{"id":39285,"date":"2025-03-08T05:02:32","date_gmt":"2025-03-07T21:02:32","guid":{"rendered":"https:\/\/17aitech.com\/?p=39285"},"modified":"2025-03-08T05:02:32","modified_gmt":"2025-03-07T21:02:32","slug":"cvpr-2025%ef%bd%9c%e5%8c%97%e5%a4%a7%e5%bc%80%e6%ba%90%e5%a4%9a%e6%a8%a1%e6%80%81%e9%a9%b1%e5%8a%a8%e7%9a%84%e5%ae%9a%e5%88%b6%e5%8c%96%e6%bc%ab%e7%94%bb%e7%94%9f%e6%88%90%e6%a1%86%e6%9e%b6diffsensei","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39285","title":{"rendered":"CVPR 2025\uff5c\u5317\u5927\u5f00\u6e90\u591a\u6a21\u6001\u9a71\u52a8\u7684\u5b9a\u5236\u5316\u6f2b\u753b\u751f\u6210\u6846\u67b6DiffSensei\uff0c\u8fd8\u67094.3\u4e07\u9875\u6f2b\u753b\u6570\u636e\u96c6"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-07-3\" target=\"_blank\">CVPR 2025\uff5c\u5317\u5927\u5f00\u6e90\u591a\u6a21\u6001\u9a71\u52a8\u7684\u5b9a\u5236\u5316\u6f2b\u753b\u751f\u6210\u6846\u67b6DiffSensei\uff0c\u8fd8\u67094.3\u4e07\u9875\u6f2b\u753b\u6570\u636e\u96c6<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d290d1735054e4171e2212ecd9c534ec.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-d290d1735054e4171e2212ecd9c534ec.png\"><\/a><\/section>\n<section>\u968f\u7740\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff08AIGC\uff09\u7684\u7a81\u7834\uff0c\u6587\u672c\u5230\u56fe\u50cf\u6a21\u578b\u5728\u6545\u4e8b\u53ef\u89c6\u5316\u9886\u57df\u5c55\u73b0\u51fa\u5de8\u5927\u6f5c\u529b\uff0c\u4f46\u5728\u591a\u89d2\u8272\u573a\u666f\u4e2d\u4ecd\u9762\u4e34\u89d2\u8272\u4e00\u81f4\u6027\u5dee\u3001\u5e03\u5c40\u63a7\u5236\u96be\u3001\u52a8\u6001\u53d9\u4e8b\u4e0d\u8db3\u7b49\u6311\u6218\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u6b64\uff0c\u5317\u4eac\u5927\u5b66\u3001\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u3001\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u8054\u5408\u63a8\u51fa DiffSensei\uff0c\u9996\u4e2a\u7ed3\u5408\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\uff08MLLM\uff09\u4e0e\u6269\u6563\u6a21\u578b\u7684\u5b9a\u5236\u5316\u6f2b\u753b\u751f\u6210\u6846\u67b6\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-77d7633083622615bc98fc479f470971.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-77d7633083622615bc98fc479f470971.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2412.07589<\/section>\n<\/li>\n<li>\n<section>GitHub \u4ed3\u5e93\uff1ahttps:\/\/github.com\/jianzongwu\/DiffSensei<\/section>\n<\/li>\n<li>\n<section>\u9879\u76ee\u4e3b\u9875 &#8211; https:\/\/jianzongwu.github.io\/projects\/diffsensei\/<\/section>\n<\/li>\n<li>\n<section>\u6570\u636e\u94fe\u63a5 &#8211; https:\/\/huggingface.co\/datasets\/jianzongwu\/MangaZero<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u8be5\u6846\u67b6\u901a\u8fc7\u521b\u65b0\u7684\u63a9\u7801\u4ea4\u53c9\u6ce8\u610f\u529b\u673a\u5236\u4e0e\u6587\u672c\u517c\u5bb9\u7684\u89d2\u8272\u9002\u914d\u5668\uff0c\u5b9e\u73b0\u4e86\u5bf9\u591a\u89d2\u8272\u5916\u89c2\u3001\u8868\u60c5\u3001\u52a8\u4f5c\u7684\u7cbe\u786e\u63a7\u5236\uff0c\u5e76\u652f\u6301\u5bf9\u8bdd\u5e03\u5c40\u7684\u7075\u6d3b\u7f16\u7801\u3002\u540c\u65f6\uff0c\u56e2\u961f\u53d1\u5e03\u4e86<strong>\u9996\u4e2a\u4e13\u4e3a\u6f2b\u753b\u751f\u6210\u8bbe\u8ba1\u7684 MangaZero \u6570\u636e\u96c6<\/strong>\uff08\u542b 4.3 \u4e07\u9875\u6f2b\u753b\u4e0e 42.7 \u4e07\u6807\u6ce8\u9762\u677f\uff09\uff0c\u586b\u8865\u4e86\u8be5\u9886\u57df\u7684\u6570\u636e\u7a7a\u767d\u3002\u5b9e\u9a8c\u8868\u660e\uff0cDiffSensei \u5728\u89d2\u8272\u4e00\u81f4\u6027\u3001\u6587\u672c\u8ddf\u968f\u80fd\u529b\u4e0e\u56fe\u50cf\u8d28\u91cf\u4e0a\u663e\u8457\u4f18\u4e8e\u73b0\u6709\u6a21\u578b\uff0c\u4e3a\u6f2b\u753b\u521b\u4f5c\u3001\u6559\u80b2\u53ef\u89c6\u5316\u3001\u5e7f\u544a\u8bbe\u8ba1\u7b49\u573a\u666f\u63d0\u4f9b\u4e86\u9ad8\u6548\u5de5\u5177\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u56e2\u961f\u516c\u5f00\u4e86\u8bad\u7ec3\uff0c\u6d4b\u8bd5\u4ee3\u7801\u3001\u9884\u8bad\u7ec3\u6a21\u578b\u53ca MangaZero \u6570\u636e\u96c6\uff0c\u652f\u6301\u672c\u5730\u90e8\u7f72\u3002\u5f00\u53d1\u8005\u53ef\u901a\u8fc7 Hugging Face \u83b7\u53d6\u8d44\u6e90\uff0c\u5e76\u5229\u7528 Gradio \u754c\u9762\u5feb\u901f\u4f53\u9a8c\u751f\u6210\u6548\u679c\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s\/eUmnHOc-PivtrYm1UlZPHQ\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-8ce119fd0bfea896a191e95ca474f6f2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-8ce119fd0bfea896a191e95ca474f6f2.png\"><\/a><\/a><\/section>\n<section><strong>1.DiffSensei \u6548\u679c\u53ca\u5e94\u7528<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-7a858b6392a3bbc6ee8408831740d78c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-7a858b6392a3bbc6ee8408831740d78c.png\"><\/a><\/section>\n<section><strong>DiffSensei \u529f\u80fd<\/strong><\/section>\n<section><\/section>\n<section>DiffSensei \u751f\u6210\u6f2b\u753b\u7684\u6280\u672f\u4f18\u52bf\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section><strong>\u89d2\u8272\u4e00\u81f4\u6027\uff1a<\/strong>\u8de8\u9762\u677f\u4fdd\u6301\u89d2\u8272\u7279\u5f81\u7a33\u5b9a\uff0c\u652f\u6301\u8fde\u7eed\u53d9\u4e8b\uff0c\u53ef\u6839\u636e\u6587\u672c\u52a8\u6001\u8c03\u6574\u4efb\u52a1\u72b6\u6001\u548c\u52a8\u4f5c\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u5e03\u5c40\u7cbe\u51c6\uff1a<\/strong>\u901a\u8fc7\u63a9\u7801\u673a\u5236\u4e0e\u8fb9\u754c\u6846\u6807\u6ce8\uff0c\u5b9e\u73b0\u591a\u89d2\u8272\u4e0e\u5bf9\u8bdd\u6846\u7684\u50cf\u7d20\u7ea7\u5b9a\u4f4d\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u52a8\u6001\u9002\u5e94\u6027<\/strong>\uff1aMLLM \u9002\u914d\u5668\u4f7f\u89d2\u8272\u53ef\u4f9d\u636e\u6587\u672c\u63d0\u793a\u8c03\u6574\u72b6\u6001\uff08\u5982 \u201c\u6124\u6012\u8868\u60c5\u201d \u6216 \u201c\u6325\u624b\u52a8\u4f5c\u201d\uff09\uff0c\u7a81\u7834\u4f20\u7edf\u6a21\u578b\u7684\u9759\u6001\u751f\u6210\u9650\u5236\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>2.DiffSensei \u5e94\u7528\u573a\u666f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u771f\u4eba\u957f\u7bc7\u6545\u4e8b\u751f\u6210<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-152b7a835c1fa99a40b77a595bea2d82.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-152b7a835c1fa99a40b77a595bea2d82.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 DiffSensei \u771f\u4eba\u957f\u7bc7\u6545\u4e8b\u751f\u6210\u6548\u679c<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u5b9a\u5236\u6f2b\u753b\u751f\u6210<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-939cb6b56cd1d55ce0e1f9305f0a94f1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-939cb6b56cd1d55ce0e1f9305f0a94f1.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 DiffSensei \u5b9a\u5236\u6f2b\u753b\u751f\u6210\u6548\u679c<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u66f4\u591a\u7ed3\u679c<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-355159ba0d99f6d4672dc14253a10cea.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-355159ba0d99f6d4672dc14253a10cea.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 DiffSensei \u751f\u6210\u6574\u9875\u6f2b\u753b\u7ed3\u679c\uff0c\u6bcf\u9875\u6f2b\u753b\u7684\u6545\u4e8b\u6897\u6982\u5728\u5176\u4e0a\u65b9\uff0c\u66f4\u591a\u7ed3\u679c\u5728\u9879\u76ee\u4e3b\u9875<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>4. \u6a21\u578b\u6846\u67b6<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-1e27037ea046781d4f3e606491dc50f1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-1e27037ea046781d4f3e606491dc50f1.