{"id":34680,"date":"2024-12-11T00:57:07","date_gmt":"2024-12-10T16:57:07","guid":{"rendered":"https:\/\/17aitech.com\/?p=34680"},"modified":"2024-12-11T00:57:07","modified_gmt":"2024-12-10T16:57:07","slug":"eccv-2024-%e8%ae%a9gpt-4%e5%9b%be%e5%83%8f%e7%90%86%e8%a7%a3%e6%9b%b4%e6%98%93%e5%87%ba%e9%94%99%ef%bc%8c%e5%85%a8%e6%96%b0%e7%ad%96%e7%95%a5%e5%a2%9e%e5%bc%bavlp%e6%a8%a1%e5%9e%8b%e5%af%b9%e6%8a%97","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=34680","title":{"rendered":"ECCV 2024 | \u8ba9GPT-4\u56fe\u50cf\u7406\u89e3\u66f4\u6613\u51fa\u9519\uff0c\u5168\u65b0\u7b56\u7565\u589e\u5f3aVLP\u6a21\u578b\u5bf9\u6297\u8fc1\u79fb\u6027"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-07-22-6\" target=\"_blank\">ECCV 2024 | \u8ba9GPT-4\u56fe\u50cf\u7406\u89e3\u66f4\u6613\u51fa\u9519\uff0c\u5168\u65b0\u7b56\u7565\u589e\u5f3aVLP\u6a21\u578b\u5bf9\u6297\u8fc1\u79fb\u6027<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-f0b7c750c9cea752e6274cb1a56e3f01.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-f0b7c750c9cea752e6274cb1a56e3f01.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>\u672c\u6587\u4f5c\u8005\u5206\u522b\u6765\u81ea\u5357\u5f00\u5927\u5b66\u3001\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u548c\u65b0\u52a0\u5761\u79d1\u6280\u5c40\u3002\u7b2c\u4e00\u4f5c\u8005\u9ad8\u68ee\u68ee\u4e3a\u5357\u5f00\u5927\u5b66\u5927\u56db\u5b66\u751f\uff0c\u6b64\u5de5\u4f5c\u4e3a\u5176\u5728\u65b0\u52a0\u5761\u79d1\u6280\u5c40\u5b9e\u4e60\u671f\u95f4\u5b8c\u6210\uff0c\u5b9e\u4e60\u5bfc\u5e08\u4e3a\u672c\u6587\u901a\u8baf\u4f5c\u8005\u90ed\u9752\u7814\u7a76\u5458\uff08\u4e3b\u9875\uff1ahttps:\/\/tsingqguo.github.io\uff09\u3002\u672c\u6587\u7684\u5171\u540c\u7b2c\u4e00\u4f5c\u8005\u548c\u5171\u540c\u901a\u8baf\u4f5c\u8005\u662f\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u7684\u52a0\u5c0f\u4fca\u535a\u540e\u7814\u7a76\u5458\uff08\u4e3b\u9875\uff1ahttps:\/\/jiaxiaojunqaq.github.io\uff09\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u9488\u5bf9\u89c6\u89c9-\u8bed\u8a00\u9884\u8bad\u7ec3\uff08Vision-Language Pretraining, VLP\uff09\u6a21\u578b\u7684\u5bf9\u6297\u653b\u51fb\uff0c\u73b0\u6709\u7684\u7814\u7a76\u5f80\u5f80\u4ec5\u5173\u6ce8\u5bf9\u6297\u8f68\u8ff9\u4e2d<mark data-type=\"concepts\" data-id=\"c7d01434-2e7f-4b7e-9322-390aad6abb12\">\u5bf9\u6297\u6837\u672c<\/mark>\u5468\u56f4\u7684\u591a\u6837\u6027\uff0c\u4f46\u8fd9\u4e9b<mark data-type=\"concepts\" data-id=\"c7d01434-2e7f-4b7e-9322-390aad6abb12\">\u5bf9\u6297\u6837\u672c<\/mark>\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u4ee3\u7406\u6a21\u578b\u751f\u6210\uff0c\u5b58\u5728\u4ee3\u7406\u6a21\u578b<mark