{"id":34527,"date":"2024-12-08T08:56:28","date_gmt":"2024-12-08T00:56:28","guid":{"rendered":"https:\/\/17aitech.com\/?p=34527"},"modified":"2024-12-08T08:56:28","modified_gmt":"2024-12-08T00:56:28","slug":"%e9%a6%96%e4%b8%aa%e8%a7%86%e9%a2%91%e6%80%9d%e7%bb%b4%e9%93%be%e6%8e%a8%e7%90%86%e6%a1%86%e6%9e%b6video-of-thought%e6%9d%a5%e4%ba%86%ef%bc%9a%e5%83%8f%e4%ba%ba%e4%b8%80%e6%a0%b7%e4%bb%8e%e6%84%9f","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=34527","title":{"rendered":"\u9996\u4e2a\u89c6\u9891\u601d\u7ef4\u94fe\u63a8\u7406\u6846\u67b6Video-of-Thought\u6765\u4e86\uff1a\u50cf\u4eba\u4e00\u6837\u4ece\u611f\u77e5\u5230\u8ba4\u77e5\u5168\u9762\u63a8\u7406\u89c6\u9891"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-07-12-3\" target=\"_blank\">\u9996\u4e2a\u89c6\u9891\u601d\u7ef4\u94fe\u63a8\u7406\u6846\u67b6Video-of-Thought\u6765\u4e86\uff1a\u50cf\u4eba\u4e00\u6837\u4ece\u611f\u77e5\u5230\u8ba4\u77e5\u5168\u9762\u63a8\u7406\u89c6\u9891<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-7b8f1caf68723ad8c398c32d65e80d9c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-7b8f1caf68723ad8c398c32d65e80d9c.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\u6765\u81ea\u4e8e\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u3001\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u4ee5\u53ca\u54c8\u5de5\u6df1\u3002\u5176\u4e2d\uff0c\u8d39\u8c6a\u7684\u7814\u7a76\u65b9\u5411\u4e3a<mark data-type=\"tech_methods\" data-id=\"4468592f-93e9-4575-be91-fd64c0c6afe0\">\u591a\u6a21\u6001\u5b66\u4e60<\/mark>\u3001\u591a\u6a21\u6001\u5927<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\u3002\u5434\u80dc\u743c\uff0c\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u535a\u58eb\u751f\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u591a\u6a21\u6001\u5927<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\u3002\u5409\u709c\u7684\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a<mark data-type=\"tech_methods\" data-id=\"4468592f-93e9-4575-be91-fd64c0c6afe0\">\u591a\u6a21\u6001\u5b66\u4e60<\/mark>\uff0c\u591a\u6a21\u6001\u5185\u5bb9\u751f\u6210\u3002\u5f20\u542b\u671b\u6559\u6388\u7684\u7814\u7a76\u5174\u8da3\u5305\u542b<mark data-type=\"tech_tasks\" data-id=\"6e614199-9e49-450e-9078-61fb2b122da9\">\u8ba1\u7b97\u673a\u89c6\u89c9<\/mark>\u3001<mark data-type=\"tech_tasks\" data-id=\"7bfd8094-939e-494c-b593-4ed9605a549a\">\u56e0\u679c\u63a8\u65ad<\/mark>\u3002\u5f20\u6885\u5c71\u6559\u6388\u7684\u7814\u7a76\u65b9\u5411\u5305\u62ec\u4ee3\u7801\u667a\u80fd\uff0c<mark data-type=\"tech_tasks\" data-id=\"c8ff5114-6cbb-49ca-8a89-3ee2826be0b4\">\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/mark>\uff0c\u591a\u6a21\u6001\u751f\u6210\u4e0e\u7406\u89e3\u3002Mong-Li