{"id":34949,"date":"2024-12-15T17:58:59","date_gmt":"2024-12-15T09:58:59","guid":{"rendered":"https:\/\/17aitech.com\/?p=34949"},"modified":"2024-12-15T17:58:59","modified_gmt":"2024-12-15T09:58:59","slug":"ai%e7%94%bb%e5%ae%b6%e7%9a%84%e3%80%8c%e6%bb%91%e9%93%81%e5%8d%a2%e3%80%8d%ef%bc%9a%e4%b8%ba%e4%bb%80%e4%b9%88%e5%86%b0%e5%8f%af%e4%b9%90%e4%b8%8d%e6%84%bf%e6%84%8f%e4%bd%8f%e8%bf%9b%e8%8c%b6%e6%9d%af","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=34949","title":{"rendered":"AI\u753b\u5bb6\u7684\u300c\u6ed1\u94c1\u5362\u300d\uff1a\u4e3a\u4ec0\u4e48\u51b0\u53ef\u4e50\u4e0d\u613f\u610f\u4f4f\u8fdb\u8336\u676f\u91cc\uff1f"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-06-11\" target=\"_blank\">AI\u753b\u5bb6\u7684\u300c\u6ed1\u94c1\u5362\u300d\uff1a\u4e3a\u4ec0\u4e48\u51b0\u53ef\u4e50\u4e0d\u613f\u610f\u4f4f\u8fdb\u8336\u676f\u91cc\uff1f<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-4ea84f00dd10adb6709892e5cc6ec03e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-4ea84f00dd10adb6709892e5cc6ec03e.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<section><\/section>\n<section><strong>\u6587\u7ae0\u7684\u7b2c\u4e00\u4f5c\u8005\u662f\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u535a\u58eb\u7814\u7a76\u751f\u8d75\u5cfb\u56fe\uff08\u4e3b\u9875\uff1ahttps:\/\/juntuzhao.run\uff09\uff0c\u4ed6\u7684\u7814\u7a76\u65b9\u5411\u5305\u62ec<mark data-type=\"tech_tasks\" data-id=\"6e614199-9e49-450e-9078-61fb2b122da9\">\u8ba1\u7b97\u673a\u89c6\u89c9<\/mark>\u548c<mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u8d4b\u80fd\u7684\u751f\u547d\u79d1\u5b66\u3002\u6b64\u5916\uff0c\u4ed6\u8fd8\u62c5\u4efb\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u6821\u7530\u5f84\u961f\u961f\u957f\u3002\u6587\u7ae0\u7684\u901a\u8baf\u4f5c\u8005\u4e3a\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u957f\u8058\u6559\u8f68\u52a9\u7406\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\u738b\u5fb7\u6cc9\uff08\u4e3b\u9875\uff1ahttps:\/\/dequan.wang\uff09\u3002<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-1700e54db16f568c596f5bc99cc76c41.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-1700e54db16f568c596f5bc99cc76c41.png\"><\/a><\/p>\n<section>\u8bbe\u60f3\u4e00\u4e0b\uff0c\u5982\u679c\u8ba9\u4f60\u753b\u4e00\u5e45 \u201c\u8336\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\u201d \u7684\u56fe\u7247\uff0c\u5c3d\u7ba1\u8336\u676f\u4e0e\u51b0\u53ef\u4e50\u7684\u7ec4\u5408\u53ef\u80fd\u5e76\u4e0d\u6070\u5f53\uff0c\u4f60\u4ecd\u7136\u4f1a\u5f88\u81ea\u7136\u5730\u5148\u753b\u51fa\u4e00\u4e2a\u8336\u676f\uff0c\u7136\u540e\u753b\u4e0a\u51b0\u5757\u4e0e\u53ef\u4e50\u3002\u90a3\u4e48\uff0c\u5f53\u6211\u4eec\u7ed9 