data-type=\"concepts\" data-id=\"af836eef-be90-4143-a022-46fae3904f0e\">\u8fc7\u62df\u5408<\/mark>\u7684\u98ce\u9669\u3002<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u6211\u4eec\u5f15\u5165\u4e86<strong>\u5bf9\u6297\u8f68\u8ff9\u4ea4\u96c6\u533a\u57df<\/strong>\u7684\u6982\u5ff5\u3002\u8fd9\u4e2a\u533a\u57df\u7531\u5e72\u51c0\u6837\u672c\u3001\u5f53\u524d<mark data-type=\"concepts\" data-id=\"c7d01434-2e7f-4b7e-9322-390aad6abb12\">\u5bf9\u6297\u6837\u672c<\/mark>\u4ee5\u53ca\u4e0a\u4e00\u6b65<mark data-type=\"concepts\" data-id=\"c7d01434-2e7f-4b7e-9322-390aad6abb12\">\u5bf9\u6297\u6837\u672c<\/mark>\u6240\u6784\u6210\u7684\u4e09\u89d2\u5f62\u533a\u57df\u3002\u901a\u8fc7\u5229\u7528\u8fd9\u4e00\u533a\u57df\u7684\u591a\u6837\u6027\uff0c\u6211\u4eec\u4e0d\u4ec5\u8003\u8651\u4e86\u66f4\u52a0\u591a\u6837\u5316\u7684\u6270\u52a8\u65b9\u5411\uff0c\u8fd8\u5173\u6ce8\u4e86\u5e72\u51c0\u6837\u672c\u5468\u56f4\u7684\u5bf9\u6297\u591a\u6837\u6027\uff0c\u4ece\u800c\u63d0\u5347\u4e86<mark data-type=\"concepts\" data-id=\"c7d01434-2e7f-4b7e-9322-390aad6abb12\">\u5bf9\u6297\u6837\u672c<\/mark>\u7684\u8fc1\u79fb\u6027\u3002<\/section>\n<section><\/section>\n<section>\u672c\u7bc7\u5de5\u4f5c\u7684\u8bba\u6587\u548c\u4ee3\u7801\u5747\u5df2\u5f00\u6e90\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-17688304a38fceccbdf7e13594c63618.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-17688304a38fceccbdf7e13594c63618.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u9898\u76ee\uff1aBoosting Transferability in Vision-Language Attacks via Diversification along the Intersection Region of Adversarial Trajectory<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2403.12445<\/section>\n<\/li>\n<li>\n<section>\u4ee3\u7801\u94fe\u63a5\uff1ahttps:\/\/github.com\/SensenGao\/VLPTransferAttack<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u7814\u7a76\u80cc\u666f<\/strong><\/section>\n<section><\/section>\n<section>\u8fd1\u5e74\u6765\uff0cChatGPT-4\u7b49\u89c6\u89c9 &#8211; \u8bed\u8a00\u9884\u8bad\u7ec3\u6a21\u578b\uff08VLP\uff09\u5c55\u793a\u4e86\u5f3a\u5927\u7684\u591a\u6a21\u6001\u7406\u89e3\u548c\u751f\u6210\u80fd\u529b\uff0c\u5728\u56fe\u50cf\u8bc6\u522b\u3001<mark data-type=\"tech_tasks\" data-id=\"f02bb483-1c90-4010-849a-f2d7e3f0ad59\">\u6587\u672c\u751f\u6210<\/mark>\u7b49\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u6a21\u578b\u7684\u5f3a\u5927\u6027\u80fd\u4e5f\u4f34\u968f\u7740\u4e00\u4e2a\u663e\u8457\u7684\u5b89\u5168\u9690\u60a3\uff1a<strong>\u5bf9\u6297\u653b\u51fb\uff08Adversarial