Lee\u548cWynne Hsu\u6559\u6388\u7684\u7814\u7a76\u65b9\u5411\u4e3a\u793e\u4ea4\u5a92\u4f53\u5206\u6790\uff0c\u534f\u540c<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u7b49\u7b49\u3002<br \/><\/strong><\/section>\n<section><\/section>\n<section>\u6700\u8fd1\uff0c\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u8054\u5408\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u548c\u54c8\u5de5\u6df1\u7684\u7814\u7a76\u4eba\u5458\u5171\u540c\u63d0\u51fa\u4e86\u4e00\u4e2a\u5168\u65b0\u7684\u89c6\u9891\u63a8\u7406\u6846\u67b6\uff0c\u8fd9\u4e5f\u662f\u9996\u6b21\u5927\u6a21\u578b\u63a8\u7406\u793e\u533a\u63d0\u51fa\u7684\u9762\u5411\u89c6\u9891\u7684\u601d\u7ef4\u94fe\u6846\u67b6\uff08Video-of-Thought\uff0c VoT\uff09\u3002\u89c6\u9891\u601d\u7ef4\u94feVoT\u8ba9\u89c6\u9891\u591a\u6a21\u6001\u5927<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\u5728\u590d\u6742\u89c6\u9891\u7684\u7406\u89e3\u548c\u63a8\u7406\u6027\u80fd\u4e0a\u5927\u5e45\u63d0\u5347\u3002\u8be5\u5de5\u4f5c\u5df2\u88abICML 2024\u5f55\u7528\u4e3aOral paper\u3002<\/section>\n<section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-0487df4e114f8ca963369f7afa6e26b5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-0487df4e114f8ca963369f7afa6e26b5.png\"><\/a><\/p>\n<\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5:\u00a0https:\/\/openreview.net\/pdf?id=fO31YAyNbI<\/section>\n<\/li>\n<li>\n<section>\u9879\u76ee\u94fe\u63a5:\u00a0http:\/\/haofei.vip\/VoT\/<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u4ece<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u5230\u8ba4\u77e5\u7684\u98de\u8dc3<\/strong><\/section>\n<section><\/section>\n<section>\u76f8\u6bd4\u4e8e\u7406\u89e3\u548c\u63a8\u7406\u9759\u6001\u7684\u56fe\u7247\uff0c\u5728\u89c6\u89c9\u5904\u7406\u793e\u533a\uff0c\u63a8\u7406\u89c6\u9891\u7684\u96be\u5ea6\u8981\u590d\u6742\u56f0\u96be\u5f88\u591a\uff0c\u56e0\u4e3a\u89c6\u9891\u5929\u7136\u5730\u5b58\u5728\u66f4\u5177\u6311\u6218\u7684\u52a8\u6001\u65f6\u5e8f\u7279\u6027\uff0c\u4ee5\u53ca\u5b58\u5728\u66f4\u591a\u5197\u4f59\u7684\u89c6\u89c9\u5185\u5bb9\u3002\u8fc7\u53bb\u7684\u89c6\u9891\u7406\u89e3\u7814\u7a76\u591a\u96c6\u4e2d\u4e8e\u89c6\u9891\u7684\u6d45\u5c42<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\uff0c\u5982<mark data-type=\"tech_tasks\" data-id=\"3db561ba-ea9e-4620-822b-89a1e6f7b30c\">\u89c6\u9891\u52a8\u4f5c\u8bc6\u522b<\/mark>\u3001\u52a8\u6001\u8bc6\u522b\u548c\u89c6\u9891\u63cf\u8ff0\u751f\u6210\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u5bf9\u590d\u6742\u89c6\u9891\u7684\u6df1\u5165\u7406\u89e3\u548c\u63a8\u7406\u4ecd\u5b58\u5728\u663e\u8457\u4e0d\u8db3\u3002\u76f8\u8f83\u4e8e\u6d45\u5c42\u7684\u89c6\u9891<