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 DiffSensei \u65b9\u6cd5\u6846\u67b6<\/sup><\/em><\/section>\n<section><em><br \/><\/em><\/section>\n<section>DiffSensei \u7684\u6280\u672f\u67b6\u6784\u4ee5 <strong>\u201c\u52a8\u6001\u89d2\u8272\u63a7\u5236\u201d\u00a0<\/strong>\u548c <strong>\u201c\u9ad8\u6548\u5e03\u5c40\u751f\u6210\u201d\u00a0<\/strong>\u4e3a\u6838\u5fc3\uff0c\u901a\u8fc7\u4ee5\u4e0b\u6a21\u5757\u5b9e\u73b0\u7aef\u5230\u7aef\u7684\u6f2b\u753b\u751f\u6210\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section><strong>\u591a\u6a21\u6001\u7279\u5f81\u878d\u5408:<\/strong><\/section>\n<\/li>\n<li>\n<section>\u7ed3\u5408<strong>\u00a0CLIP \u56fe\u50cf\u7f16\u7801\u5668 \u4e0e \u6f2b\u753b\u4e13\u7528\u7f16\u7801\u5668\uff08Magi\uff09<\/strong>\uff0c\u63d0\u53d6\u89d2\u8272\u8bed\u4e49\u7279\u5f81\uff0c\u907f\u514d\u76f4\u63a5\u590d\u5236\u50cf\u7d20\u7ec6\u8282\u5bfc\u81f4\u7684 \u201c\u7c98\u8d34\u6548\u5e94\u201d\u3002<\/section>\n<\/li>\n<li>\n<section>\u901a\u8fc7\u91cd\u91c7\u6837\u6a21\u5757\u5c06\u7279\u5f81\u538b\u7f29\u4e3a\u4f4e\u7ef4 token\uff0c\u9002\u914d\u6269\u6563\u6a21\u578b\u7684\u4ea4\u53c9\u6ce8\u610f\u529b\u673a\u5236\uff0c\u589e\u5f3a\u751f\u6210\u7075\u6d3b\u6027\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u63a9\u7801\u4ea4\u53c9\u6ce8\u610f\u529b\u673a\u5236<\/strong>\uff1a\u590d\u5236\u6269\u6563\u6a21\u578b\u7684\u952e\u503c\u77e9\u9635\uff0c\u521b\u5efa\u72ec\u7acb\u7684\u89d2\u8272\u6ce8\u610f\u529b\u5c42\uff0c\u4ec5\u5141\u8bb8\u89d2\u8272\u5728\u6307\u5b9a\u8fb9\u754c\u6846\u5185\u53c2\u4e0e\u6ce8\u610f\u529b\u8ba1\u7b97\uff0c\u5b9e\u73b0\u5e03\u5c40\u7684<strong>\u50cf\u7d20\u7ea7\u63a7\u5236\u3002<\/strong><\/section>\n<\/li>\n<li>\n<section>\u5f15\u5165<strong>\u5bf9\u8bdd\u5e03\u5c40\u5d4c<\/strong><strong>\u5165<\/strong>\uff0c\u5c06\u5bf9\u8bdd\u6846\u4f4d\u7f6e\u7f16\u7801\u4e3a\u53ef\u8bad\u7ec3\u7684\u5d4c\u5165\u5411\u91cf\uff0c\u4e0e\u566a\u58f0\u6f5c\u5728\u7a7a\u95f4\u878d\u5408\uff0c\u652f\u6301\u540e\u671f\u4eba\u5de5\u6587\u672c\u7f16\u8f91\u3002<\/section>\n<\/li>\n<li>\n<section><strong>MLLM \u9a71\u52a8\u7684\u52a8\u6001\u9002\u914d\u5668<\/strong>\uff1a\u4ee5\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\uff08\u5982 LLaVA\uff09\u4e3a\u6838\u5fc3\uff0c\u63a5\u6536\u9762\u677f\u6807\u9898\u4e0e\u6e90\u89d2\u8272\u7279\u5f81\uff0c\u751f\u6210\u4e0e\u6587\u672c\u517c\u5bb9\u7684 \u76ee\u6807\u89d2\u8272\u7279\u5f81\uff0c\u52a8\u6001\u8c03\u6574\u8868\u60c5\u3001\u59ff\u52bf\u7b49\u5c5e\u6027\u3002\u8bad\u7ec3\u4e2d\u7ed3\u5408 \u8bed\u8a00\u6a21\u578b\u635f\u5931\uff08LM Loss\uff09 \u4e0e \u6269\u6563\u635f\u5931\uff0c\u786e\u4fdd\u751f\u6210\u7279\u5f81\u65e2\u7b26\u5408\u6587\u672c\u8bed\u4e49\uff0c\u53c8\u4e0e\u56fe\u50cf\u751f\u6210\u5668\u517c\u5bb9\u3002<\/section>\n<\/li>\n<li>\n<section><strong>\u591a\u9636\u6bb5\u8bad\u7ec3\u4f18\u5316<\/strong><\/section>\n<\/li>\n<li>\n<section>\u7b2c\u4e00\u9636\u6bb5\uff1a\u57fa\u4e8e MangaZero \u6570\u636e\u96c6\u8bad\u7ec3\u6269\u6563\u6a21\u578b\uff0c\u5b66\u4e60\u89d2\u8272\u4e0e\u5e03\u5c40\u7684\u8054\u5408\u751f\u6210\u3002<\/section>\n<\/li>\n<li>\n<section>\u7b2c\u4e8c\u9636\u6bb5\uff1a\u51bb\u7ed3\u56fe\u50cf\u751f\u6210\u5668\uff0c\u5fae\u8c03 MLLM \u9002\u914d\u5668\uff0c\u5f3a\u5316\u6587\u672c\u9a71\u52a8\u7684\u89d2\u8272\u52a8\u6001\u8c03\u6574\u80fd\u529b 813\uff0c\u4ece\u800c\u9002\u5e94\u4e0e\u6587\u672c\u63d0\u793a\u5bf9\u5e94\u7684\u6e90\u7279\u5f81\u3002\u5728\u7b2c\u4e00\u9636\u6bb5\u4f7f\u7528\u6a21\u578b\u4f5c\u4e3a\u56fe\u50cf\u751f\u6210\u5668\uff0c\u5e76\u51bb\u7ed3\u5176\u6743\u91cd\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>5.MangaZero \u6570\u636e\u96c6<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-1536cf092d153b9ddadb961ecd22f816.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-1536cf092d153b9ddadb961ecd22f816.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0MangaZero \u6570\u636e\u96c6\u7edf\u8ba1\u4fe1\u606f<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u4e0a\u56fe\u5c55\u793a\u4e86 MangaZero \u6570\u636e\u96c6\u7684\u57fa\u672c\u4fe1\u606f\uff0c\u8be5\u6570\u636e\u96c6\u4e2d\u5305\u542b\u6700\u8457\u540d\u7684\u65e5\u672c\u9ed1\u767d\u6f2b\u753b\u7cfb\u5217\u3002\u56fe a \u663e\u793a\u4e86\u6240\u6709 48 \u7cfb\u5217\u7684\u5c01\u9762\u3002\u8fd9\u4e9b\u6f2b\u753b\u7cfb\u5217\u4e4b\u6240\u4ee5\u88ab\u9009\u4e2d\uff0c\u4e3b\u8981\u662f\u56e0\u4e3a\u5b83\u4eec\u7684\u53d7\u6b22\u8fce\u7a0b\u5ea6\u3001\u72ec\u7279\u7684\u827a\u672f\u98ce\u683c\u548c\u5e7f\u6cdb\u7684\u4eba\u7269\u9635\u5bb9\uff0c\u4e3a\u8be5\u6a21\u578b\u63d0\u4f9b\u4e86\u53d1\u5c55\u5f3a\u5927\u800c\u7075\u6d3b\u7684 IP \u4fdd\u6301\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section>\u56fe b \u5c55\u793a\u4e86\u4e00\u4e9b\u4eba\u7269\u548c\u5bf9\u8bdd\u6807\u6ce8\u7684\u793a\u4f8b\u3002<\/section>\n<section><\/section>\n<section>\u56fe c \u63cf\u7ed8\u4e86\u6570\u636e\u96c6\u4e2d\u7684\u9762\u677f\u5206\u8fa8\u7387\u5206\u5e03\u3002\u4e3a\u4e86\u63d0\u9ad8\u6e05\u6670\u5ea6\uff0c\u5176\u4e2d\u5305\u62ec\u4e09\u6761\u53c2\u8003\u7ebf\uff0c\u5206\u522b\u8868\u793a 1024\u00d71024\u3001512\u00d7512 \u548c 256\u00d7256 \u7684\u5206\u8fa8\u7387\u3002\u5927\u591a\u6570\u6f2b\u753b\u753b\u677f\u90fd\u96c6\u4e2d\u5728\u7b2c\u4e8c\u884c\u548c\u7b2c\u4e09\u884c\u5468\u56f4\uff0c\u8fd9\u8868\u660e\u4e0e\u6700\u8fd1\u7814\u7a76\u4e2d\u901a\u5e38\u5f3a\u8c03\u7684\u5206\u8fa8\u7387\u76f8\u6bd4\uff0c\u5927\u591a\u6570\u753b\u677f\u7684\u5206\u8fa8\u7387\u76f8\u5bf9\u8f83\u4f4e\u3002\u8fd9\u4e00\u7279\u6027\u662f\u6f2b\u753b\u6570\u636e\u6240\u56fa\u6709\u7684\uff0c\u8be5\u5de5\u4f5c\u4e13\u95e8\u9488\u5bf9\u6f2b\u753b\u6570\u636e\u3002\u56e0\u6b64\uff0c\u53ef\u53d8\u5206\u8fa8\u7387\u8bad\u7ec3\u5bf9\u4e8e\u6709\u6548\u5904\u7406\u6f2b\u753b\u6570\u636e\u96c6\u81f3\u5173\u91cd\u8981\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-19f14332e4f7f385071ec0c91400ccd3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-19f14332e4f7f385071ec0c91400ccd3.