{"id":35287,"date":"2024-12-22T09:59:53","date_gmt":"2024-12-22T01:59:53","guid":{"rendered":"https:\/\/17aitech.com\/?p=35287"},"modified":"2024-12-22T09:59:53","modified_gmt":"2024-12-22T01:59:53","slug":"acm-mm24-%e5%a4%8d%e6%97%a6%e6%8f%90%e5%87%ba%e9%a6%96%e4%b8%aa%e5%9f%ba%e4%ba%8e%e6%89%a9%e6%95%a3%e6%a8%a1%e5%9e%8b%e7%9a%84%e8%a7%86%e9%a2%91%e9%9d%9e%e9%99%90%e5%88%b6%e6%80%a7%e5%af%b9%e6%8a%97","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35287","title":{"rendered":"ACM MM24 | \u590d\u65e6\u63d0\u51fa\u9996\u4e2a\u57fa\u4e8e\u6269\u6563\u6a21\u578b\u7684\u89c6\u9891\u975e\u9650\u5236\u6027\u5bf9\u6297\u653b\u51fb\u6846\u67b6\uff0c\u4e3b\u6d41CNN\u548cViT\u67b6\u6784\u90fd\u9632\u4e0d\u4f4f\u5b83"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-27-4\" target=\"_blank\">ACM MM24 | \u590d\u65e6\u63d0\u51fa\u9996\u4e2a\u57fa\u4e8e\u6269\u6563\u6a21\u578b\u7684\u89c6\u9891\u975e\u9650\u5236\u6027\u5bf9\u6297\u653b\u51fb\u6846\u67b6\uff0c\u4e3b\u6d41CNN\u548cViT\u67b6\u6784\u90fd\u9632\u4e0d\u4f4f\u5b83<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-7f6e590b96190f069b40e0dd40fb56e9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-7f6e590b96190f069b40e0dd40fb56e9.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>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<\/p>\n<\/section>\n<\/blockquote>\n<section><\/section>\n<section><strong>\u672c\u6587\u4f5c\u8005\u6765\u81ea<mark data-type=\"institutions\" data-id=\"9eafd97f-5be8-4cf5-885d-e44b0047c26f\">\u590d\u65e6\u5927\u5b66<\/mark>\u89c6\u89c9\u4e0e\u5b66\u4e60\u5b9e\u9a8c\u5ba4\u548c<mark data-type=\"concepts\" data-id=\"2d28aa9c-942d-471d-bd96-8bfefb7144e0\">\u4eba\u5de5\u667a\u80fd<\/mark>\u521b\u65b0\u4e0e\u4ea7\u4e1a\u7814\u7a76\u9662\u3002\u5176\u4e2d\u7b2c\u4e00\u4f5c\u8005\u9ad8\u5b50\u6021\u4e3a<mark data-type=\"institutions\" data-id=\"9eafd97f-5be8-4cf5-885d-e44b0047c26f\">\u590d\u65e6\u5927\u5b66<\/mark>\u7814\u4e8c\u7855\u58eb\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a AIGC \u548c AI \u5b89\u5168\u3002\u672c\u6587\u901a\u8baf\u4f5c\u8005\u662f<mark data-type=\"institutions\" data-id=\"9eafd97f-5be8-4cf5-885d-e44b0047c26f\">\u590d\u65e6\u5927\u5b66<\/mark>\u7684\u9648\u9759\u9759\u526f\u6559\u6388\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u6765\u81ea<mark data-type=\"institutions\" data-id=\"9eafd97f-5be8-4cf5-885d-e44b0047c26f\">\u590d\u65e6\u5927\u5b66<\/mark>\u89c6\u89c9\u4e0e\u5b66\u4e60\u5b9e\u9a8c\u5ba4\u7684\u7814\u7a76\u8005\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u578b\u7684\u9762\u5411\u89c6\u9891\u6a21\u578b\u7684\u5bf9\u6297\u653b\u51fb\u65b9\u6cd5 &#8211; \u57fa\u4e8e\u6269\u6563\u6a21\u578b\u7684\u89c6\u9891\u975e\u9650\u5236\u8fc1\u79fb\u653b\u51fb\uff08ReToMe-VA\uff09\u3002\u8be5\u65b9\u6cd5\u91c7\u7528\u9010\u65f6\u95f4\u6b65\u5bf9\u6297<mark data-type=\"concepts\" data-id=\"e0a8a411-7a42-4bdb-9b67-18c9498026bd\">\u9690\u53d8\u91cf<\/mark>\u4f18\u5316\u7b56\u7565\uff0c\u4ee5\u5b9e\u73b0<mark