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\uff0c\u590d\u6742\u89c6\u9891\u7684\u63a8\u7406\u4e0d\u4ec5\u9700\u8981\u5bf9\u89c6\u9891\u7684\u65f6\u7a7a\u7279\u6027\u6709\u590d\u6742\u7684\u7406\u89e3\uff0c\u8fd8\u9700\u6df1\u523b\u628a\u63e1\u50cf\u7d20\u80cc\u540e\u7684\u5185\u5728\u9ad8\u9636\u5e38\u8bc6\u3002\u4e3a\u4e86\u5f7b\u5e95\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0cVoT\u5e94\u8fd0\u800c\u751f\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e\u4eba\u7c7b\u800c\u8a00\uff0c\u7406\u89e3\u89c6\u9891\u5c31\u50cf\u5403\u996d\u559d\u6c34\u4e00\u6837\u7b80\u5355\u3002\u90a3\u4e48\u6211\u4eec\u4eba\u7c7b\u662f\u5982\u4f55\u8fdb\u884c\u89c6\u9891\u7406\u89e3\u63a8\u7406\u7684\u5462\uff1f\u6211\u4eec\u4e0d\u59a8\u8003\u8651\u4ee5\u4e0b\u4e00\u4e2a\u6848\u4f8b\u3002\u4ee5\u4e0b\u7684\u8fd9\u6bb5\u89c6\u9891\u5c55\u793a\u4e86\u4e00\u4e2a\u573a\u666f\uff1a\u4e00\u8f86\u9ad8\u901f\u884c\u9a76\u7684\u6c7d\u8f66\u4e0e\u4e00\u8f86\u7ea2\u8272\u6cb9\u7f50\u5361\u8f66\u5728\u516c\u8def\u4e0a\u76f8\u649e\u3002\u5bf9\u5e94\u7684\u95ee\u9898\u662f\uff1a\u201c\u8fd9\u8f86\u7ea2\u8272\u6cb9\u7f50\u5361\u8f66\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f\u201d\u00a0<\/section>\n<section><\/section>\n<section>\u5f53\u4eba\u7c7b\u62ff\u5230\u8fd9\u4e2a\u9898\u76ee\u7684\u89c6\u9891\uff0c\u9996\u5148\uff0c\u6211\u4eec\u4f1a\u6839\u636e\u95ee\u9898\u786e\u5b9a\u611f\u5174\u8da3\u7684\u76ee\u6807\uff0c\u5373\u7ea2\u8272\u6cb9\u7f50\u5361\u8f66\u3002\u7136\u540e\uff0c\u6211\u4eec\u4f1a\u4ed4\u7ec6\u89c2\u770b\u89c6\u9891\uff0c\u8ddf\u8e2a\u76ee\u6807\u5bf9\u8c61\u5728\u89c6\u9891\u4e2d\u7684\u52a8\u4f5c\u8bed\u4e49\u3002\u63a5\u7740\uff0c\u6211\u4eec\u4f1a\u8fdb\u884c\u4e00\u4e9b\u6df1\u5165\u548c\u9ad8\u5c42\u6b21\u7684\u63a8\u7406\uff0c\u53ef\u80fd\u4f1a\u7ed3\u5408\u4e00\u4e9b\u5e38\u8bc6\u77e5\u8bc6\u3002\u6700\u540e\uff0c\u6211\u4eec\u7ed9\u51fa\u63a8\u7406\u7b54\u6848\uff1a\u201c\u53ef\u80fd\u4f1a\u7740\u706b\u751a\u81f3\u7206\u70b8\u3002\u201d<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-63fce148f15b852bcd764776850a57a6.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-63fce148f15b852bcd764776850a57a6.png\"><\/a><\/p>\n<section><strong>\u53cc\u91cd\u80fd\u529b\uff1a<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u4e0e\u8ba4\u77e5\u7684\u5b8c\u7f8e\u7ed3\u5408<\/strong><\/section>\n<section><\/section>\n<section>\u4ece\u4ee5\u4e0a\u7684\u4eba\u7c7b\u7684\u8ba4\u77e5\u6a21\u5f0f\u548c\u6a21\u5f0f\u6c72\u53d6\u7075\u611f\uff0c\u7814\u7a76\u56e2\u961f\u6307\u51fa\uff0c\u8981\u5b9e\u73b0\u590d\u6742\u89c6\u9891\u63a8\u7406\uff0c\u9700\u8981\u5177\u5907\u4e24\u4e2a\u5173\u952e\u80fd\u529b\uff1a\u50cf\u7d20\u7406\u89e3\u7684<