{"id":21847,"date":"2024-08-23T10:17:58","date_gmt":"2024-08-23T02:17:58","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=21847"},"modified":"2024-08-23T10:17:58","modified_gmt":"2024-08-23T02:17:58","slug":"%e6%90%9c%e7%b4%a2%e5%9b%be%e7%89%87%e6%9c%89%e6%96%b0%e6%8b%9b%e4%ba%86%ef%bc%81%e5%8c%97%e5%a4%a7%e8%af%be%e9%a2%98%e7%bb%84%e6%8f%90%e5%87%ba%e5%9b%be%e5%83%8f%e6%a3%80%e7%b4%a2%e6%96%b0%e6%96%b9","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/08\/23\/21847\/","title":{"rendered":"\u641c\u7d22\u56fe\u7247\u6709\u65b0\u62db\u4e86\uff01\u5317\u5927\u8bfe\u9898\u7ec4\u63d0\u51fa\u56fe\u50cf\u68c0\u7d22\u65b0\u65b9\u6cd5\uff0c\u8f93\u5165\u8349\u56feor\u827a\u672for\u4f4e\u5206\u8fa8\u7387 | ECCV 2024"},"content":{"rendered":"<div><img data-dominant-color=\"a9b8c7\" data-has-transparency=\"false\" style=\"--dominant-color: #a9b8c7;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-21849\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/08\/47804bf339c3ec69003153cf4a685f8ee5f323-300x167-1.jpg\" width=\"300\" height=\"167\" alt=\"\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/08\/47804bf339c3ec69003153cf4a685f8ee5f323-300x167-1.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/08\/47804bf339c3ec69003153cf4a685f8ee5f323-300x167-1-150x84.jpg 150w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/div>\n<div class=\"article-desc\">\u4e00\u53e5\u8bdd\uff0c\u8fd9\u79cd\u68c0\u7d22\u4efb\u52a1\u8981\u6c42\u6a21\u578b\u9762\u5bf9\u98ce\u683c\u591a\u6837\u7684\u67e5\u8be2\u6761\u4ef6\u65f6\uff0c\u4f9d\u7136\u80fd\u7cbe\u51c6\u627e\u56fe\u3002<\/div>\n<div id=\"postspictures\" class=\"article-content\">\n<div id=\"container\" class=\"container am-engine\" data-v-1d7a5742=\"\" 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title=\"\u56fe\u7247\" src=\"https:\/\/s3.51cto.com\/oss\/202408\/23\/269aa3c02208bbf393a739bc504e0fded948ae.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__8\">\u76ee\u524d\uff0c\u8bba\u6587\u5df2\u5728arXiv\u516c\u5f00\uff0c\u76f8\u5173\u4ee3\u7801\u548c\u6570\u636e\u96c6\u4e5f\u5df2\u5f00\u6e90\u3002<\/p>\n<h3>\u65b0\u56fe\u50cf\u68c0\u7d22\u65b9\u6cd5<\/h3>\n<p class=\"js_darkmode__10\">\u5f53\u524d\uff0c\u56fe\u50cf\u68c0\u7d22\u7684\u4e00\u5927\u75db\u70b9\u662f\uff1a<\/p>\n<blockquote>\n<p class=\"js_darkmode__12\">\u8ba9\u68c0\u7d22\u6a21\u578b\u5177\u5907\u7406\u89e3\u591a\u6837\u5316\u7528\u6237\u67e5\u8be2\u5411\u91cf\u7684\u80fd\u529b<\/p>\n<\/blockquote>\n<p class=\"js_darkmode__13\">\u901a\u4fd7\u70b9\u8bf4\u5c31\u662f\uff0c\u4e0d\u7ba1\u7528\u6237\u7528\u54ea\u79cd\u65b9\u5f0f\u68c0\u7d22\u67e5\u8be2\uff0c\u6700\u540e\u90fd\u80fd\u547d\u4e2d\u7528\u6237\u60f3\u8981\u7684\u56fe\u50cf\u3002<\/p>\n<p 