Attacks\uff09<\/strong>\u3002\u5bf9\u6297\u653b\u51fb\u662f\u6307\u901a\u8fc7\u5bf9\u8f93\u5165\u6570\u636e\u8fdb\u884c\u5fae\u5c0f\u4e14\u96be\u4ee5\u5bdf\u89c9\u7684\u6270\u52a8\uff0c\u8bf1\u4f7f\u6a21\u578b\u4ea7\u751f\u9519\u8bef\u8f93\u51fa\u3002\u8fd9\u79cd\u653b\u51fb\u65b9\u5f0f\u4e0d\u4ec5\u53ef\u4ee5\u5f71\u54cd\u6a21\u578b\u7684\u9884\u6d4b\u51c6\u786e\u6027\uff0c\u751a\u81f3\u53ef\u80fd\u5bfc\u81f4\u4e25\u91cd\u7684\u5b89\u5168\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u7531\u4e8e ChatGPT-4 \u7b49\u5546\u4e1a\u6a21\u578b\u901a\u5e38\u662f\u95ed\u6e90\u7684\uff0c\u653b\u51fb\u8005\u65e0\u6cd5\u76f4\u63a5\u8bbf\u95ee\u5176\u5185\u90e8<mark data-type=\"concepts\" data-id=\"2e982b73-88e2-41e8-a430-f7ae5a9af4bf\">\u53c2\u6570<\/mark>\u548c\u7ed3\u6784\u4fe1\u606f\uff0c\u8fd9\u4f7f\u5f97\u76f4\u63a5\u653b\u51fb\u8fd9\u4e9b\u6a21\u578b\u53d8\u5f97\u56f0\u96be\u3002\u7136\u800c\uff0c\u653b\u51fb\u8005\u53ef\u4ee5\u901a\u8fc7\u5bf9\u7c7b\u4f3c\u7684\u5f00\u6e90\u6216\u5df2\u77e5\u7ed3\u6784\u7684 VLP \u6a21\u578b\uff08\u5982 CLIP\uff09\u8fdb\u884c\u7814\u7a76\uff0c\u751f\u6210<mark data-type=\"concepts\" data-id=\"c7d01434-2e7f-4b7e-9322-390aad6abb12\">\u5bf9\u6297\u6837\u672c<\/mark>\u5e76\u5c06\u5176\u5e94\u7528\u4e8e\u95ed\u6e90\u5546\u4e1a\u6a21\u578b\u3002\u8fd9\u79cd\u65b9\u6cd5\u88ab\u79f0\u4e3a<strong>\u5bf9\u6297\u653b\u51fb\u7684\u8fc1\u79fb\u653b\u51fb\uff08Transfer Attack\uff09<\/strong>\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u6297\u653b\u51fb\u7684\u8fc1\u79fb\u6027\u7814\u7a76\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002\u4e00\u65b9\u9762\uff0c\u4e86\u89e3\u5bf9\u6297\u653b\u51fb\u5728\u4e0d\u540c\u6a21\u578b\u95f4\u7684\u8fc1\u79fb\u6027\uff0c\u53ef\u4ee5\u63d0\u9ad8\u5bf9\u8fd9\u4e9b\u5546\u4e1a\u95ed\u6e90\u6a21\u578b\u7684\u653b\u51fb\u6210\u529f\u7387\uff0c\u4ece\u800c\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u8bc4\u4f30\u548c\u63d0\u5347\u95ed\u6e90\u6a21\u578b\u7684\u5b89\u5168\u6027\uff0c\u9632\u6b62\u6f5c\u5728\u7684\u5b89\u5168\u6f0f\u6d1e\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u901a\u8fc7\u7814\u7a76<mark data-type=\"concepts\" data-id=\"c7d01434-2e7f-4b7e-9322-390aad6abb12\">\u5bf9\u6297\u6837\u672c<\/mark>\u5728\u4e0d\u540c\u6a21\u578b\u4e0a\u7684\u8868\u73b0\uff0c\u53ef\u4ee5\u8fdb\u4e00\u6b65\u4f18\u5316<mark data-type=\"tech_methods\" data-id=\"a7361cb6-0fa5-4be7-9761-3f0ce043b47b\">\u5bf9\u6297\u8bad\u7ec3<\/mark>\u65b9\u6cd5\uff0c\u63d0\u9ad8\u6a21\u578b\u7684\u9c81\u68d2\u6027\u548c\u6297\u653b\u51fb\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section><strong>\u52a8\u673a<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-435bac4add62618860464b5a2f5a6995.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-435bac4add62618860464b5a2f5a6995.