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u80fd\u529b\u548c\u8bed\u4e49\u7406\u89e3\u7684\u8ba4\u77e5\u80fd\u529b\u3002\u5e76\u4e14\u6700\u91cd\u8981\u7684\u662f\uff0c\u89c6\u9891\u63a8\u7406\u53ef\u80fd\u4e0d\u662f\u4e00\u4e2a\u77ac\u65f6\u4e00\u6b65\u5230\u4f4d\u7684\u8fc7\u7a0b\uff0c\u800c\u662f\u4e00\u4e2a\u7531\u4f4e\u7ea7<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u5230\u9ad8\u7ea7\u8ba4\u77e5\u7684\u591a\u8df3\u8fc7\u7a0b\u3002<\/section>\n<section><\/section>\n<section><strong><mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u80fd\u529b\uff1a<\/strong>\u4e3a\u4e86\u5b9e\u73b0\u7cbe\u786e\u7684\u5185\u5bb9<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\uff0c\u5fc5\u987b\u5bf9\u89c6\u9891\u8fd0\u52a8\u8fdb\u884c\u7ec6\u81f4\u7684\u50cf\u7d20\u7ea7\u7406\u89e3\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u53ef\u80fd\u9700\u8981\u6df1\u5165\u7ed3\u5408\u7ed9\u5b9a\u7684\u89c6\u9891\u5185\u5bb9\uff0c\u5e76\u4e14\u5177\u5907\u7cbe\u7ec6\u7684\u5185\u5bb9\u5b9a\u4f4d\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-31c174e72ef6eb3d849e2da85c2d377b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-31c174e72ef6eb3d849e2da85c2d377b.png\"><\/a><\/p>\n<section>\u7136\u800c\uff0c\u5927\u591a\u6570\u73b0\u6709\u89c6\u9891\u7406\u89e3\u65b9\u6cd5\u5c40\u9650\u4e8e\u5b9e\u4f8b\u5206\u6790\uff0c\u7f3a\u4e4f\u7cbe\u7ec6\u7684\u63a7\u5236\u548c\u51c6\u786e\u7684\u5bf9\u8c61\u7ea7\u8bc6\u522b\u6216\u8ddf\u8e2a\uff0c\u66f4\u4e0d\u7528\u8bf4\u6df1\u5165\u7684\u89c6\u9891\u7406\u89e3\u4e86\u3002<\/section>\n<section><\/section>\n<section><strong>\u8ba4\u77e5\u80fd\u529b\uff1a<\/strong>\u6df1\u5165\u7684\u63a8\u7406\u9700\u8981\u8ba4\u77e5\u80fd\u529b\uff0c\u5141\u8bb8\u6a21\u578b\u63d0\u4f9b\u5408\u7406\u7684\u89e3\u91ca\u751a\u81f3\u56e0\u679c\u60f3\u8c61\u3002\u8fd9\u4e2a\u5c42\u6b21\u9700\u8981\u7ed3\u5408\u4e00\u5b9a\u7684\u4e16\u754c\u5e38\u8bc6\u77e5\u8bc6\u3002\u4f8b\u5982\u7406\u89e3\u300c\u4ece\u9ad8\u5904\u8df3\u4e0b\u53ef\u80fd\u5bfc\u81f4\u9aa8\u6298\u300d\uff0c\u6216\u8005\u300c\u4e0e\u6cb9\u7f50\u8f66\u76f8\u649e\u53ef\u80fd\u5f15\u53d1\u7206\u70b8\u300d\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-8dc9de3a5ca53726fe234edd99a2e801.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-8dc9de3a5ca53726fe234edd99a2e801.png\"><\/a><\/section>\n<section><strong>\u5168\u65b0\u63a8\u7406\u6846\u67b6\uff1a\u89c6\u9891\u601d\u7ef4\u94fe\u7684\u8bde\u751f<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\uff0c\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u4e2a\u5168\u65b0\u7684\u63a8\u7406\u6846\u67b6\u2014\u2014\u201c\u89c6\u9891\u601d\u7ef4\u94fe\u201d\u3002\u8be5\u601d\u7ef4\u94fe\u5c06\u590d\u6742\u7684\u89c6\u9891\u63a8\u7406\u95ee\