data-type=\"tech_tasks\" data-id=\"d8e9b7d5-cd62-415a-8a1f-03328af9b808\">\u751f\u6210\u5bf9\u6297<\/mark>\u6837\u672c\u7684\u7a7a\u95f4\u4e0d\u53ef<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u6027\uff1b\u540c\u65f6\uff0c\u5728<mark data-type=\"tech_tasks\" data-id=\"d8e9b7d5-cd62-415a-8a1f-03328af9b808\">\u751f\u6210\u5bf9\u6297<\/mark>\u5e27\u7684\u53bb\u566a\u8fc7\u7a0b\u4e2d\u5f15\u5165\u4e86\u9012\u5f52 token \u5408\u5e76\u7b56\u7565\uff0c\u901a\u8fc7\u5339\u914d\u53ca\u5408\u5e76\u89c6\u9891\u5e27\u4e4b\u95f4\u7684<mark data-type=\"concepts\" data-id=\"2ad7abdc-bbaa-4a33-b3ce-53f4fa019fdd\">\u81ea\u6ce8\u610f\u529b<\/mark> token\uff0c\u663e\u8457\u63d0\u5347\u4e86\u5bf9\u6297\u89c6\u9891\u7684\u8fc1\u79fb\u6027\u548c\u65f6\u5e8f\u4e00\u81f4\u6027\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c0e9ed507654e915879e5a03c0b36822.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c0e9ed507654e915879e5a03c0b36822.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttp:\/\/arxiv.org\/abs\/2408.05479<\/section>\n<\/li>\n<li>\n<section>\u4ee3\u7801\u94fe\u63a5\uff1ahttps:\/\/github.com\/Gao-zy26\/ReToMe-VA<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u5f15\u8a00<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section><strong>\u80cc\u666f<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u8fd1\u5e74\u6765\uff0c<mark data-type=\"tech_methods\" data-id=\"f82b7976-b182-40fa-b7d8-a3aad9952937\">\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc<\/mark>\uff08DNNs\uff09\u5728<mark data-type=\"tech_tasks\" data-id=\"6e614199-9e49-450e-9078-61fb2b122da9\">\u8ba1\u7b97\u673a\u89c6\u89c9<\/mark>\u4ee5\u53ca\u591a\u5a92\u4f53\u5206\u6790\u4efb\u52a1\u4e0a\u53d6\u5f97\u4e86\u5de8\u5927\u7684\u6210\u529f\uff0c\u5e76\u5e7f\u6cdb\u7684\u5e94\u7528\u4e8e\u5b9e\u9645\u751f\u4ea7\u751f\u6d3b\u4e2d\u3002\u7136\u800c\uff0c<mark data-type=\"concepts\" data-id=\"c7d01434-2e7f-4b7e-9322-390aad6abb12\">\u5bf9\u6297\u6837\u672c<\/mark>\u7684\u51fa\u73b0\u5bf9 DNNs \u7684\u9c81\u68d2\u6027\u5e26\u6765\u4e86\u6311\u6218\u3002\u4e0e\u6b64\u540c\u65f6\uff0c<mark data-type=\"concepts\" data-id=\"c7d01434-2e7f-4b7e-9322-390aad6abb12\">\u5bf9\u6297\u6837\u672c<\/mark>\u7684\u53ef\u8fc1\u79fb\u6027\u4f7f\u5f97\u9ed1\u7bb1\u653b\u51fb\u6210\u4e3a\u53ef\u80fd\uff0c\u4ece\u800c\u4e3a\u6df1\u5ea6\u6a21\u578b\u5728\u8bf8\u5982<mark data-type=\"tech_tasks\" data-id=\"cc8c47bf-9aad-46e3-a58f-96477e0959f9\">\u4eba\u8138\u9a8c\u8bc1<\/mark>\u548c\u76d1\u63a7\u89c6\u9891\u5206\u6790\u7b49\u5b89\u5168\u6538\u5173\u7684\u573a\u666f\u4e2d\u7684\u90e8\u7f72\u5e26\u6765\u4e86\u5b89\u5168\u5a01\u80c1\u3002\u76ee\u524d\uff0c\u5927\u591a\u6570\u57fa\u4e8e\u8fc1\u79fb\u7684\u5bf9\u6297\u653b\u51fb\u5c1d\u8bd5\u901a\u8fc7\u9650\u5236\u6270\u52a8\u7684 Lp &#8211; <mark data-type=\"concepts\" data-id=\"0caf290b-4ff5-445b-8f62-ecc75a6a237f\">\u8303\u6570<\/mark>\u6765\u4fdd\u8bc1 \u300c\u7ec6\u5fae\u6270\u52a8\u300d\u3002<\/section>\n<section><\/section>\n<section>\u7136\u800c\uff0c\u5728 Lp &#8211; <mark data-type=\"concepts\" data-id=\"0caf290b-4ff5-445b-8f62-ecc75a6a237f\">\u8303\u6570<\/mark>\u7ea6\u675f\u4e0b\u751f\u6210\u7684<mark data-type=\"concepts\" data-id=\"c7d01434-2e7f-4b7e-9322-390aad6abb12\">\u5bf9\u6297\u6837\u672c<\/mark>\u4ecd\u5177\u6709\u53ef\u5bdf\u89c9\u7684\u6270\u52a8\u566a\u58f0\uff0c\u4ece\u800c\u4f7f\u5176\u66f4\u5bb9\u6613\u88ab\u68c0\u6d4b\u5230\u3002\u56e0\u6b64\uff0c\u975e\u9650\u5236\u6027\u5bf9\u6297\u653b\u51fb\u5f00\u59cb\u51fa\u73b0\u3002\u4e0e\u4e4b\u524d\u7684\u65b9\u6cd5\u4e0d\u540c\uff0c\u975e\u9650\u5236\u6027\u653b\u51fb\u901a\u8fc7\u6dfb\u52a0\u975e\u9650\u5236\u6027\u7684\u81ea\u7136\u6270\u52a8\uff08\u5982\u7eb9\u7406\u3001\u98ce\u683c\u3001\u989c\u8272\u7b49\uff09\u5b9e\u73b0\u3002\u76f8\u6bd4\u4e8e\u4f20\u7edf\u6dfb\u52a0\u9650\u5236\u6027\u5bf9\u6297\u566a\u58f0\u7684\u653b\u51fb\uff0c\u4e0a\u8ff0\u975e\u9650\u5236\u6027\u653b\u51fb\u4f18\u5316\u5f97\u5230\u7684<mark data-type=\"concepts\" data-id=\"c7d01434-2e7f-4b7e-9322-390aad6abb12\">\u5bf9\u6297\u6837\u672c<\/mark>\u66f4\u52a0\u81ea\u7136\u3002<\/section>\n<section><\/section>\n<section>\u76ee\u524d\uff0c\u9488\u5bf9\u975e\u9650\u5236\u6027\u5bf9\u6297\u653b\u51fb\u7684\u7814\u7a76\u4e3b\u8981\u9488\u5bf9\u56fe\u50cf\u6a21\u578b\uff0c\u9488\u5bf9\u89c6\u9891\u6a21\u578b\u7684\u7814\u7a76\uff0c\u5c24\u5176\u662f\u89c6\u9891\u6a21\u578b\u975e\u9650\u5236\u5bf9\u6297\u653b\u51fb\u53ef\u8fc1\u79fb\u6027\u7684\u7814\u7a76\u4ecd\u8f83\u5c11\u3002\u57fa\u4e8e\u6b64\uff0c\u672c\u6587\u6df1\u5165\u63a2\u7d22\u4e86\u975e\u9650\u5236\u5bf9\u6297\u653b\u51fb\u5728\u89c6\u9891\u6a21\u578b\u4e0a\u7684\u8fc1\u79fb\u6027\uff0c\u5e76\u63d0\u51fa\u4e86\u4e00\u79cd\u57fa\u4e8e\u6269\u6563\u6a21\u578b\u7684\u975e\u9650\u5236\u89c6\u9891\u8fc1\u79fb\u653b\u51fb\u65b9\u6cd5\u3002<\/section>\n<section><\/section>\n<section><strong>\u95ee\u9898<\/strong><\/section>\n<section><\/section>\n<section>\u57fa\u4e8e\u6269\u6563\u6a21\u578b\u7684\u975e\u9650\u5236\u89c6\u9891\u8fc1\u79fb\u653b\u51fb\u7684\u6311\u6218\u6765\u81ea\u4e09\u4e2a\u65b9\u9762\u3002\u9996\u5148\uff0c\u5bf9\u6297<mark data-type=\"tech_tasks\" data-id=\"29c7c16c-acac-4bc9-87f4-279f97bf02fc\">\u89c6\u9891\u751f\u6210<\/mark>\u6d89\u53ca\u6574\u4e2a\u53bb\u566a\u8fc7\u7a0b\u7684\u68af\u5ea6\u8ba1\u7b97\uff0c\u5bfc\u81f4\u9ad8\u5185\u5b58\u5f00\u9500\u3002\u7b2c\u4e8c\uff0c\u6269\u6563\u6a21\u578b\u901a\u5e38\u5728\u65e9\u671f\u53bb\u566a\u6b65\u9aa4\u4e2d\u6dfb\u52a0\u7c97\u7565\u8bed\u4e49\u4fe1\u606f\u8fdb\u884c\u5f15\u5bfc\uff0c\u7136\u800c\u5728<mark data-type=\"tech_tasks\" data-id=\"d8e9b7d5-cd62-415a-8a1f-03328af9b808\">\u751f\u6210\u5bf9\u6297<\/mark>\u89c6\u9891\u4e2d\uff0c\u8fc7\u65e9\u5bf9<mark data-type=\"concepts\" data-id=\"e0a8a411-7a42-4bdb-9b67-18c9498026bd\">\u9690\u53d8\u91cf<\/mark>\u8fdb\u884c\u6270\u52a8\u4f1a\u5bfc\u81f4<mark