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u56fe 1\uff1a\u73b0\u6709\u65b9\u6cd5\u5bf9\u4e8e VLP \u6a21\u578b\u5728\u4ee3\u7406\u6a21\u578b\u548c\u76ee\u6807\u6a21\u578b\u4e0a\u7684\u653b\u51fb\u6210\u529f\u7387 (\u56fe\u7247\u6765\u6e90\uff1aSGA (arXiv:2307.14061))\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>SGA (ICCV2023 Oral) \u662f\u7b2c\u4e00\u7bc7\u63a2\u7d22\u5bf9 VLP \u6a21\u578b\u8fdb\u884c\u8fc1\u79fb\u653b\u51fb\u7684\u5de5\u4f5c\uff0c\u4f46\u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\u5728\u76ee\u6807\u6a21\u578b\u4e0a\u7684\u653b\u51fb\u6210\u529f\u7387\u8fdc\u4f4e\u4e8e\u4ee3\u7406\u6a21\u578b\u3002\u672c\u7814\u7a76\u7684\u76ee\u6807\u662f<strong>\u63a2\u7d22 SGA \u65b9\u6cd5\u5728\u76ee\u6807\u6a21\u578b\u4e0a\u8fc1\u79fb\u6027\u8f83\u5dee\u7684\u56e0\u7d20\uff0c\u8fdb\u4e00\u6b65\u63d0\u9ad8\u5bf9 VLP \u6a21\u578b\u8fc1\u79fb\u653b\u51fb\u7684\u6210\u529f\u7387<\/strong>\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-5f752fbb6e42669f86603a00f150ff1c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-5f752fbb6e42669f86603a00f150ff1c.png\"><\/a><\/p>\n<section><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u56fe 2\uff1aSGA \u548c\u6211\u4eec\u65b9\u6cd5\u7684\u5bf9\u6bd4\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section>\u5982\u56fe 2 \u6240\u793a\uff0cSGA \u91c7\u7528\u8fed\u4ee3\u653b\u51fb\uff0c\u5e76\u5728\u8fed\u4ee3\u4f18\u5316\u8def\u5f84\u4e0a\u901a\u8fc7<mark data-type=\"tech_tasks\" data-id=\"db4885c1-bf58-45f8-82b6-fd3629713914\">\u56fe\u50cf\u589e\u5f3a<\/mark>\uff08Resize\uff09\u6765\u589e\u52a0<mark data-type=\"concepts\" data-id=\"c7d01434-2e7f-4b7e-9322-390aad6abb12\">\u5bf9\u6297\u6837\u672c<\/mark>\u7684\u591a\u6837\u6027\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u591a\u6837\u6027\u4ec5\u8003\u8651\u4e86\u5bf9\u6297\u56fe\u50cf\u7684\u5468\u56f4\u533a\u57df\uff0c\u800c\u5bf9\u6297\u56fe\u50cf\u7531\u4ee3\u7406\u6a21\u578b\u751f\u6210\uff0c\u5bb9\u6613\u5bfc\u81f4<mark data-type=\"concepts\" data-id=\"af836eef-be90-4143-a022-46fae3904f0e\">\u8fc7\u62df\u5408<\/mark>\uff0c\u4ece\u800c\u964d\u4f4e\u4e86\u8fc1\u79fb\u6027\u3002<\/section>\n<section><\/section>\n<section>\u5e72\u51c0\u6837\u672c\u5b8c\u5168\u72ec\u7acb\u4e8e\u4ee3\u7406\u6a21\u578b\uff0c\u56e0\u6b64\u6211\u4eec\u8ba4\u4e3a\u5e72\u51c0\u6837\u672c\u5468\u56f4\u7684\u5bf9\u6297\u591a\u6837\u6027\u540c\u6837\u91cd\u8981\u3002\u4e3a\u6b64\uff0c\u6211\u4eec\u5229\u7528\u5bf9\u6297\u8f68\u8ff9\u7684\u4ea4\u96c6\u533a\u57df\u6784\u5efa\u66f4\u5e7f\u6cdb\u7684\u591a\u6837\u6027\uff0c\u5b83\u7531\u5e72\u51c0\u56fe\u50cf\u3001\u5f53\u524d\u5bf9\u6297\u56fe\u50cf\u548c\u4e0a\u4e00\u6b65\u5bf9\u6297\u56fe\u50cf\u6784\u6210\u3002<\/section>\n<section><\/section>\n<section><strong>\u65b9\u6cd5<\/strong