AI \u753b\u5bb6\u63d0\u51fa \u201c\u753b\u51fa\u8336\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\u201d \u7684\u8981\u6c42\u65f6\uff0c\u4f1a\u53d1\u751f\u4ec0\u4e48\u5462\uff1f\u5728 2023 \u5e74 10 \u6708\u5927\u89c4\u6a21 AI <mark data-type=\"tech_tasks\" data-id=\"ba1ea8a1-a705-4f89-8348-ec71bae840dc\">\u56fe\u50cf\u751f\u6210<\/mark>\u6a21\u578b\u521a\u521a\u5174\u8d77\u65f6\uff0c\u6211\u4eec\u4fbf\u8fdb\u884c\u4e86\u8fd9\u79cd\u5c1d\u8bd5\uff0c\u5f97\u5230\u4e86\u4ee5\u4e0b\u7ed3\u679c\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c9dd62f8f67023428a6b28a65e6c87ad.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c9dd62f8f67023428a6b28a65e6c87ad.png\"><\/a><\/p>\n<section>\u8003\u8651\u5230 AI \u6a21\u578b\u66f4\u65b0\u6362\u4ee3\u5e26\u6765\u7684\u6027\u80fd\u63d0\u5347\uff0c\u6211\u4eec\u5728 2024 \u5e74 7 \u6708\u53c8\u4f7f\u7528\u4e86\u6700\u5148\u8fdb\u7684\u6a21\u578b\u8fdb\u884c\u4e86\u540c\u6837\u7684\u5c1d\u8bd5\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-a83f4bb2325c9a792ee8abf8845dfb69.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-a83f4bb2325c9a792ee8abf8845dfb69.png\"><\/a><\/p>\n<section>\u53ef\u4ee5\u770b\u51fa\uff0c\u5373\u4f7f\u662f\u6700\u5148\u8fdb\u7684 AI \u753b\u5bb6\uff08\u4f8b\u5982 Dall\u30fbE 3\uff09\uff0c\u4e5f\u65e0\u6cd5\u51ed\u7a7a\u6784\u5efa \u201c\u8336\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\u201d \u7684\u573a\u666f\uff0c\u5b83\u4eec\u5f80\u5f80\u4f1a\u6478\u4e0d\u7740\u5934\u8111\uff0c\u7ea0\u7ed3\u826f\u4e45\u540e\u753b\u51fa\u4e00\u4e2a\u88c5\u6ee1\u51b0\u53ef\u4e50\u7684\u900f\u660e\u73bb\u7483\u676f\u3002\u5373\u4f7f\u662f\u62e5\u6709\u6602\u8d35\u6570\u636e\u6807\u6ce8\u57fa\u7840\u4ee5\u53ca ChatGPT-4 \u52a0\u6301\u4e0b\u7684\u6700\u65b0 Dall\u30fbE 3 \u4e5f\u65e0\u6cd5\u7a33\u5b9a\u5730 \u201c\u5c06\u51b0\u53ef\u4e50\u88c5\u8fdb\u8336\u676f\u91cc\u201d\uff0c\u8fd9\u4e00\u95ee\u9898\u5728\u5b66\u672f\u754c\u88ab\u5f52\u7c7b\u4e3a\u6587\u751f\u56fe\u6a21\u578b\u7684\u6587\u672c\u56fe\u50cf\u4e0d\u5bf9\u9f50\u95ee\u9898\uff08text-image misalignment\uff09\u3002\u6700\u8fd1\uff0c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u738b\u5fb7\u6cc9\u8001\u5e08\u8bfe\u9898\u7ec4\u5728\u8bba\u6587\u300aLost in Translation: Latent Concept Misalignment in Text-to-Image Diffusion Models\u300b\u4e2d\u6df1\u5165\u63a2\u7d22\u4e86\u8fd9\u4e00\u95ee\u9898\u7684\u65b0\u5206\u652f\uff0c\u8be5\u8bba\u6587\u5373\u5c06\u53d1\u8868\u5728 2024 \u5e74 10 \u6708\u4efd\u7684\u7b2c 18 \u5c4a\u6b27\u6d32<mark data-type=\"tech_tasks\" data-id=\"6e614199-9e49-450e-9078-61fb2b122da9\">\u8ba1\u7b97\u673a\u89c6\u89c9<\/mark>\u5927\u4f1a\uff08ECCV\uff09\u4e0a\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-e6779ce75751059223e516aafd64d336.