u9898\u5206\u89e3\u4e3a\u4ece\u5e95\u5c42\u89c6\u89c9<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u5230\u4e0a\u5c42\u5e38\u8bc6\u8ba4\u77e5\u7684\u4e00\u7cfb\u5217\u5b50\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<section>\u4e0e\u6b64\u540c\u65f6\uff0c\u4e3a\u4e86\u534f\u52a9\u5b9e\u73b0\u4e0a\u8ff0\u7684\u7ec6\u7c92\u5ea6\u89c6\u9891<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u80fd\u529b\uff0c\u4f5c\u8005\u8fd8\u63d0\u51fa\u5229\u7528\u65f6\u7a7a\u573a\u666f\u56fe\uff08Spatial-Temporal Scene Graph, STSG\uff09\u8868\u5f81\u534f\u52a9\u63a8\u7406\u8fc7\u7a0b\uff0c\u5e2e\u52a9\u751f\u6210\u7684\u7ec6\u7c92\u5ea6<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u4e2d\u95f4\u7ed3\u679c\uff0c\u4ece\u800c\u5b9e\u73b0\u7cbe\u7ec6\u7684\u65f6\u7a7a\u7279\u5f81\u7406\u89e3\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-7f429c46a8387e1eaa05d2c4ff920089.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-7f429c46a8387e1eaa05d2c4ff920089.png\"><\/a><\/p>\n<section>\u5e76\u4e0e\u89c6\u9891\u591a\u6a21\u6001\u5927\u6a21\u578b\u76f8\u7ed3\u5408\uff0c\u6700\u7ec8\u63d0\u51fa\u4e86\u4e00\u4e2a\u5168\u65b0\u7684\u89c6\u9891MLLM\uff0c MotionEmpic\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-8d86d05692fc802040f9b03c1dc1548d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-8d86d05692fc802040f9b03c1dc1548d.png\"><\/a><\/p>\n<section>\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u4f5c\u8005\u63d0\u51fa\u7684\u5168\u65b0\u63a8\u7406\u6846\u67b6\u53ef\u663e\u8457\u63d0\u5347\u6a21\u578b\u5728\u5404\u7c7b\u89c6\u9891QA\u4e0a\u7684\u6027\u80fd\uff0c\u8d85\u8d8a\u4e86\u5f53\u524d\u6240\u6709\u4f20\u7edf\u89c6\u9891MLLM\u4ee5\u53caCoT\u65b9\u6cd5\u7684\u8868\u73b0\u3002<\/section>\n<section><\/section>\n<section><strong>A.\u89c6\u9891\u601d\u7ef4\u94feVoT\u63a8\u7406\u6846\u67b6<\/strong><\/section>\n<section><\/section>\n<section>VoT\u63a8\u7406\u6846\u67b6\u4e00\u5171\u5305\u542b5\u4e2a\u6b65\u9aa4\uff1a<\/section>\n<section><\/section>\n<section><strong>Step-1\uff1a\u4efb\u52a1\u5b9a\u4e49\u4e0e\u76ee\u6807\u8bc6\u522b<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u9996\u5148\uff0c\u7ed9\u5b9a\u8f93\u5165\u89c6\u9891\u548c\u95ee\u9898\uff0cVoT\u4f1a\u8bc6\u522b\u95ee\u9898\u4e2d\u6d89\u53ca\u7684\u6240\u6709\u53ef\u80fd\u76ee\u6807\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u786e\u4fdd\u7cfb\u7edf\u660e\u786e\u4e86\u89e3\u9700\u8981\u5206\u6790\u7684\u5bf9\u8c61\u548c\u76f8\u5173\u4efb\u52a1\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-d21543fad0683430127500c842c6eb07.