><\/section>\n<section><\/section>\n<section><strong>\u56fe\u50cf\u6a21\u6001<\/strong><\/section>\n<section><\/section>\n<section>\u9996\u5148\uff0c\u6211\u4eec\u5728\u6240\u63d0\u51fa\u7684\u5bf9\u6297\u8f68\u8ff9\u4ea4\u96c6\u533a\u57df\u4e2d\u91c7\u6837\u591a\u4e2a\u56fe\u50cf\uff0c\u5e76\u5f97\u5230\u591a\u6837\u5316\u7684\u5bf9\u6297\u6270\u52a8\u65b9\u5411\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-914d393dc8cf0a3a4e5ea3e975a59da0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-914d393dc8cf0a3a4e5ea3e975a59da0.png\"><\/a><\/p>\n<section>\u968f\u540e\uff0c\u6211\u4eec\u4f7f\u7528\u6587\u672c\u5f15\u5bfc\u8fdb\u884c\u91c7\u6837\u56fe\u50cf\u7684\u9009\u62e9\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-1b8363541ceebdfa7dc48b1f5e84a8e0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-1b8363541ceebdfa7dc48b1f5e84a8e0.png\"><\/a><\/p>\n<section>\u6b64\u65f6\u5373\u8868\u793a\u6700\u4f73\u7684\u91c7\u6837\u56fe\u50cf\uff0c\u6211\u4eec\u540c\u65f6\u91c7\u7528\u4e86 SGA \u7684\u601d\u60f3\uff0c\u901a\u8fc7<mark data-type=\"tech_tasks\" data-id=\"db4885c1-bf58-45f8-82b6-fd3629713914\">\u56fe\u50cf\u589e\u5f3a<\/mark>\u64cd\u4f5c\u8fdb\u4e00\u6b65\u63a2\u7d22\u6700\u4f73\u91c7\u6837\u56fe\u50cf\u5468\u56f4\u7684\u5bf9\u6297\u6270\u52a8\u591a\u6837\u6027\uff0c\u6700\u7ec8\u7684\u8fed\u4ee3\u8868\u793a\u4e3a\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-2f9c5761b57b5fffe6b188963868c9bd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-2f9c5761b57b5fffe6b188963868c9bd.png\"><\/a><\/p>\n<section><strong>\u6587\u672c\u6a21\u6001<\/strong><\/section>\n<section><\/section>\n<section>\u8fc7\u53bb\u7684\u7814\u7a76\u5728<mark data-type=\"tech_tasks\" data-id=\"d8e9b7d5-cd62-415a-8a1f-03328af9b808\">\u751f\u6210\u5bf9\u6297<\/mark>\u6587\u672c\u65f6\uff0c\u5148\u901a\u8fc7\u8fed\u4ee3\u4f18\u5316<mark data-type=\"tech_tasks\" data-id=\"d8e9b7d5-cd62-415a-8a1f-03328af9b808\">\u751f\u6210\u5bf9\u6297<\/mark>\u56fe\u50cf\uff0c\u968f\u540e\u4f7f\u5bf9\u6297\u6587\u672c\u504f\u79bb\u6700\u7ec8\u751f\u6210\u7684\u5bf9\u6297\u56fe\u50cf\u3002\u7136\u800c\uff0c\u6b63\u5982\u6211\u4eec\u524d\u9762\u6240\u8ff0\uff0c\u5bf9\u6297\u56fe\u50cf\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u4ee3\u7406\u6a21\u578b\uff0c\u8fd9\u6837\u751f\u6210\u7684\u5bf9\u6297\u6587\u672c\u4e5f\u5b58\u5728<mark