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-e6779ce75751059223e516aafd64d336.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2408.00230<\/section>\n<\/li>\n<li>\n<section>\u9879\u76ee\u94fe\u63a5\uff1ahttps:\/\/lcmis.github.io<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u6587\u672c\u56fe\u50cf\u4e0d\u5bf9\u9f50\u95ee\u9898\u662f<mark data-type=\"tech_tasks\" data-id=\"ba1ea8a1-a705-4f89-8348-ec71bae840dc\">\u56fe\u50cf\u751f\u6210<\/mark>\u9886\u57df\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u65b9\u5411\uff0c\u4e0e\u4f20\u7edf\u4e0d\u5bf9\u9f50\u95ee\u9898\u4e0d\u540c\u7684\u662f\uff0c\u5728\u4f20\u7edf\u4e0d\u5bf9\u9f50\u95ee\u9898\u4e2d\uff0c\u4eba\u4eec\u4e3b\u8981\u5173\u6ce8\u7684\u662f\u4e00\u7ec4\u6982\u5ff5\u5bf9\u4e2d\u4e24\u4e2a\u6982\u5ff5\u7684\u76f8\u4e92\u5f71\u54cd\uff0c\u4f8b\u5982\u7ed9\u5b9a \u201c\u4e00\u4e2a\u82f9\u679c\u548c\u4e00\u4e2a\u68a8\u201d \u7684\u9700\u6c42\uff0c\u5f97\u5230\u7684\u56fe\u50cf\u8981\u4e48\u662f\u4e24\u4e2a\u82f9\u679c\uff0c\u8981\u4e48\u662f\u4e24\u4e2a\u68a8\uff0c\u4e0d\u4f1a\u51fa\u73b0\u7b2c\u4e09\u79cd\u6982\u5ff5\u3002\u800c\u5728 \u201c\u8336\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\u201d \u8fd9\u4e00\u4f8b\u5b50\u4e2d\uff0c\u6709\u4e00\u4e2a\u5173\u952e\u7684\u9690\u85cf\u53d8\u91cf \u201c\u900f\u660e\u73bb\u7483\u676f\u201d\uff0c\u5176\u4ece\u672a\u5728\u6587\u672c\u63d0\u793a\u4e2d\u51fa\u73b0\uff0c\u5374\u66ff\u4ee3 \u201c\u8336\u676f\u201d \u51fa\u73b0\u5728\u4e86\u56fe\u50cf\u4e2d\u3002\u8fd9\u79cd\u73b0\u8c61\u5728\u672c\u6587\u4e2d\u88ab\u79f0\u4e3a\u5305\u542b\u9690\u85cf\u53d8\u91cf\u7684\u4e0d\u5bf9\u9f50\u95ee\u9898\uff08Latent Concept Misalignment\uff0c\u7b80\u79f0 LC-Mis\uff09\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u66f4\u6df1\u5165\u5730\u63a2\u7d22\u4e3a\u4ec0\u4e48\u8336\u676f\u4f1a\u6d88\u5931\u5728\u56fe\u50cf\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u5e0c\u671b\u6536\u96c6\u4e00\u4e9b\u4e0e \u201c\u8336\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\u201d \u5b58\u5728\u76f8\u4f3c\u95ee\u9898\u7684\u6570\u636e\u3002\u7136\u800c\uff0c\u201c\u8336\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\u201d \u95ee\u9898\u6e90\u4e8e\u4eba\u7c7b\u7684\u5947\u601d\u5999\u60f3\u4e0e AI \u7684\u6b7b\u8bb0\u786c\u80cc\u4e4b\u95f4\u7684\u51b2\u7a81\uff0c\u5982\u679c\u4ec5\u4f9d\u9760\u4eba\u7c7b\u4e13\u5bb6\u51a5\u601d\u82e6\u60f3\u6765\u521b\u9020\u65b0\u7684\u6982\u5ff5\u5bf9\uff0c\u6548\u7387\u5c06\u4f1a\u975e\u5e38\u4f4e\u4e0b\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u57fa\u4e8e\u5927<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\uff08LLMs\uff09\u7684\u7cfb\u7edf\uff0c\u5229\u7528 