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class=\"js_darkmode__28\">\uff081\uff09\u57fa\u4e8e\u683c\u62c9\u59c6\u77e9\u9635\u7684<strong>\u98ce\u683c\u63d0\u53d6\u6a21\u5757<\/strong>\u7528\u4e8e\u663e\u5f0f\u63d0\u53d6\u672a\u77e5\u67e5\u8be2\u5411\u91cf\u7684\u98ce\u683c\u8868\u5f81\uff1b<br \/>\n\uff082\uff09<strong>\u98ce\u683c\u7a7a\u95f4\u6784\u5efa\u6a21\u5757<\/strong>\uff0c\u901a\u8fc7\u5bf9\u98ce\u683c\u8868\u5f81\u805a\u7c7b\u4ece\u800c\u6784\u5efa\u68c0\u7d22\u7684\u98ce\u683c\u7a7a\u95f4\uff0c\u5e76\u5c06\u805a\u7c7b\u4e2d\u5fc3\u4f5c\u4e3a\u98ce\u683c\u7684\u4e00\u81f4\u6027\u8868\u5f81\uff1b<br \/>\n\uff083\uff09<strong>\u98ce\u683c\u542f\u53d1\u7684\u63d0\u793a\u5fae\u8c03\u6a21\u5757<\/strong>\uff0c\u901a\u8fc7\u5bf9\u68c0\u7d22\u6a21\u578b\u7684Transformer layer\u8fdb\u884c\u98ce\u683c\u521d\u59cb\u5316\u7684\u63d2\u503c\uff0c\u5b9e\u73b0\u5bf9\u73b0\u6709\u68c0\u7d22\u6a21\u578b\u7684\u591a\u98ce\u683c\u67e5\u8be2\u80fd\u529b\u6269\u5c55\u3002<\/p>\n<p class=\"js_darkmode__29\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202408\/23\/65c39249753d10b3ca666475a739cc4fd480fb.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p><strong>\u98ce\u683c\u63d0\u53d6\u4e0e\u98ce\u683c\u7a7a\u95f4\u7684\u6784\u5efa<\/strong><\/p>\n<p class=\"js_darkmode__31\">\u683c\u62c9\u59c6\u77e9\u9635\u88ab\u9a8c\u8bc1\u4e3a\u6709\u6548\u7684\u56fe\u50cf\u98ce\u683c\u63d0\u53d6\u65b9\u6848\uff0c\u5728\u672c\u8bba\u6587\u4e2d\u56e2\u961f\u91c7\u7528\u57fa\u4e8e\u683c\u62c9\u59c6\u77e9\u9635\u7684\u98ce\u683c\u63d0\u53d6\u6a21\u5757\u5bf9\u4e0d\u540c\u7c7b\u578b\u7684\u67e5\u8be2\u5411\u91cf\u8fdb\u884c\u98ce\u683c\u63d0\u53d6\u3002<\/p>\n<p class=\"js_darkmode__32\">\u56e2\u961f\u91c7\u7528<strong>\u51bb\u7ed3\u7684VGG\u8f7b\u91cf\u5316\u7f51\u7edc<\/strong>\u5bf9\u67e5\u8be2\u5411\u91cf\u8fdb\u884c\u8868\u5f81\u7f16\u7801\uff0c\u5e76\u9009\u53d6\u6d45\u5c42\u5377\u79ef\u8868\u5f81\u4f5c\u4e3a\u98ce\u683c\u63d0\u53d6\u7684\u57fa\u7279\u5f81\uff0c\u5177\u4f53\u516c\u5f0f\u5982\u4e0b\uff1a<\/p>\n<p class=\"js_darkmode__33\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s5.51cto.com\/oss\/202408\/23\/f4d973762d70ed9b2a9504465c1ea165b0b3b4.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__34\">\u5728\u5f97\u5230\u67e5\u8be2\u5411\u91cf\u5bf9\u5e94\u7684\u98ce\u683c\u8868\u5f81\u96c6\u5408\u540e\uff0c\u56e2\u961f\u4e3a\u67e5\u8be2\u5411\u91cf\u96c6\u5408<strong>\u6784\u5efa\u6574\u4f53\u7684\u98ce\u683c\u7a7a\u95f4<\/strong>\u3002<\/p>\n<p 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src=\"https:\/\/s4.51cto.com\/oss\/202408\/23\/555dc5c71143e557d890123868e88504de1792.