data-type=\"tech_tasks\" data-id=\"d8e9b7d5-cd62-415a-8a1f-03328af9b808\">\u751f\u6210\u5bf9\u6297<\/mark>\u5e27\u663e\u8457\u5931\u771f\uff0c\u4e14\u9010\u5e27<mark data-type=\"tech_tasks\" data-id=\"d8e9b7d5-cd62-415a-8a1f-03328af9b808\">\u751f\u6210\u5bf9\u6297<\/mark>\u5e27\u540e\u5c06\u5bfc\u81f4\u6700\u7ec8\u5bf9\u6297\u89c6\u9891\u65f6\u5e8f\u4e00\u81f4\u6027\u5dee\u3002\u6700\u540e\uff0c\u7531\u4e8e\u65f6\u95f4\u7ef4\u5ea6\u7684\u5f15\u5165\uff0c\u9010\u5e27\u7684\u5355\u72ec\u5bf9\u6297\u6270\u52a8\u4f1a\u5f15\u5165\u5355\u8c03\u68af\u5ea6\uff0c\u7f3a\u5c11\u89c6\u9891\u5e27\u4e4b\u95f4\u7684\u4fe1\u606f\u4ea4\u4e92\uff0c\u4f7f\u5f97\u5bf9\u6297\u5e27\u7684\u8fc1\u79fb\u6027\u8f83\u5f31\u3002<\/section>\n<section><\/section>\n<section><strong>\u65b9\u6cd5<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u4e3a\u6b64\uff0c\u7814\u7a76\u56e2\u961f\u5f15\u5165\u4e86\u7b2c\u4e00\u4e2a\u57fa\u4e8e\u6269\u6563\u6a21\u578b\u7684\u89c6\u9891\u975e\u9650\u5236\u6027\u5bf9\u6297\u653b\u51fb\u6846\u67b6 ReToMe-VA\uff0c\u65e8\u5728\u751f\u6210\u5177\u6709\u66f4\u9ad8\u53ef\u8fc1\u79fb\u6027\u7684\u89c6\u9891<mark data-type=\"concepts\" data-id=\"c7d01434-2e7f-4b7e-9322-390aad6abb12\">\u5bf9\u6297\u6837\u672c<\/mark>\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-e910e509c391cc4bf033af828293deb6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-e910e509c391cc4bf033af828293deb6.png\"><\/a><\/p>\n<section>ReToMe-VA \u653b\u51fb\u6846\u67b6\u5982\u4e0a\u56fe\u6240\u793a\u3002ReToMe-VA \u901a\u8fc7 DDIM \u53cd\u8f6c\u5c06\u826f\u6027\u5e27<mark data-type=\"concepts\" data-id=\"8ec6a68f-ad96-4b85-ab72-6f8931886922\">\u6620\u5c04<\/mark>\u5230\u9690\u7a7a\u95f4\u3002\u5728 DDIM \u91c7\u6837\u8fc7\u7a0b\u4e2d\uff0c\u91c7\u7528\u9010\u65f6\u95f4\u6b65\u5bf9\u6297<mark data-type=\"concepts\" data-id=\"e0a8a411-7a42-4bdb-9b67-18c9498026bd\">\u9690\u53d8\u91cf<\/mark>\u4f18\u5316\u7b56\u7565\u6765\u4f18\u5316\u6f5c\u5728\u53d8\u91cf\uff0c\u5373\u5728\u6bcf\u4e2a\u53bb\u566a\u6b65\u9aa4\u4e2d\u4f18\u5316\u6269\u6563\u6a21\u578b\u9690\u7a7a\u95f4\u7684\u6270\u52a8\u3002\u8fd9\u4e00\u7b56\u7565\u80fd\u591f\u4f7f\u5f97\u6dfb\u52a0\u5bf9\u6297\u5185\u5bb9\u5728\u5177\u6709\u5f3a\u5bf9\u6297\u6027\u7684\u540c\u65f6\u66f4\u52a0\u81ea\u7136\u3002<\/section>\n<section><\/section>\n<section>\u6b64\u5916\uff0cReToMe-VA \u5f15\u5165\u4e86\u9012\u5f52 token \u5408\u5e76\u673a\u5236\u6765\u5bf9\u9f50\u548c\u538b\u7f29\u8de8\u5e27\u7684\u65f6\u95f4\u5197\u4f59 token\u3002\u901a\u8fc7\u5728<mark data-type=\"concepts\" data-id=\"2ad7abdc-bbaa-4a33-b3ce-53f4fa019fdd\">\u81ea\u6ce8\u610f\u529b<\/mark>\u6a21\u5757\u4e2d\u4f7f\u7528\u5171\u4eab token\uff0cReToMe \u4f18\u5316\u4e86\u9010\u5e27\u4f18\u5316\u4e2d\u7ec6\u8282\u7684\u4e0d\u5bf9\u9f50\u4fe1\u606f\uff0c\u4ece\u800c\u751f\u6210\u65f6\u95f4\u4e0a\u4e00\u81f4\u7684\u5bf9\u6297\u6027\u89c6\u9891\u3002\u540c\u65f6\uff0c\u8de8\u89c6\u9891\u5e27\u5408\u5e76 token \u4fc3\u8fdb\u4e86\u5e27\u95f4\u4ea4\u4e92\uff0c\u4f7f\u5f53\u524d\u5e27\u7684\u68af\u5ea6\u878d\u5408\u6765\u81ea\u5173\u8054\u5e27\u7684\u4fe1\u606f\uff0c\u751f\u6210\u7a33\u5065\u4e14\u591a\u6837\u5316\u7684\u68af\u5ea6\u66f4\u65b0\u65b9\u5411\uff0c\u4ece\u800c\u63d0\u9ad8\u5bf9\u6297\u8fc1\u79fb\u6027\u3002<\/section>\n<section><\/section>\n<section><strong>\u65f6\u95f4\u6b65\u5bf9\u6297<mark data-type=\"concepts\" data-id=\"e0a8a411-7a42-4bdb-9b67-18c9498026bd\">\u9690\u53d8\u91cf<\/mark>\u4f18\u5316\u7b56\u7565<\/strong><\/section>\n<section><\/section>\n<section>\u901a\u8fc7 DDIM \u53cd\u8f6c\u540e\uff0c\u5728\u6bcf\u4e2a\u53bb\u566a\u65f6\u95f4\u6b65 t\uff0c\u6211\u4eec\u9884\u6d4b\u6bcf\u4e00\u5e27\u7684\u6700\u7ec8\u8f93\u51fa <a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-2d85b5d601d6b36866c97be8c5cc4474.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-2d85b5d601d6b36866c97be8c5cc4474.png\"><\/a> \u4ee5\u66ff\u4ee3\u5bf9\u6297\u8f93\u51fa<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-1e2ffbf93caaf8ad1e0a59dbe9d309c4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-1e2ffbf93caaf8ad1e0a59dbe9d309c4.png\"><\/a>\u8fdb\u884c\u66ff\u4ee3\u6a21\u578b\u7684\u9884\u6d4b\u3002\u5bf9\u6297<mark data-type=\"concepts\" data-id=\"e0a8a411-7a42-4bdb-9b67-18c9498026bd\">\u9690\u53d8\u91cf<\/mark> <a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-fcb8a3ed879d4c97b28e9e8e15ac380c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-fcb8a3ed879d4c97b28e9e8e15ac380c.png\"><\/a>\u00a0\u7684\u8ba1\u7b97\u548c\u5bf9\u6297<mark data-type=\"concepts\" data-id=\"a3ee878c-7013-408b-8e6b-7b1038057f8f\">\u76ee\u6807\u51fd\u6570<\/mark>\u8868\u8fbe\u5982\u4e0b\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-af50ace9f2bffe81b93b4f805f6d3633.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-af50ace9f2bffe81b93b4f805f6d3633.png\"><\/a><\/p>\n<section>\u4f18\u5316<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-547a97299c42f9d3c3a44264c76e605e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-547a97299c42f9d3c3a44264c76e605e.png\"><\/a>\u540e\uff0c\u4ece<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-ad6e0dc4a950cec0c05f7ba864df1a49.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-ad6e0dc4a950cec0c05f7ba864df1a49.png\"><\/a>\u751f\u6210\u6837\u672c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-294c45dc9fbcc3964ab12ecc60b89f85.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-294c45dc9fbcc3964ab12ecc60b89f85.png\"><\/a>\u4ee5\u51c6\u5907\u4e0b\u4e00\u65f6\u95f4\u6b65\u7684\u5bf9\u6297\u4f18\u5316\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c0a15f733de32573c996a69ef919e2b0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-c0a15f733de32573c996a69ef919e2b0.png\"><\/a><\/p>\n<section>\u6700\u540e\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-33401a8d377a449492c1c60bc4f9d88d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-33401a8d377a449492c1c60bc4f9d88d.png\"><\/a>\u88ab\u7528\u4f5c\u6700\u7ec8\u7684\u5bf9\u6297\u89c6\u9891\u7247\u6bb5\u4ee5\u6b3a\u9a97\u76ee\u6807\u89c6\u9891\u8bc6\u522b\u6a21\u578b\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u6297\u5185\u5bb9\u7684\u6dfb\u52a0\u4e0d\u53ef\u907f\u514d\u5730\u5e26\u6765\u4e86\u826f\u6027\u5e27\u5931\u771f\u7684\u6311\u6218\uff0c\u88ab\u4fdd\u6301\u5bf9\u6297\u5e27\u4e0e\u826f\u6027\u5e27\u7684\u7ed3\u6784\u76f8\u4f3c\u6027\uff0cTALO \u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u6700\u5c0f\u5316\u826f\u6027<mark data-type=\"concepts\" data-id=\"e0a8a411-7a42-4bdb-9b67-18c9498026bd\">\u9690\u53d8\u91cf<\/mark> x \u548c\u5bf9\u6297<mark data-type=\"concepts\" data-id=\"e0a8a411-7a42-4bdb-9b67-18c9498026bd\">\u9690\u53d8\u91cf<\/mark><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-836df7844addc8bd0e84cb617ddcd4fc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-836df7844addc8bd0e84cb617ddcd4fc.png\"><\/a>\u4e4b\u95f4<mark data-type=\"concepts\" data-id=\"2ad7abdc-bbaa-4a33-b3ce-53f4fa019fdd\">\u81ea\u6ce8\u610f\u529b<\/mark>\u56fe\u7684\u5e73\u5747\u5dee\u5f02\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-b0554e8b8cd62ce6712759dbbdb638ce.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-b0554e8b8cd62ce6712759dbbdb638ce.png\"><\/a><\/p>\n<section>ReToMe-VA \u7684\u6700\u7ec8<mark data-type=\"concepts\" data-id=\"a3ee878c-7013-408b-8e6b-7b1038057f8f\">\u76ee\u6807\u51fd\u6570<\/mark>\u5982\u4e0b\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-8170addc9db0a9532f65b16fd7746934.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-8170addc9db0a9532f65b16fd7746934.png\"><\/a><\/p>\n<section><strong>\u9012\u5f52 token \u5408\u5e76<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u7814\u7a76\u56e2\u961f\u5f15\u5165\u4e86\u9012\u5f52 token \u5408\u5e76\uff08ReToMe\uff09\u7b56\u7565\uff0c\u8be5\u7b56\u7565\u9012\u5f52\u5339\u914d\u548c\u5408\u5e76\u8de8\u5e27\u7684\u76f8\u4f3c token\uff0c\u4f7f<mark data-type=\"concepts\" data-id=\"2ad7abdc-bbaa-4a33-b3ce-53f4fa019fdd\">\u81ea\u6ce8\u610f\u529b<\/mark>\u6a21\u5757\u80fd\u591f\u63d0\u53d6\u4e00\u81f4\u7684\u7279\u5f81\u3002\u901a\u5e38\uff0ctokenT \u88ab\u5212\u5206\u4e3a\u6e90 (src) \u548c\u76ee\u6807 (dst) \u96c6\u3002\u7136\u540e\uff0c\u6e90\u96c6\u4e2d\u7684 token \u4e0e dst \u4e2d\u6700\u76f8\u4f3c\u7684 token \u5339\u914d\uff0c\u5e76\u968f\u540e\u9009\u62e9 r \u4e2a\u6700\u76f8\u4f3c\u7684\u8fb9\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u901a\u8fc7\u5c06\u6e90\u96c6\u4e2d\u8fde\u63a5\u7684 r \u4e2a\u6700\u76f8\u4f3c\u7684 token \u66ff\u6362\u4e3a\u5339\u914d\u7684\u76ee\u6807\u96c6 token \u6765\u5408\u5e76 token\u3002\u4e3a\u4e86\u4fdd\u6301 token \u6570\u91cf\u4e0d\u53d8\uff0c\u5408\u5e76\u7684 token \u4ee5\u8d4b\u503c\u7684\u65b9\u5f0f\u88ab\u62c6\u5206\u3002token \u5339\u914d\u3001\u5408\u5e76\u548c\u62c6\u5206\u64cd\u4f5c\u8868\u793a\u4e3a\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-8ef11ab5bab2525e909c15ac21f5e075.