LLMs \u4f53\u5185\u8574\u542b\u7684\u4eba\u7c7b\u601d\u7ef4\u6765\u5e2e\u52a9\u6211\u4eec\u5feb\u901f\u6536\u96c6\u4e0e \u201c\u8336\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\u201d \u5b58\u5728\u7c7b\u4f3c\u95ee\u9898\u7684\u6982\u5ff5\u5bf9\u3002\u5728\u8fd9\u4e2a\u7cfb\u7edf\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u5411 LLMs \u89e3\u91ca \u201c\u8336\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\u201d \u95ee\u9898\u80cc\u540e\u7684<mark data-type=\"concepts\" data-id=\"95a97f4b-79d2-4bbc-91ae-300f074dff9f\">\u903b\u8f91<\/mark>\uff0c\u7136\u540e\u7b80\u5355\u5730\u5c06\u8fd9\u4e00\u95ee\u9898\u5212\u5206\u4e3a\u51e0\u4e2a\u7c7b\u522b\uff0c\u8ba9 LLMs \u6309\u7167\u4e0d\u540c\u7c7b\u522b\u7684<mark data-type=\"concepts\" data-id=\"95a97f4b-79d2-4bbc-91ae-300f074dff9f\">\u903b\u8f91<\/mark>\u751f\u6210\u66f4\u591a\u7684\u7c7b\u522b\u548c\u6982\u5ff5\u5bf9\uff0c\u6700\u540e\u6211\u4eec\u4f7f\u7528\u6587\u751f\u56fe\u6a21\u578b\u6765\u7ed8\u5236\u56fe\u50cf\u8fdb\u884c\u68c0\u67e5\u3002\u7136\u800c\uff0c\u6211\u4eec\u5728\u540e\u7eed\u5b9e\u9a8c\u4e2d\u53d1\u73b0\uff0c\u73b0\u6709\u7684\u81ea\u52a8\u5316\u8bc4\u4ef7\u6307\u6807\u5728 \u201c\u8336\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\u201d \u8fd9\u4e00\u65b0\u95ee\u9898\u4e0a\u5b58\u5728\u4e00\u5b9a\u7f3a\u9677\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u53ea\u80fd\u91c7\u7528\u4eba\u5de5\u8bc4\u4f30\u7684\u65b9\u5f0f\uff0c\u6211\u4eec\u5bf9\u6bcf\u7ec4\u6982\u5ff5\u5bf9\u751f\u6210 20 \u5f20\u56fe\u50cf\uff0c\u5e76\u6839\u636e\u8fd9 20 \u5f20\u56fe\u4e2d\u6b63\u786e\u753b\u51fa\u7684\u6570\u91cf\u4e3a\u8fd9\u7ec4\u6982\u5ff5\u5bf9\u7ed9\u4e88 1 \u81f3 5 \u7684\u8bc4\u7ea7\uff0c\u5176\u4e2d\u7b2c 5 \u7ea7\u8868\u793a\u6240\u6709 20 \u5f20\u56fe\u50cf\u5747\u672a\u80fd\u6b63\u786e\u751f\u6210\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u627e\u56de\u56fe\u50cf\u4e2d\u7684\u8336\u676f\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u540d\u4e3a Mixture of Concept Experts (MoCE) \u7684\u65b9\u6cd5\u3002\u6211\u4eec\u8ba4\u4e3a\uff0c\u5982\u679c\u4e0d\u4ece\u4eba\u7c7b\u5904\u7406\u95ee\u9898\u7684\u89d2\u5ea6\u6765\u8fdb\u884c\u601d\u8003\uff0c\u90a3\u4e48<mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u7684\u4e00\u5207\u90fd\u662f\u6beb\u65e0\u9053\u7406\u7684\u3002\u5728\u5f53\u4eca\u6700\u706b\u70ed\u7684\u6587\u751f\u56fe\u6a21\u578b diffusion models \u4e2d\uff0c<mark