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__38\">\u5728\u98ce\u683c\u7a7a\u95f4\u4e2d\uff0c\u56e2\u961f\u5c06\u4e0d\u540c\u67e5\u8be2\u5411\u91cf\u98ce\u683c\u5bf9\u5e94\u7684\u4e0d\u540c\u805a\u7c7b\u4e2d\u5fc3\u4f5c\u4e3a\u98ce\u683c\u7a7a\u95f4\u7684\u57fa\u5411\u91cf\u3002<\/p>\n<p 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class=\"js_darkmode__46\">\u5728\u5b9a\u91cf\u5b9e\u9a8c\u89d2\u5ea6\uff0c\u56e2\u961f\u5206\u6790\u4e86\u57fa\u4e8eFreestyleRet\u67b6\u6784\u7684BLIP\u548cCLIP\u6a21\u578b\u5728DSR\u6570\u636e\u96c6\u4ee5\u53caImageNet-X\u6570\u636e\u96c6\u7684Recall@1, Recall@5\u6027\u80fd\u3002<\/p>\n<p class=\"js_darkmode__47\">\u5b9e\u9a8c\u8bc1\u660e\uff0c\u9762\u5bf9\u591a\u79cd\u98ce\u683c\u7684\u67e5\u8be2\u5411\u91cf\u65f6\uff0cFreestyleRet\u6846\u67b6\u53ef\u4ee5\u663e\u8457\u589e\u5f3a\u73b0\u6709\u68c0\u7d22\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\uff0c<strong>\u5177\u67092-4%\u7684\u63d0\u5347<\/strong>\u3002<\/p>\n<p class=\"js_darkmode__48\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s6.51cto.com\/oss\/202408\/23\/98c4ca815efee431a036730b9b6f1de96f955d.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p 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class=\"js_darkmode__51\">\u901a\u8fc7<strong>\u5bf9\u7279\u5f81\u5206\u5e03\u8fdb\u884c\u53ef\u89c6\u5316<\/strong>\uff0c\u56e2\u961f\u53d1\u73b0\u4f7f\u7528FreestyleRet\u7ed3\u6784\u7684\u57fa\u7840\u68c0\u7d22\u6a21\u578b\u80fd\u591f\u6709\u6548\u5206\u79bb\u67e5\u8be2\u5411\u91cf\u4e2d\u7684\u98ce\u683c\u4fe1\u606f\u4e0e\u8bed\u4e49\u4fe1\u606f\uff0c\u5e76\u5b9e\u73b0\u8bed\u4e49\u89d2\u5ea6\u7684\u9ad8\u7ef4\u7a7a\u95f4\u805a\u7c7b\u3002<\/p>\n<p class=\"js_darkmode__52\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s8.51cto.com\/oss\/202408\/23\/e3161a68068d000ba6e11568030c5a53a71c35.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__53\">\u56e2\u961f\u4e5f\u5bf9\u5b9e\u9645\u7684<strong>\u68c0\u7d22\u63a8\u7406\u6d41\u7a0b<\/strong>\u8fdb\u884c\u4e86\u793a\u4f8b\u7684\u53ef\u89c6\u5316\uff0c\u4ee5\u9a8c\u8bc1\u6a21\u578b\u7684\u6cdb\u5316\u6027\u3002<\/p>\n<p class=\"js_darkmode__54\"><img decoding=\"async\" title=\"\u56fe\u7247\" src=\"https:\/\/s9.51cto.com\/oss\/202408\/23\/429528719458ee4dae6334a4a84356a5a6b791.webp\" alt=\"\u56fe\u7247\" data-type=\"inline\" \/><\/p>\n<p class=\"js_darkmode__55\">\u603b\u4e4b\uff0c\u6a21\u578b\u57285\u79cd\u4e0d\u540c\u7c7b\u578b\u7684\u68c0\u7d22\u5411\u91cf\u4e0a\u90fd\u53d6\u5f97\u4e86\u826f\u597d\u6548\u679c\uff0c\u800c\u4e14\u8fd8\u5728\u591a\u79cd\u68c0\u7d22\u5411\u91cf\u5171\u540c\u68c0\u7d22\u7684\u5b50\u4efb\u52a1\u4e0a\u8868\u73b0\u4e86\u826f\u597d\u7684\u6269\u5c55\u6027\u3002<\/p>\n<p class=\"js_darkmode__56\">\u66f4\u591a\u8be6\u60c5\u6b22\u8fce\u67e5\u9605\u539f\u8bba\u6587\u3002<\/p>\n<p class=\"js_darkmode__57\">\u8bba\u6587\uff1ahttps:\/\/arxiv.org\/abs\/2312.02428<br \/>\n\u4ee3\u7801\u3001\u6570\u636e\u96c6\uff1ahttps:\/\/github.com\/CuriseJia\/FreeStyleRet<\/p>\n<p>\u6587\u7ae0\u6765\u81ea:51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_21847\" class=\"pvc_stats total_only  \" 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