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 MangaZero \u6570\u636e\u96c6\u548c\u540c\u7c7b\u6570\u636e\u96c6\u5bf9\u6bd4<\/sup><\/em><\/section>\n<section><\/section>\n<section>MangaZero \u6570\u636e\u96c6\u76f8\u6bd4\u540c\u7c7b\u6570\u636e\uff0c<strong>\u89c4\u6a21\u66f4\u5927\uff0c\u6765\u6e90\u66f4\u65b0\uff0c\u6807\u6ce8\u66f4\u4e30\u5bcc\uff0c\u6f2b\u753b\u4ee5\u53ca\u753b\u9762\u5206\u8fa8\u7387\u66f4\u591a\u6837\u3002<\/strong>\u4e0e\u5e7f\u4e3a\u4eba\u77e5\u7684\u9ed1\u767d\u6f2b\u753b\u6570\u636e\u96c6 Manga109 \u76f8\u6bd4\uff0cMangaZero \u6570\u636e\u96c6\u6536\u5f55\u4e86\u66f4\u591a\u5728 2000 \u5e74\u4e4b\u540e\u51fa\u7248\u7684\u6f2b\u753b\uff0c\u8fd9\u4e5f\u6b63\u662f\u5176\u540d\u79f0\u7684\u7531\u6765\u3002\u6b64\u5916\uff0cMangaZero \u8fd8\u5305\u542b\u4e00\u4e9b 2000 \u5e74\u4e4b\u524d\u53d1\u884c\u3001\u4f46\u5e76\u672a\u6536\u5f55\u4e8e Manga109 \u7684\u8457\u540d\u4f5c\u54c1\uff0c\u4f8b\u5982\u300a\u54c6\u5566 A \u68a6\u300b\uff081974 \u5e74\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-31491ecb3b52f92ba0090920e4ee4d8d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/03\/frc-31491ecb3b52f92ba0090920e4ee4d8d.png\"><\/a><\/section>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0MangaZero \u6570\u636e\u96c6\u6807\u6ce8\u6d41\u7a0b<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u4e0a\u56fe\u5c55\u793a\u4e86 MangaDex \u6570\u636e\u96c6\u7684\u6784\u5efa\u8fc7\u7a0b\uff0c\u4f5c\u8005\u901a\u8fc7\u4e09\u4e2a\u6b65\u9aa4\u6784\u5efa MangaZero \u6570\u636e\u96c6\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u6b65\u9aa4 1 &#8211; \u4ece\u4e92\u8054\u7f51\u4e2d\u4e0b\u8f7d\u4e00\u4e9b\u73b0\u6709\u7684\u6f2b\u753b\u9875\u9762\u3002<\/section>\n<\/li>\n<li>\n<section>\u6b65\u9aa4 2 &#8211; \u4f7f\u7528\u9884\u5148\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u81ea\u4e3b\u4e3a\u6f2b\u753b\u9762\u677f\u6dfb\u52a0\u76f8\u5173\u6807\u6ce8\u3002<\/section>\n<\/li>\n<li>\n<section>\u6b65\u9aa4 3 &#8211; \u5229\u7528\u4eba\u5de5\u6765\u6821\u51c6\u4eba\u7269 ID \u6807\u6ce8\u7ed3\u679c\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>MangaZero \u6570\u636e\u96c6\u5e94\u7528\u6f5c\u529b<\/strong><\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u591a