data-type=\"concepts\" data-id=\"af836eef-be90-4143-a022-46fae3904f0e\">\u8fc7\u62df\u5408<\/mark>\u7684\u98ce\u9669\u3002<\/section>\n<section><\/section>\n<section>\u6211\u4eec\u63d0\u8bae\u8ba9\u5bf9\u6297\u6587\u672c\u504f\u79bb\u6cbf\u5bf9\u6297\u8f68\u8ff9\u7684\u6700\u540e\u4e00\u4e2a\u4ea4\u96c6\u533a\u57df\uff0c\u5177\u4f53\u800c\u8a00\uff0c\u5bf9\u6297\u6587\u672c\u5e94\u504f\u79bb\u7531\u539f\u59cb\u56fe\u50cf<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-9fab9a74759bf534bbef71148b944eb5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-9fab9a74759bf534bbef71148b944eb5.png\"><\/a>\u3001\u5012\u6570\u7b2c\u4e8c\u4e2a\u5bf9\u6297\u56fe\u50cf<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-54c7c793ef7c68ce37575e5fb7df64c8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-54c7c793ef7c68ce37575e5fb7df64c8.png\"><\/a>\u548c\u6700\u7ec8\u5bf9\u6297\u56fe\u50cf<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-2d570b481a6c952246c5805ae16bca1d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-2d570b481a6c952246c5805ae16bca1d.png\"><\/a>\u6784\u6210\u7684\u4e09\u89d2\u533a\u57df\u3002\u6b64\u5916\uff0c\u6211\u4eec\u8bbe\u7f6e\u4e86\u53ef\u8c03\u8282\u7684\u7cfb\u6570\u56e0\u5b50\uff0c\u5176\u4e2d<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-9cea5a17c136125a32bfdaac9f16a8a9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-9cea5a17c136125a32bfdaac9f16a8a9.png\"><\/a>\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-0702a0cedecf16838214819e45708672.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-0702a0cedecf16838214819e45708672.png\"><\/a><\/p>\n<section><strong>\u5b9e\u9a8c\u6548\u679c<\/strong><\/section>\n<section><\/section>\n<section><strong>\u8de8\u6a21\u578b\u8fc1\u79fb\u6027<\/strong><\/section>\n<section><\/section>\n<section>\u4e0b\u8868 1 \u663e\u793a\u4e86\u5728\u56fe\u50cf &#8211; <mark data-type=\"tech_tasks\" data-id=\"67b29b90-5182-4420-a49e-3cb1ab6a5b46\">\u6587\u672c\u68c0\u7d22<\/mark>\uff08Image-Text Retrieval, ITR\uff09\u4efb\u52a1\u4e2d\u8de8\u6a21\u578b\u653b\u51fb\u7684\u8fc1\u79fb\u6027\u3002\u76f8\u6bd4\u4e8e SGA\uff0c\u6211\u4eec\u7684\u65b9\u6cd5\u5728\u591a\u4e2a\u8de8\u6a21\u578b\u8fc1\u79fb\u6027\u4e0a\u63d0\u5347\u4e86 10% \u4ee5\u4e0a\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-4e7dda954d14d85a50b0b5d1819d8d85.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-4e7dda954d14d85a50b0b5d1819d8d85.png\"><\/a><\/p>\n<section><strong>\u8de8\u4efb\u52a1\u8fc1\u79fb\u6027<\/strong><\/section>\n<section><\/section>\n<section>\u4e0b\u8868 2 \u663e\u793a\u4e86\u5229\u7528\u5728\u56fe\u50cf &#8211; <mark data-type=\"tech_tasks\" data-id=\"67b29b90-5182-4420-a49e-3cb1ab6a5b46\">\u6587\u672c\u68c0\u7d22<\/mark>\uff08ITR\uff09\u4efb\u52a1\u4e0a\u9884\u8bad\u7ec3\u7684 ALBEF \u6a21\u578b\uff0c\u751f\u6210\u591a\u6a21\u6001<mark data-type=\"concepts\" data-id=\"c7d01434-2e7f-4b7e-9322-390aad6abb12\">\u5bf9\u6297\u6837\u672c<\/mark>\uff0c\u4ee5\u653b\u51fb RefCOCO + \u6570\u636e\u96c6\u4e0a\u7684\u89c6\u89c9\u5b9a\u4f4d\uff08VG\uff09\u4efb\u52a1\u548c