{"id":34776,"date":"2024-12-12T20:57:50","date_gmt":"2024-12-12T12:57:50","guid":{"rendered":"https:\/\/17aitech.com\/?p=34776"},"modified":"2024-12-12T20:57:50","modified_gmt":"2024-12-12T12:57:50","slug":"eccv-2024%ef%bd%9c%e6%98%af%e7%9c%9f%e7%9c%8b%e5%88%b0%e4%ba%86%ef%bc%8c%e8%bf%98%e6%98%af%e4%bb%a5%e4%b8%ba%e8%87%aa%e5%b7%b1%e7%9c%8b%e5%88%b0%e4%ba%86%ef%bc%9f%e5%a4%9a%e6%a8%a1%e6%80%81%e5%a4%a7","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=34776","title":{"rendered":"ECCV 2024\uff5c\u662f\u771f\u770b\u5230\u4e86\uff0c\u8fd8\u662f\u4ee5\u4e3a\u81ea\u5df1\u770b\u5230\u4e86\uff1f\u591a\u6a21\u6001\u5927\u6a21\u578b\u5bf9\u6587\u672c\u9884\u8bad\u7ec3\u77e5\u8bc6\u7684\u8fc7\u5ea6\u4f9d\u8d56\u8be5\u89e3\u51b3\u4e86"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-07-27\" target=\"_blank\">ECCV 2024\uff5c\u662f\u771f\u770b\u5230\u4e86\uff0c\u8fd8\u662f\u4ee5\u4e3a\u81ea\u5df1\u770b\u5230\u4e86\uff1f\u591a\u6a21\u6001\u5927\u6a21\u578b\u5bf9\u6587\u672c\u9884\u8bad\u7ec3\u77e5\u8bc6\u7684\u8fc7\u5ea6\u4f9d\u8d56\u8be5\u89e3\u51b3\u4e86<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-a4161f655354f54be284b9873fb42714.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-a4161f655354f54be284b9873fb42714.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\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\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>\u672c\u6587\u7b2c\u4e00\u4f5c\u8005\u76ae\u4ec1\u6770\u662f\u9999\u6e2f\u79d1\u6280\u5927\u5b66\u4e09\u5e74\u7ea7\u535a\u58eb\u751f\uff0c\u5e08\u4ece\u5f20\u6f7c\u6559\u6388\u548c\u5468\u6653\u65b9\u6559\u6388\u3002\u6b64\u524d\u83b7\u5f97\u9999\u6e2f\u5927\u5b66\u8ba1\u7b97\u673a\u5de5\u7a0b\u5b66\u58eb\u5b66\u4f4d\u3002\u7814\u7a76\u5174\u8da3\u4e3a\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u4ee5\u6570\u636e\u4e3a\u4e2d\u5fc3\u7684\u4eba\u5de5\u667a\u80fd\uff0c\u4ee5\u53ca\u81ea\u52a8\u5316\u673a\u5668\u5b66\u4e60\u3002<\/strong><\/section>\n<p>\u968f\u7740\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u7684\u8fdb\u6b65\uff0c\u591a\u6a21\u6001\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08MLLMs\uff09\u8fc5\u901f\u53d1\u5c55\u3002\u5b83\u4eec\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u89c6\u89c9\u7f16\u7801\u5668\u5904\u7406\u56fe\u50cf\uff0c\u5e76\u5c06\u56fe\u50cf\u4e0e\u6587\u672c\u4fe1\u606f\u4e00\u540c\u4f5c\u4e3a Token \u5d4c\u5165\u8f93\u5165\u81f3 LLMs\uff0c\u4ece\u800c\u6269\u5c55\u4e86\u6a21\u578b\u5904\u7406\u56fe\u50cf\u8f93\u5165\u7684\u5bf9\u8bdd\u80fd\u529b\u3002\u8fd9\u79cd\u80fd\u529b\u7684\u63d0\u5347\u4e3a\u81ea\u52a8\u9a7e\u9a76\u548c\u533b\u7597\u52a9\u624b\u7b49\u591a\u79cd\u6f5c\u5728\u5e94\u7528\u9886\u57df\u5e26\u6765\u4e86\u53ef\u80fd\u6027\u3002<\/p>\n<section>\u5c3d\u7ba1 