ID \u4fdd\u6301\uff0c\u7075\u6d3b\u53ef\u63a7\u7684\u56fe\u7247\u751f\u6210\u8bad\u7ec3\u3002\u6f2b\u753b\u6570\u636e\u5929\u7136\u62e5\u6709\u540c\u4e00\u4e2a\u4eba\u7269\u591a\u4e2a\u72b6\u6001\u7684\u56fe\u50cf\uff0c\u5bf9\u53ef\u6839\u636e\u6587\u672c\u7075\u6d3b\u63a7\u5236\u4eba\u7269\u72b6\u6001\u7684\u5b9a\u5236\u5316\u751f\u6210\u8bad\u7ec3\u6709\u5f88\u5927\u5e2e\u52a9\u3002<\/section>\n<\/li>\n<li>\n<section>\u98ce\u683c\u53ef\u63a7\u7684\u6f2b\u753b\u751f\u6210\u3002MangaZero \u4e2d\u5305\u542b\u7684\u6f2b\u753b\u7cfb\u5217\u591a\u6837\u4e14\u5177\u6709\u4ee3\u8868\u6027\uff0c\u53ef\u4ee5\u5728\u6a21\u578b\u7ed3\u6784\u4e2d\u589e\u52a0\u98ce\u683c\u5b9a\u5236\u6a21\u5757\uff0c\u5b9e\u73b0\u753b\u98ce\u53ef\u63a7\u7684\u6f2b\u753b\u751f\u6210\u3002\u4f8b\u5982\u751f\u6210\u9f99\u73e0\u98ce\u683c\u7684\u67ef\u5357\u3002<\/section>\n<\/li>\n<\/ul>\n<section>\u00a0<\/section>\n<section><strong>6. \u7ed3\u8bba<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>DiffSensei \u901a\u8fc7\u591a\u6a21\u6001\u6280\u672f\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u91cd\u65b0\u5b9a\u4e49\u4e86 AI \u8f85\u52a9\u521b\u4f5c\u7684\u8fb9\u754c\u3002\u5176\u5f00\u6e90\u5c5e\u6027\u4e0e\u884c\u4e1a\u9002\u914d\u6027\uff0c\u5c06\u52a0\u901f\u6f2b\u753b\u751f\u6210\u4ece\u5b9e\u9a8c\u5de5\u5177\u5411\u4ea7\u4e1a\u7ea7\u5e94\u7528\u7684\u8de8\u8d8a\u3002\u672a\u6765\uff0c\u7814\u7a76\u65b9\u5411\u53ef\u6269\u5c55\u81f3\u5f69\u8272\u6f2b\u753b\u4e0e\u52a8\u753b\u751f\u6210\uff0c\u8fdb\u4e00\u6b65\u63a8\u52a8\u89c6\u89c9\u53d9\u4e8b\u6280\u672f\u7684\u666e\u60e0\u5316\u3002<\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-03-07-3\" target=\"_blank\">CVPR 2025\uff5c\u5317\u5927\u5f00\u6e90\u591a\u6a21\u6001\u9a71\u52a8\u7684\u5b9a\u5236\u5316\u6f2b\u753b\u751f\u6210\u6846\u67b6DiffSensei\uff0c\u8fd8\u67094.3\u4e07\u9875\u6f2b\u753b\u6570\u636e\u96c6<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:CVPR 2025\uff5c\u5317 [&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 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[73],"class_list":["post-39285","post","type-post","status-publish","format-standard","hentry","category-news","tag-73"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>CVPR 2025\uff5c\u5317\u5927\u5f00\u6e90\u591a\u6a21\u6001\u9a71\u52a8\u7684\u5b9a\u5236\u5316\u6f2b\u753b\u751f\u6210\u6846\u67b6DiffSensei\uff0c\u8fd8\u67094.3\u4e07\u9875\u6f2b\u753b\u6570\u636e\u96c6 - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=39285\" \/>\n<script type=\"application\/ld+json\" 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