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-d21543fad0683430127500c842c6eb07.png\"><\/a><\/p>\n<section><strong>Step-2\uff1a\u76ee\u6807\u8ffd\u8e2a<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u63a5\u4e0b\u6765\uff0cVoT\u5206\u6790\u89c6\u9891\u5185\u5bb9\uff0c\u8ffd\u8e2a\u95ee\u9898\u6240\u6d89\u53ca\u7684\u76ee\u6807\u884c\u4e3a\u8f68\u8ff9\uff0c\u8f93\u51fa<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u5c42\u9762\u7684\u65f6\u7a7a\u573a\u666f\u56fe (STSG)\u3002\u751f\u6210\u7684\u5173\u4e8e\u76ee\u6807\u8f68\u8ff9STSG\u5c06\u4e3a\u4e0b\u4e00\u6b65\u884c\u4e3a\u5206\u6790\u7684<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u8bc1\u636e\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-b1dfa7b14b9ecb4bbe83113f67c5c67d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-b1dfa7b14b9ecb4bbe83113f67c5c67d.png\"><\/a><\/section>\n<section><strong>Step-3\uff1a\u884c\u4e3a\u5206\u6790<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u5728\u8fd9\u4e00\u6b65\u4e2d\uff0cVoT\u901a\u8fc7\u6574\u5408STSG\u4e2d\u7684\u76ee\u6807\u8ddf\u8e2a\u7ed3\u679c\uff0c\u8fdb\u4e00\u6b65\u63d0\u793a\u6a21\u578b\u8003\u8651\u66f4\u591a\u6f5c\u5728\u76f8\u5173\u7684\u5e38\u8bc6\u77e5\u8bc6\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u5c06\u89c6\u9891\u50cf\u7d20\u89c2\u5bdf\u4e0e\u73b0\u5b9e\u4e16\u754c\u8054\u7cfb\u8d77\u6765\uff0c\u5b9e\u73b0\u5bf9\u89c6\u9891\u7684\u66f4\u6df1\u5165\u7406\u89e3\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-2f1fb11633cb61f9306ea4cdaac63348.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-2f1fb11633cb61f9306ea4cdaac63348.png\"><\/a><\/p>\n<section><strong>Step-4\uff1a\u6392\u540d\u673a\u5236\u56de\u7b54\u95ee\u9898<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u5728\u6df1\u5165\u7406\u89e3\u4e86\u89c6\u9891\u4e2d\u76ee\u6807\u884c\u4e3a\u4e4b\u540e\uff0c\u73b0\u5728\u5f00\u59cb\u56de\u7b54\u539f\u59cb\u95ee\u9898\u3002\u9996\u5148\uff0c\u672c\u7cfb\u7edf\u5c06\u6240\u6709QA\u95ee\u9898\u7edf\u4e00\u4e3a\u591a\u9879\u9898\uff0c\u5373\u4ece\u63d0\u4f9b\u7684\u591a\u4e2a\u5019\u9009\u7b54\u6848\u4e2d\u9009\u51fa\u6700\u7ec8\u7b54\u6848\u3002\u8fdb\u4e00\u6b65\uff0c\u53d7\u4eba\u7c7b\u89e3\u7b54\u591a\u9009\u9898\u7684\u6a21\u5f0f\u542f\u53d1\uff0c\u672c\u7cfb\u7edf\u8fd8\u91c7\u7528\u4e86\u6392\u540d\u673a\u5236\u6765\u786e\u5b9a\u6700\u7ec8\u7b54\u6848\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u5bf9\u4e8e\u6bcf\u4e2a\u5019\u9009\u7b54\u6848\uff0cVoT\u5c06\u63d0\u793a\u6a21\u578b\u6839\u636e\u5e38\u8bc6\u77e5\u8bc6\u8bc4\u4f30\u5176\u53ef\u80fd\u6027\uff08\u4ece1\u523010\uff09\uff0c\u5e76\u63d0\u4f9b\u76f8\u5e94\u7684\u7406\u7531\u3002\u6700\u7ec8\u6839\u636e\uff0c\u6392\u540d\u9ad8\u7684\u5019\u9009\u5219\u4e3a\u6700\u7ec8\u56de\u7b54\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-fbc4b597b153260a25513b104c88ebe1