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-8ef11ab5bab2525e909c15ac21f5e075.png\"><\/a><\/p>\n<p>\u5728<mark data-type=\"concepts\" data-id=\"2ad7abdc-bbaa-4a33-b3ce-53f4fa019fdd\">\u81ea\u6ce8\u610f\u529b<\/mark>\u6a21\u5757\u5c06 token \u6309\u5e27\u5212\u5206\u4e3a<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-4d44146f1202793452faed86114f8c9b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-4d44146f1202793452faed86114f8c9b.png\"><\/a>\u548c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-56379dacf96394ec8ead0d7ef2efce2c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-56379dacf96394ec8ead0d7ef2efce2c.png\"><\/a>\u4e24\u4e2a\u96c6\u5408\u3002\u7136\u540e\u4f7f\u7528\u4e0a\u8ff0\u5408\u5e76\u64cd\u4f5c\u5408\u5e76 token\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-252d03d9aa658cf561cf020738268efb.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-252d03d9aa658cf561cf020738268efb.png\"><\/a><\/p>\n<section>\u7136\u800c\uff0c\u5728\u4e0a\u8ff0\u5408\u5e76\u8fc7\u7a0b\u4e2d\uff0c\u76ee\u6807\u96c6\u4e2d\u7684 token \u4e0d\u4f1a\u88ab\u5408\u5e76\u548c\u538b\u7f29\u3002\u4e3a\u4e86\u6700\u5927\u9650\u5ea6\u5730\u878d\u5408\u5e27\u95f4\u4fe1\u606f\uff0c\u6211\u4eec\u9012\u5f52\u5730\u5c06\u4e0a\u8ff0\u5408\u5e76\u8fc7\u7a0b\u5e94\u7528\u4e8e\u76ee\u6807\u96c6\u4e2d\u7684 token\uff0c\u76f4\u5230\u4ec5\u5305\u542b\u4e00\u5e27\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06 token \u8f93\u5165<mark data-type=\"concepts\" data-id=\"2ad7abdc-bbaa-4a33-b3ce-53f4fa019fdd\">\u81ea\u6ce8\u610f\u529b<\/mark>\u6a21\u5757\u4ee5\u8ba1\u7b97\u8f93\u51fa token\u3002\u8f93\u51fa token \u9700\u8981\u4ee5\u9006\u5411\u987a\u5e8f\u6062\u590d\u5230\u539f\u59cb\u5f62\u72b6\u4ee5\u6267\u884c\u540e\u7eed\u64cd\u4f5c\u3002\u9012\u5f52\u5408\u5e76\u7b56\u7565\u8fc7\u7a0b\u5982\u56fe\u6240\u793a\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-eccdd4999f4e2a891ae08eb169fc6547.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-eccdd4999f4e2a891ae08eb169fc6547.png\"><\/a><\/section>\n<section><strong>\u5b9e\u9a8c<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u7814\u7a76\u56e2\u961f\u9009\u62e9 Kinetics-400 \u6570\u636e\u96c6\uff0cI3D SLOW, TPN, R (2+1) D, VTN,Motionformer, TimeSformer \u548c VideoSwin \u7b49 CNN \u548c ViT \u67b6\u6784\u7684\u6a21\u578b\u8bc4\u4f30\u4e86 ReToMe-VA \u7684\u5bf9\u6297\u6027\u8fc1\u79fb\u6027\u3002\u5f53\u4f7f\u7528\u67d0\u4e00\u79cd\u7ed3\u6784\u7684\u89c6\u9891\u6a21\u578b\u4f5c\u4e3a\u66ff\u4ee3\u6a21\u578b\u65f6\uff0c\u8ba1\u7b97\u6240<mark data-type=\"tech_tasks\" data-id=\"d8e9b7d5-cd62-415a-8a1f-03328af9b808\">\u751f\u6210\u5bf9\u6297<\/mark>\u6837\u672c\u5728\u5176\u4ed6\u7ed3\u6784\u7684\u89c6\u9891\u6a21\u578b\u4e0a\u7684\u653b\u51fb\u6210\u529f\u7387\uff08Attack success