MLLMs \u5177\u6709\u51fa\u8272\u7684\u56fe\u6587\u7406\u89e3\u80fd\u529b\uff0c\u4f46\u5b83\u4eec\u4ecd\u7136\u4f1a\u51fa\u73b0\u9519\u8bef\u6216\u5e7b\u89c9\uff0c\u751f\u6210\u4e0e\u8f93\u5165\u56fe\u50cf\u4e0d\u76f8\u7b26\u7684\u76f8\u5e94\uff0c\u4f8b\u5982\u56de\u7b54\u4e0d\u5b58\u5728\u7684\u5bf9\u8c61\u6216\u9519\u8bef\u8bc6\u522b\u5c5e\u6027\u7b49\u3002\u6211\u4eec\u8ba4\u4e3a\u591a\u6a21\u6001\u5927\u6a21\u578b\u5728\u4e0d\u540c\u8bad\u7ec3\u9636\u6bb5\u7684\u6570\u636e\u91cf\u548c\u8bad\u7ec3\u65f6\u95f4\u7684\u4e0d\u5e73\u8861\u662f\u4ea7\u751f\u8fd9\u7c7b\u504f\u89c1\u7684\u4e3b\u8981\u539f\u56e0\u4e4b\u4e00\u3002\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u8bed\u8a00\u6a21\u5757\u5f80\u5f80\u4f7f\u7528\u4e86\u6d77\u91cf\u7684\u6587\u672c\u6570\u636e\u8fdb\u884c\u9884\u8bad\u7ec3\uff0c\u800c\u6a21\u6001\u5bf9\u9f50\u9636\u6bb5\u5219\u4f7f\u7528\u66f4\u5c0f\u7684\u6570\u636e\u89c4\u6a21\u548c\u66f4\u77ed\u7684\u8bad\u7ec3\u65f6\u95f4\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u89e3\u51b3\u4e0a\u8ff0\u95ee\u9898\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u504f\u597d\u5bf9\u9f50\u65b9\u6cd5 &#8211;Bootstrapped Preference Optimization\uff08BPO\uff09\uff0c\u80fd\u5728\u7f13\u89e3\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u5e7b\u89c9\u73b0\u8c61\u7684\u540c\u65f6\u63d0\u5347\u6a21\u578b\u7684\u89c6\u89c9\u7406\u89e3\u80fd\u529b\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-e1908f85580ca0be9b4d101354c94b34.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-e1908f85580ca0be9b4d101354c94b34.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aStrengthening Multimodal Large Language Model with Bootstrapped Preference Optimization<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2403.08730<\/section>\n<\/li>\n<li>\n<section>\u4ee3\u7801\u94fe\u63a5\uff1ahttps:\/\/github.com\/pipilurj\/bootstrapped-preference-optimization-BPO-<\/section>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-ab71ae3d731038febc106200dcde4227.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-ab71ae3d731038febc106200dcde4227.png\"><\/a><\/p>\n<section>\u5177\u4f53\u6765\u8bb2\uff0c\u6211\u4eec\u8bbe\u8ba1\u4e86\u4e24\u79cd\u65b9\u6cd5\u53bb\u81ea\u52a8\u6784\u5efa\u504f\u597d\u5b66\u4e60\u7684\u8d1f\u6837\u672c\uff0c\u4f7f\u5f97\u591a\u6a21\u6001\u6a21\u578b\u5bf9\u4e0e\u8bad\u7ec3\u7684\u8fc7\u5ea6\u4f9d\u8d56\u66b4\u9732\u51fa\u6765\u3002\u4e4b\u540e\uff0c\u6211\u4eec\u7528\u539f\u672c\u7684\u6570\u636e\u6807\u6ce8\u5f53\u4f5c\u6b63\u6837\u672