data-type=\"tech_methods\" data-id=\"60bee267-89dc-4606-ba24-6b3f7d1f6189\">\u6ce8\u610f\u529b\u673a\u5236<\/mark>\u4f1a\u540c\u65f6\u5904\u7406\u6587\u672c\u63d0\u793a\u4e2d\u7684\u53ef\u4e50\u4e0e\u8336\u676f\uff0c\u4f46\u8fd9\u5e76\u4e0d\u7b26\u5408\u4eba\u7c7b\u6309\u7167\u6982\u5ff5\u987a\u5e8f\u4f5c\u753b\u7684\u89c4\u5f8b\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5c06\u987a\u5e8f\u4f5c\u753b\u7684\u89c4\u5f8b\u878d\u5165\u5230 diffusion models \u7684\u591a\u6b65\u91c7\u6837\u8fc7\u7a0b\u4e2d\uff0c\u6210\u529f\u5730\u5c06\u6d88\u5931\u7684\u8336\u676f\u627e\u4e86\u56de\u6765\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-80b8bf439fc3919384810c67ff608e29.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-80b8bf439fc3919384810c67ff608e29.png\"><\/a><\/p>\n<section>\u5177\u4f53\u6765\u8bf4\uff0cLLMs \u4f1a\u9996\u5148\u544a\u8bc9\u6211\u4eec\u5e94\u8be5\u5148\u753b\u4e00\u4e2a\u8336\u676f\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u8336\u676f\u8fd9\u4e00\u6982\u5ff5\u5355\u72ec\u8f93\u5165\u7ed9 diffusion models\uff0c\u5b8c\u6210 T-N \u6b65\u7684\u91c7\u6837\u3002\u800c\u5728\u4f59\u4e0b\u7684 N \u6b65\u91c7\u6837\u4e2d\uff0c\u518d\u63d0\u4f9b\u5b8c\u6574\u7684\u6587\u672c\u63d0\u793a\uff0c\u201c\u8336\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\u201d\uff0c\u6700\u7ec8\u751f\u6210\u4e00\u5f20\u5e72\u51c0\u7684\u56fe\u50cf\u3002\u5728\u6b64\u8fc7\u7a0b\u4e2d\uff0cN \u8d77\u5230\u4e86\u81f3\u5173\u91cd\u8981\u7684\u4f5c\u7528\uff0c\u56e0\u4e3a\u5b83\u51b3\u5b9a\u4e86\u4e3a \u201c\u8336\u676f\u201d \u5206\u914d\u7684\u91c7\u6837\u6b65\u6570\u3002\u4e8e\u662f\uff0c\u6211\u4eec\u4f7f\u7528\u4e00\u4e2a\u591a\u6a21\u6001\u6a21\u578b\u6765\u8861\u91cf\u56fe\u50cf\u4e0e\u8336\u676f\u4ee5\u53ca\u51b0\u53ef\u4e50\u7684\u5951\u5408\u5ea6\u8bc4\u5206\u3002\u5f53\u56fe\u50cf\u548c\u4e24\u4e2a\u6982\u5ff5\u7684\u8bc4\u5206\u4e4b\u95f4\u76f8\u5dee\u5f88\u5927\u65f6\uff0c\u8bf4\u660e\u6709\u4e00\u4e2a\u6982\u5ff5\u5f88\u53ef\u80fd\u88ab\u6a21\u578b\u5ffd\u7565\u4e86\uff0c\u4e8e\u662f\u5c31\u9700\u8981\u76f8\u5e94\u5730\u8c03\u6574 N \u7684\u53d6\u503c\u3002\u7531\u4e8e N \u7684\u53d6\u503c\u4e0e\u6982\u5ff5\u5728\u56fe\u4e2d\u51fa\u73b0\u6982\u7387\u4e4b\u95f4\u7684\u5173\u7cfb\u662f\u6b63\u76f8\u5173\u7684\uff0c\u56e0\u6b64\u8fd9\u4e00\u8c03\u6574\u8fc7\u7a0b\u662f\u7531\u4e8c\u5206\u67e5\u627e\u6765\u5b8c\u6210\u7684\u3002<\/section>\n<section><\/section>\n<section>\u6700\u540e\uff0c\u6211\u4eec\u4f7f\u7528 MoCE \u4ee5\u53ca\u5404\u79cd baseline \u6a21\u578b\u5728\u6536\u96c6\u5230\u7684\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u4e86\u5e7f\u6cdb\u7684\u5b9e\u9a8c\uff0c\u5e76\u5c55\u793a\u4e86\u4ee5 \u201c\u8336\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\u201d \u4e3a\u9996\u7684\u53ef\u89c6\u5316\u4fee\u590d\u7ed3\u679c\uff0c\u4ee5\u53ca\u5728\u6574\u4e2a\u6570\u636e\u96c6\u4e0a\u4eba\u7c7b\u4e13\u5bb6\u8bc4\u4f30\u7684\u7ed3\u679c\u5bf9\u6bd4\u3002\u548c\u51e0\u79cd baseline \u6a21\u578b\u76f8\u6bd4\uff0c\u6211\u4eec\u63d0\u51fa\u7684 MoCE \u65b9\u6cd5\u663e\u8457\u5730\u964d\u4f4e\u4e86\u7b2c 5 \u7ea7 LC-Mis \u6982\u5ff5\u5bf9\u7684\u5360\u6bd4\u3002\u53e6\u5916\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cMoCE \u7684\u6027\u80fd\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u751a\u81f3\u8d85\u8d8a\u4e86\u9700\u8981\u5927\u91cf\u6570\u636e\u6807\u6ce8\u6210\u672c\u7684 Dall\u30fbE 3\uff082023 \u5e74 10 \u6708\u7248\u672c\uff09\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-15e2c30fd41830a575b5e3a500a29c48.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-15e2c30fd41830a575b5e3a500a29c48.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-6b9202ae3d0576b031fc00ec6d55e24e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-6b9202ae3d0576b031fc00ec6d55e24e.png\"><\/a><\/p>\n<section>\u6b64\u5916\uff0c\u6b63\u5982\u5728\u4e0a\u6587\u4e2d\u63d0\u5230\u7684\uff0c\u73b0\u6709\u7684\u81ea\u52a8\u5316\u8bc4\u4ef7\u6307\u6807\u5728 \u201c\u8336\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\u201d \u8fd9\u4e00\u65b0\u95ee\u9898\u4e0a\u5b58\u5728\u4e00\u5b9a\u7f3a\u9677\u3002\u6211\u4eec\u9996\u5148\u4ed4\u7ec6\u6311\u9009\u4e86\u4e00\u4e9b\u5e26\u628a\u7684\u900f\u660e\u73bb\u7483\u676f\u56fe\u50cf\uff0c\u5b83\u4eec\u867d\u7136\u5177\u6709\u8336\u676f\u7684\u5f62\u72b6\uff0c\u4f46\u662f\u7531\u4e8e\u5176\u900f\u660e\u73bb\u7483\u7684\u6750\u8d28\u800c\u4e0d\u80fd\u79f0\u4e4b\u4e3a\u8336\u676f\u3002\u6211\u4eec\u5c06\u8fd9\u4e9b\u56fe\u50cf\u4e0e MoCE \u751f\u6210\u7684 \u201c\u8336\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\u201d \u56fe\u50cf\u8fdb\u884c\u4e86\u5bf9\u6bd4\uff0c\u5982\u4e0b\u56fe\u6240\u793a\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-d93b8383e073405706e05afce39a6886.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-d93b8383e073405706e05afce39a6886.png\"><\/a><\/p>\n<section>\u6211\u4eec\u4f7f\u7528\u4e86\u4e24\u79cd\u5f53\u524d\u6d41\u884c\u7684\u8bc4\u4ef7\u6307\u6807\uff0cClipscore \u548c Image-Reward\uff0c\u6765\u8ba1\u7b97\u56fe\u50cf\u4e0e \u201c\u51b0\u53ef\u4e50\u201d \u4e4b\u95f4\u7684\u5951\u5408\u7a0b\u5ea6\u3002\u56fe\u50cf\u4e0e\u51b0\u53ef\u4e50\u7684\u5951\u5408\u7a0b\u5ea6\u8d8a\u9ad8\uff0c\u5f97\u5206\u5c31\u8d8a\u9ad8\u3002\u7136\u800c\uff0c\u8fd9\u4e24\u79cd\u8bc4\u4ef7\u6307\u6807\u5747\u5bf9\u8336\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\u7ed9\u4e88\u4e86\u660e\u663e\u66f4\u4f4e\u7684\u8bc4\u5206\uff0c\u800c\u5bf9\u900f\u660e\u73bb\u7483\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\u8d4b\u4e88\u4e86\u660e\u663e\u66f4\u9ad8\u7684\u8bc4\u5206\u3002\u56e0\u6b64\uff0c\u8fd9\u8868\u660e\u73b0\u6709\u7684\u81ea\u52a8\u5316\u8bc4\u4ef7\u6307\u6807\u53ef\u80fd\u65e0\u6cd5\u8bc6\u522b\u51fa\u8336\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\uff0c\u56e0\u4e3a\u5176\u6a21\u578b\u5185\u90e8\u4ecd\u5b58\u5728 \u201c\u51b0\u53ef\u4e50 = \u51b0\u5757 + \u53ef\u4e50 + \u73bb\u7483\u676f\u201d \u7684\u504f\u89c1\uff0c\u4ece\u800c\u5bfc\u81f4\u5176\u65e0\u6cd5\u6709\u6548\u53c2\u4e0e LC-Mis \u95ee\u9898\u7684\u8bc4\u4ef7\u3002<\/section>\n<section><\/section>\n<section>\u603b\u7684\u6765\u8bf4\uff0c\u6211\u4eec\u53d7\u5230 \u201c\u8336\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\u201d \u4f8b\u5b50\u7684\u542f\u53d1\uff0c\u4ecb\u7ecd\u4e86\u4e00\u79cd\u6587\u672c\u56fe\u50cf\u4e0d\u5bf9\u9f50\u95ee\u9898\u7684\u65b0\u5206\u652f\uff0c\u5373\u5305\u542b\u9690\u85cf\u6982\u5ff5\u7684\u4e0d\u5bf9\u9f50\u95ee\u9898 (LC-Mis)\u3002\u6211\u4eec\u5728\u5927<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\u548c\u6587\u751f\u56fe\u6a21\u578b\u7684\u5e2e\u52a9\u4e0b\uff0c\u5f00\u53d1\u4e86\u4e00\u4e2a\u7cfb\u7edf\u6765\u6536\u96c6 LC-Mis \u6982\u5ff5\u5bf9\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u53d7\u5230\u4eba\u7c7b\u7ed8\u753b\u89c4\u5f8b\u7684\u542f\u53d1\uff0c\u5c06\u7ed8\u753b\u987a\u5e8f\u5f15\u5165 diffusion models \u7684\u91c7\u6837\u8fc7\u7a0b\uff0c\u63d0\u51fa\u4e86 MoCE \u7684\u65b9\u6cd5\uff0c\u7f13\u89e3\u4e86 LC-Mis \u95ee\u9898\u3002\u6700\u540e\uff0c\u6211\u4eec\u8fd8\u901a\u8fc7\u4ee3\u8868\u4f8b\u5b50 \u201c\u8336\u676f\u4e2d\u7684\u51b0\u53ef\u4e50\u201d \u5c55\u793a\u4e86\u5f53\u4e0b\u6587\u672c\u56fe\u50cf\u5bf9\u9f50\u95ee\u9898\u7684\u8bc4\u4ef7\u6307\u6807\u5b58\u5728\u7684\u7f3a\u9677\u3002\u5728\u672a\u6765\u7684\u5de5\u4f5c\u4e2d\uff0c\u6211\u4eec\u5c06\u6301\u7eed\u6df1\u5165\u7814\u7a76\u751f\u6210\u5f0f AI \u6280\u672f\uff0c\u63a8\u52a8 AI \u66f4\u597d\u5730\u6ee1\u8db3\u4eba\u7c7b\u7684\u5b9e\u9645\u9700\u6c42\uff0c\u901a\u8fc7\u4e0d\u65ad\u7684\u52aa\u529b\u548c\u521b\u65b0\uff0c\u6211\u4eec\u671f\u5f85\u89c1\u8bc1 AI \u5728\u7406\u89e3\u548c\u518d\u73b0\u4eba\u7c7b\u521b\u9020\u529b\u65b9\u9762\u7684\u7a81\u7834\u3002<\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-06-11\" target=\"_blank\">AI\u753b\u5bb6\u7684\u300c\u6ed1\u94c1\u5362\u300d\uff1a\u4e3a\u4ec0\u4e48\u51b0\u53ef\u4e50\u4e0d\u613f\u610f\u4f4f\u8fdb\u8336\u676f\u91cc\uff1f<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:AI\u753b\u5bb6\u7684\u300c\u6ed1\u94c1\u5362\u300d\uff1a [&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 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