rate\uff0cASR\uff09\uff0c\u4ee5\u6b64\u4f5c\u4e3a\u8bc4\u4ef7\u6307\u6807\u3002<\/section>\n<section><\/section>\n<section><strong>\u5bf9\u6297\u8fc1\u79fb\u6027\u5b9e\u9a8c<\/strong><\/section>\n<section><\/section>\n<section>\u7814\u7a76\u56e2\u961f\u9996\u5148\u8bc4\u4f30\u4e86\u6b63\u5e38\u8bad\u7ec3\u7684 CNNs \u548c ViTs 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data-id=\"b5a2059a-1edd-40e7-81d8-f7997f7b3ec2\">\u5bf9\u6297\u9632\u5fa1<\/mark>\u9c81\u68d2\u6027\u5b9e\u9a8c<\/strong><\/section>\n<section><\/section>\n<section>\u7814\u7a76\u56e2\u961f\u5728 HGD\uff0cR&amp;P\uff0cJPEG\uff0cBit-Red \u548c DiffPure \u7b49\u4e94\u79cd\u9632\u5fa1\u65b9\u6cd5\u4e0a\u8bc4\u4f30\u4e86 ReToMe-VA \u7684<mark data-type=\"tech_tasks\" data-id=\"b5a2059a-1edd-40e7-81d8-f7997f7b3ec2\">\u5bf9\u6297\u9632\u5fa1<\/mark>\u9c81\u68d2\u6027\u3002\u901a\u8fc7\u5b9e\u9a8c\uff0cReToMe-VA \u5728\u4e0d\u540c\u9632\u5fa1\u65b9\u6cd5\u4e2d\u4ecd\u4fdd\u6301\u8f83\u9ad8\u7684\u653b\u51fb\u6210\u529f\u7387\u3002\u6bd4\u5982 HGD \u548c DiffPure \u9632\u5fa1\u65b9\u6cd5\u4e0b\uff0cReToMe-VA \u5206\u522b\u6bd4 ACA \u9ad8\u51fa 17.5% \u548c 4.41%\uff0c\u8fd9\u8868\u660e\u5176\u5728\u7a7f\u900f\u8fd9\u4e9b\u9632\u5fa1\u65f6\u7684\u9c81\u68d2\u6027\u548c\u6548\u7387\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-eb0349061dcdc3e39aef3ee9e619c4ee.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-eb0349061dcdc3e39aef3ee9e619c4ee.png\"><\/a><\/p>\n<section><strong>\u53ef\u89c6\u5316<\/strong><\/section>\n<section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-4a334aed8e69bc43bcc51cac4ed12377.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-4a334aed8e69bc43bcc51cac4ed12377.gif\"><\/a><\/p>\n<\/section>\n<section>\u7814\u7a76\u56e2\u961f\u901a\u8fc7\u5bf9\u89c6\u9891\u5e27\u8d28\u91cf\u548c\u65f6\u95f4\u4e00\u81f4\u6027\u7684\u5b9a\u6027\u548c\u5b9a\u91cf\u6bd4\u8f83\u6765\u5c55\u793a ReToMe-VA 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-663137fe2a897ae2d774ef6a30fb027f.png\"><\/a><\/p>\n<section>\u65f6\u5e8f\u4e00\u81f4\u6027<\/section>\n<section><\/section>\n<section>\u7814\u7a76\u56e2\u961f\u4f7f\u7528\u4e94\u4e2a\u6307\u6807\u8bc4\u4f30\u89c6\u9891\u7684\u65f6\u5e8f\u4e00\u81f4\u6027\uff0c\u6240\u6709\u6307\u6807\u90fd\u8fbe\u5230\u4e86\u524d\u4e24\u540d\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u8fd0\u52a8\u5e73\u6ed1\u5ea6\u548c\u65f6\u95f4\u95ea\u70c1\u6027\u53d6\u5f97\u4e86\u6700\u4f73\u7ed3\u679c\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-5c5c3f5c40b7a9f6c71ee2b8e7db3578.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-5c5c3f5c40b7a9f6c71ee2b8e7db3578.png\"><\/a><\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-27-4\" target=\"_blank\">ACM MM24 | \u590d\u65e6\u63d0\u51fa\u9996\u4e2a\u57fa\u4e8e\u6269\u6563\u6a21\u578b\u7684\u89c6\u9891\u975e\u9650\u5236\u6027\u5bf9\u6297\u653b\u51fb\u6846\u67b6\uff0c\u4e3b\u6d41CNN\u548cViT\u67b6\u6784\u90fd\u9632\u4e0d\u4f4f\u5b83<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:ACM MM24 |  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