c\uff0c\u5bf9\u591a\u6a21\u6001\u6a21\u578b\u8fdb\u884c\u504f\u597d\u5fae\u8c03\u3002\u603b\u7684\u6765\u8bf4\uff0c\u6211\u4eec\u7684\u4e3b\u8981\u8d21\u732e\u6709\uff1a<\/section>\n<section>\u00a0<\/section>\n<section>1. \u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684\u89c6\u89d2\uff0c\u5c06\u591a\u6a21\u6001\u5bf9\u9f50\u95ee\u9898\u8f6c\u5316\u4e3a\u504f\u597d\u5b66\u4e60\u4efb\u52a1\uff0c\u5176\u4e2d\u9884\u8bad\u7ec3\u504f\u89c1\u548c\u89c6\u89c9\u7406\u89e3\u80fd\u529b\u88ab\u89c6\u4e3a\u65e7\u7684\u548c\u65b0\u7684\u504f\u597d\uff1b<\/section>\n<section><\/section>\n<section>2. \u6211\u4eec\u4ecb\u7ecd\u4e86\u4e00\u79cd\u81ea\u52a8\u5316\u6784\u5efa\u5927\u89c4\u6a21\u504f\u597d\u6570\u636e\u96c6\u7684\u65b9\u6cd5\u3002\u901a\u8fc7\u8be5\u65b9\u6cd5\u80fd\u6784\u9020\u51fa\u5927\u91cf\u5e26\u6709\u9884\u8bad\u7ec3\u504f\u89c1\u4fe1\u606f\u7684\u8d1f\u9762\u6837\u672c\uff1b<\/section>\n<section><\/section>\n<section>3. \u5728\u5927\u91cf\u5b9e\u9a8c\u4e0a\u8bc1\u660e\u4e86\u6211\u4eec\u7684\u65b9\u6cd5\u80fd\u6709\u6548\u5730\u63d0\u5347\u591a\u6a21\u6001\u5927\u6a21\u578b\u5bf9\u4e8e\u56fe\u50cf\u7684\u8ba4\u77e5\u80fd\u529b\uff0c\u8bad\u7ec3\u540e\u7684\u6a21\u578b\u5728\u591a\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u6027\u80fd\u5f97\u5230\u63d0\u5347\u3002<\/section>\n<section>\u00a0<\/section>\n<section><strong>\u53ef\u6269\u5c55\u7684\u504f\u597d\u6570\u636e\u96c6\u6784\u5efa<\/strong><\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e\u504f\u597d\u6570\u636e\u96c6\u7684\u6b63\u9762\u6837\u672c\uff0c\u5df2\u7ecf\u6709\u8bb8\u591a\u4e3a\u76d1\u7763\u5fae\u8c03\u800c\u8bbe\u8ba1\u7684\u73b0\u6210\u6570\u636e\u96c6\uff0c\u4f8b\u5982\u901a\u8fc7 LlaVA \u548c MiniGPT4 \u751f\u6210\u7684\u9ad8\u8d28\u91cf\u6807\u6ce8\u95ee\u7b54\u6570\u636e\u3001ShareGPTV \u5229\u7528\u5f3a\u5927\u7684 GPT4-V \u4f5c\u4e3a\u5de5\u5177\u4e3a\u56fe\u50cf\u751f\u6210\u9ad8\u8d28\u91cf\u6807\u9898\u3002\u6211\u4eec\u5c06\u8fd9\u4e9b\u5df2\u6807\u6ce8\u5b8c\u6210\u7684\u516c\u5f00\u6570\u636e\u96c6\u4f5c\u4e3a\u504f\u597d\u6570\u636e\u96c6\u4e2d\u7684\u6b63\u9762\u54cd\u5e94\uff0c\u5728\u4fdd\u8bc1\u9ad8\u8d28\u91cf\u6570\u636e\u5bf9\u7684\u540c\u65f6\u907f\u514d\u4e86\u6602\u8d35\u7684\u4eba\u5de5\u6807\u6ce8\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u80fd\u6536\u96c6\u5230\u80fd\u53cd\u6620\u9884\u8bad\u7ec3\u504f\u89c1\u7684\u8d1f\u9762\u54cd\u5e94\u6570\u636e\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e24\u79cd\u65b9\u6cd5\u3002<\/section>\n<section><\/section>\n<section>a. \u5f31\u5316\u56fe\u50cf\u63d0\u793a\uff1a\u6211\u4eec\u7ed9\u504f\u597d\u6570\u636e\u96c6\u4e2d\u7684\u56fe\u7247\u6570\u636e\u52a0\u4e0a\u566a\u58f0\uff0c\u4ee5\u6b64\u7834\u574f\u56fe\u50cf\u7279\u5f81\uff0c\u4f7f\u591a\u6a21\u6001\u5927\u6a21\u578b\u5728\u56de\u7b54\u65f6\u66f4\u503e\u5411\u539f\u59cb\u7684\u9884\u8bad\u7ec3\u5206\u5e03\uff0c\u7531\u6b64\u4ea7\u751f\u7684\u9519\u8bef\u54cd\u5e94\u4f1a\u5305\u542b