MSCOCO 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data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-0174c8804a2663793f92dad42f470fad.png\"><\/a><\/p>\n<section>\u4e0b\u56fe 4 \u663e\u793a\u4e86\u5bf9\u56fe\u50cf\u63cf\u8ff0\u4efb\u52a1\u653b\u51fb\u7684\u53ef\u89c6\u5316\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-69076aa2644c281b4aa7e81f58fe2d2a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-69076aa2644c281b4aa7e81f58fe2d2a.png\"><\/a><\/p>\n<section>\u4ece\u56fe 3 \u548c\u56fe 4 \u53ef\u4ee5\u770b\u51fa\uff0c\u901a\u8fc7\u5bf9\u6297\u653b\u51fb\uff0c\u4f7f VLP \u6a21\u578b\u5728\u89c6\u89c9\u5b9a\u4f4d\u548c\u56fe\u50cf\u63cf\u8ff0\u4efb\u52a1\u4e0a\u5747\u51fa\u73b0\u4e86\u4e25\u91cd\u9519\u8bef\u3002<\/section>\n<section><\/section>\n<section>\u4e0b\u56fe 5 \u663e\u793a\u4e86\u5bf9\u00a0ChatGPT-4\u00a0\u8fc1\u79fb\u653b\u51fb\u7684\u53ef\u89c6\u5316\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-e9e424d417796f0c7a6ec7568c39149a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-e9e424d417796f0c7a6ec7568c39149a.png\"><\/a><\/p>\n<section>\u4e0b\u56fe 6 \u663e\u793a\u4e86\u5bf9 Claude-3 \u8fc1\u79fb\u653b\u51fb\u7684\u53ef\u89c6\u5316\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-f1f179f415b733770564d5b6fb87b57e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-f1f179f415b733770564d5b6fb87b57e.png\"><\/a><\/p>\n<section>\u6211\u4eec\u5206\u522b\u5c06\u5e72\u51c0\u56fe\u50cf\u548c\u5bf9\u6297\u56fe\u50cf\u8f93\u5165\u00a0ChatGPT-4\uff0cClaude-3 \u7b49\u5927\u6a21\u578b\uff0c\u5e76\u4f7f\u7528<mark data-type=\"concepts\" data-id=\"bf740558-f0f7-41a8-87a0-e695a97563b3\">\u67e5\u8be2<\/mark>\u300cDescribe this image.\u300d\u5f97\u5230\u8f93\u51fa\u7ed3\u679c\uff0c\u6211\u4eec\u4ece\u56fe 5 \u548c\u56fe 6 \u53ef\u4ee5\u770b\u5230\uff0c\u4e24\u4e2a\u5927\u6a21\u578b\u5bf9\u5bf9\u6297\u56fe\u50cf\u7684\u7406\u89e3\u5df2\u7ecf\u51fa\u73b0\u5f88\u5927\u7684\u9519\u8bef\u3002<\/section>\n<section><\/section>\n<section><strong>\u7ed3\u8bed<\/strong><\/section>\n<section><\/section>\n<section>\u5c3d\u7ba1\u8be5\u5de5\u4f5c\u5728\u63d0\u5347\u591a\u6a21\u6001\u5bf9\u6297\u653b\u51fb\u8fc1\u79fb\u6027\u65b9\u9762\u53d6\u5f97\u4e86\u663e\u8457\u6548\u679c\uff0c\u4f46\u5982\u4f55\u66f4\u5145\u5206\u5730\u5229\u7528\u5bf9\u6297\u653b\u51fb\u7684\u4ea4\u96c6\u533a\u57df\uff0c\u4ee5\u53ca\u63d0\u4f9b\u66f4\u6df1\u5165\u7684\u7406\u8bba\u89e3\u91ca\uff0c\u4ecd\u7136\u662f\u672a\u6765\u503c\u5f97\u6df1\u5165\u7814\u7a76\u7684\u65b9\u5411\u3002\u6211\u4eec\u5bf9\u5bf9\u6297\u8f68\u8ff9\u4ea4\u96c6\u533a\u57df\u53ca\u5176\u5bf9 VLP 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