fd\u8fdb\u884c\u5b9a\u91cf\u5206\u6790\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-0e544f4c53acb411ba8c25bf5f71e57c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-0e544f4c53acb411ba8c25bf5f71e57c.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0<\/sup><sup>\u00a0 \u00a0 \u00a0\u56fe 9.Content-free \u4efb\u52a1\u4e2d\u5404\u4e2a\u7ec4\u5408\u7684\u5b9a\u6027\u6bd4\u8f83\uff0c\u4ece\u5de6\u81f3\u53f3\u5206\u522b\u662f<\/sup><\/em><sup><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-45775e34943a0a7eb29388371974db83.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/06\/frc-45775e34943a0a7eb29388371974db83.png\"><\/a><\/sup><\/section>\n<section>\u7ed3\u679c\u5206\u6790\u4ee5\u53ca\u66f4\u591a\u5b9e\u9a8c\u7ed3\u679c\u8bf7\u67e5\u9605\u539f\u59cb\u8bba\u6587\u3002<\/section>\n<section><\/section>\n<section><strong>6\uff0e\u672a\u6765\u53ef\u4ee5\u7814\u7a76\u7684\u65b9\u5411<\/strong><\/section>\n<section><\/section>\n<section>\u6b64\u5916\u672c\u6587\u4e5f\u7ed9\u51fa\u4e86\u4e00\u4e9b\u5173\u4e8e\u672a\u6765\u7814\u7a76\u65b9\u5411\u7684\u5206\u6790\u3002\u8fd9\u91cc\u4ee5 content-aware \u4efb\u52a1\u548c content-free \u4efb\u52a1\u9762\u4e34\u7684\u6311\u6218\u4e3a\u4f8b\u3002<\/section>\n<section><\/section>\n<section>6.1. Content-aware \u4efb\u52a1\u7684\u6311\u6218\u3002\u5bf9\u4e8e content-aware \u7f16\u8f91\u4efb\u52a1\u7684\u6311\u6218\uff0c\u73b0\u6709\u65b9\u6cd5\u65e0\u6cd5\u540c\u65f6\u5904\u7406\u591a\u79cd\u7f16\u8f91\u573a\u666f\u548c\u63a7\u5236\u4fe1\u53f7\u3002\u8fd9\u4e00\u9650\u5236\u8feb\u4f7f\u5e94\u7528\u5728\u4e0d\u540c\u4efb\u52a1\u4e4b\u95f4\u5207\u6362\u5408\u9002\u7684\u540e\u7aef\u7b97\u6cd5\u3002\u6b64\u5916\uff0c\u4e00\u4e9b\u9ad8\u7ea7\u65b9\u6cd5\u5728\u6613\u7528\u6027\u65b9\u9762\u4e0d\u53cb\u597d\u3002\u67d0\u4e9b\u65b9\u6cd5\u9700\u8981\u7528\u6237\u8c03\u6574\u5173\u952e<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u4ee5\u83b7\u5f97\u6700\u4f73\u7ed3\u679c\uff0c\u800c\u5176\u4ed6\u65b9\u6cd5\u5219\u9700\u8981\u7e41\u7410\u7684\u8f93\u5165\uff0c\u4f8b\u5982\u6e90\u548c\u76ee\u6807\u63d0\u793a\uff0c\u6216\u8f85\u52a9\u63a9\u7801\u3002<\/section>\n<section><\/section>\n<section>6.2.Content-free \u4efb\u52a1\u7684\u6311\u6218\u3002\u5bf9\u4e8e content-free \u7f16\u8f91\u4efb\u52a1\uff0c\u73b0\u6709\u65b9\u6cd5\u5728\u6d4b\u8bd5\u65f6\u8c03\u4f18\u8fc7\u7a0b\u5197\u957f\u4e14\u5b58\u5728<mark data-type=\"concepts\" data-id=\"af836eef-be90-4143-a022-46fae3904f0e\">\u8fc7\u62df\u5408<\/mark>\u95ee\u9898 \u3002\u4e00\u4e9b\u7814\u7a76\u65e8\u5728\u901a\u8fc7\u4f18\u5316\u5c11\u91cf<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u6216\u4ece\u5934\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b\u6765\u7f13\u89e3\u8fd9\u4e00\u95ee\u9898\u3002\u7136\u800c\uff0c\u5b83\u4eec\u5e38\u5e38\u4f1a\u4e22\u5931\u4e2a\u6027\u5316\u4e3b\u4f53\u7684\u7ec6\u8282\uff0c\u6216\u8868\u73b0\u51fa\u8f83\u5dee\u7684\u6cdb\u5316\u80fd\u529b\u3002\u6b64\u5916\uff0c\u5f53\u524d\u65b9\u6cd5\u5728\u4ece\u5c11\u91cf\u56fe\u50cf\u4e2d\u63d0\u53d6\u62bd\u8c61\u6982\u5ff5\u65b9\u9762\u4e5f\u6709\u6240\u4e0d\u8db3\uff0c\u5b83\u4eec\u65e0\u6cd5\u5b8c\u5168\u5c06\u6240\u9700\u6982\u5ff5\u4e0e\u5176\u4ed6\u89c6\u89c9\u5143\u7d20\u5206\u79bb\u5f00\u6765\u3002<\/section>\n<section><\/section>\n<section>\u4e86\u89e3\u66f4\u591a\u7814\u7a76\u65b9\u5411\u5185\u5bb9\u53ef\u4ee5\u67e5\u9605\u539f\u59cb\u8bba\u6587\u3002<\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-06-28-14\" target=\"_blank\">300\u591a\u7bc7\u76f8\u5173\u7814\u7a76\uff0c\u590d\u65e6\u3001\u5357\u6d0b\u7406\u5de5\u6700\u65b0\u591a\u6a21\u6001\u56fe\u50cf\u7f16\u8f91\u7efc\u8ff0\u8bba\u6587<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:300\u591a\u7bc7\u76f8\u5173\u7814\u7a76\uff0c\u590d [&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 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