LLM \u6a21\u5757\u7684\u56fa\u6709\u504f\u89c1\u3002\u4ece\u56fe\u4e2d\u53ef\u4ee5\u770b\u5230\uff0c\u6211\u4eec\u901a\u8fc7\u50cf\u56fe\u7247\u4e2d\u52a0\u5165\u4e0d\u540c\u7a0b\u5ea6\u7684\u566a\u58f0\uff0c\u6b63\u786e\u7b54\u6848\u51fa\u73b0\u7684\u6982\u7387\u5c31\u8d8a\u5c0f\uff0c\u5e26\u6709\u9884\u8bad\u7ec3\u504f\u89c1\u7684\u7b54\u6848\u51fa\u73b0\u7684\u6982\u7387\u4e5f\u5c31\u8d8a\u5927\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3d4b2170a7155137bc09f9507708a136.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-3d4b2170a7155137bc09f9507708a136.png\"><\/a><\/p>\n<section>b. \u9519\u8bef\u6ce8\u5165\uff1a\u6211\u4eec\u8981\u6c42\u591a\u6a21\u6001\u5927\u6a21\u578b\u5bf9\u5e94\u7684\u5927\u8bed\u8a00\u6a21\u578b\u76f4\u63a5\u6539\u5199\u54cd\u5e94\uff0c\u8981\u6c42\u6a21\u578b\u751f\u6210\u4e0e\u7b54\u6848\u76f8\u8fd1\u4f46\u4e0d\u5b8c\u5168\u4e00\u6837\u7684\u9519\u8bef\u56de\u7b54\u3002<\/section>\n<section>\u00a0<\/section>\n<section>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u91c7\u7528\u76f4\u63a5\u504f\u597d\u4f18\u5316\uff08DPO\uff09\u5bf9\u591a\u6a21\u6001\u6a21\u578b\u8fdb\u884c\u4f18\u5316\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-8529acf878831137b9c33f5e676d8aec.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-8529acf878831137b9c33f5e676d8aec.png\"><\/a><\/p>\n<section><strong>\u5b9e\u9a8c\u8bc4\u4f30<\/strong><\/section>\n<section><\/section>\n<section>\u6211\u4eec\u91c7\u7528\u7ecf\u8fc7 BPO \u5fae\u8c03\u8fc7\u540e\u7684 LLaVA \u6a21\u578b\uff08LLaVA-7B-BPO \u548c LLaVA-13B-BPO\uff09\u5728 MM-Vet\uff0cLLaVA-Wild \u548c Object HalBench \u4e0a\u6d4b\u8bd5\u3002MM-Vet \u548c LlaVA-Bench \u662f\u4e13\u95e8\u7528\u6765\u8861\u91cf\u6a21\u578b\u7efc\u5408\u80fd\u529b\u7684\u699c\u5355\uff0cObject HalBench \u5219\u662f\u8bc4\u4f30\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u89c6\u89c9\u53ef\u4fe1\u5ea6\u3002<\/section>\n<section><\/section>\n<section>\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u7ecf\u8fc7 BPO \u5fae\u8c03\u540e\u7684\u6a21\u578b\u5728\u4e09\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u699c\u5355\u7684\u6240\u6709\u4efb\u52a1\u4e2d\u5747\u53d6\u5f97\u9886\u5148\u3002\u5728\u5927\u591a\u6570\u4efb\u52a1\u4e0a\uff0cLLaVA-7B-BPO 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