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-fbc4b597b153260a25513b104c88ebe1.png\"><\/a><\/p>\n<section><strong>Step-5\uff1a\u7b54\u6848\u9a8c\u8bc1<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u9274\u4e8e\u590d\u6742\u89c6\u9891\u4efb\u52a1\u901a\u5e38\u6d89\u53ca\u590d\u6742\u7684\u95ee\u9898\u548c\u7b54\u6848\uff0c\u5e76\u4e14\u6574\u4e2a\u63a8\u7406\u8fc7\u7a0b\u5305\u542b\u4e86\u591a\u4e2a\u73af\u8282\uff0c\u56e0\u6b64\u6838\u5b9e\u4e0a\u4e00\u6b65\u63d0\u4f9b\u7684\u7b54\u6848\u81f3\u5173\u91cd\u8981\u3002\u672c\u7cfb\u7edf\u7684\u57fa\u672c\u6838\u9a8c\u601d\u8def\u662f\uff0c\u5047\u8bbe\u7b54\u6848A\u662f\u6b63\u786e\u7684\uff0c\u6211\u4eec\u5c06\u4ece\u4e24\u4e2a\u65b9\u9762\u56de\u987e\u6027\u8bc4\u4f30\u7b54\u6848\u662f\u5426\u4e0e\u8f93\u5165\u95ee\u9898\u548c\u89c6\u9891\u5185\u5bb9\u76f8\u77db\u76fe\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section><mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u9a8c\u8bc1\uff1a\u68c0\u67e5\u50cf\u7d20\u5b9a\u4f4d\u4fe1\u606f\u662f\u5426\u4e0e\u89c6\u9891\u4e2d\u4ece<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u89d2\u5ea6\u5448\u73b0\u7684\u4e8b\u5b9e\u4e00\u81f4\u3002<\/section>\n<\/li>\n<li>\n<section>\u8ba4\u77e5\u9a8c\u8bc1\uff1a\u4ece\u8ba4\u77e5\u89d2\u5ea6\u63d0\u793a\u6a21\u578b\uff0c\u786e\u5b9a\u7b54\u6848\u4e2d\u56fa\u6709\u7684\u5e38\u8bc6\u6027\u77e5\u8bc6\u662f\u5426\u4e0e\u7b2c\u4e09\u6b65\u63a8\u7406\u4e2d\u63a8\u65ad\u51fa\u7684\u4e3b\u8981\u89c2\u5bdf\u7ed3\u679c\u76f8\u77db\u76fe\u3002<\/section>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-4097f74d685721b98b621dbf5dafce19.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-4097f74d685721b98b621dbf5dafce19.png\"><\/a><\/p>\n<section>\u6700\u7ec8\uff0c\u786e\u4fddVoT\u80fd\u591f\u8f93\u51fa\u6700\u6b63\u786e\u7684\u7ed3\u679c\u3002<\/section>\n<section><\/section>\n<section>VoT\u63a8\u7406\u6846\u67b6\u7684\u4e94\u4e2a\u6b65\u9aa4\uff0c\u4ece\u4efb\u52a1\u5b9a\u4e49\u4e0e\u76ee\u6807\u8bc6\u522b\uff0c\u5230\u6700\u7ec8\u7684\u7b54\u6848\u9a8c\u8bc1\uff0c\u5168\u9762\u63d0\u5347\u4e86\u89c6\u9891\u7406\u89e3\u548c\u63a8\u7406\u7684\u7cbe\u786e\u6027\u548c\u53ef\u9760\u6027\uff0c\u4e3a\u590d\u6742\u89c6\u9891\u4efb\u52a1\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u89e3\u51b3\u65b9\u6848<\/section>\n<section><\/section>\n<section><strong>B.\u5b9e\u9a8c\u9a8c\u8bc1<\/strong><\/section>\n<section><\/section>\n<section><strong>1. \u4e3b\u5b9e\u9a8c\u6bd4\u8f83<\/strong><\/section>\n<section><\/section>\n<section>\u4f5c\u8005\u9996\u5148\u5728\u591a\u4e2a\u590d\u6742VideoQA\u7684\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u4e86\u6d4b\u8bd5\u3002\u5b9e\u9a8c\u7ed3\u679c\u8bc1\u660eVoT\u5728\u6240\u6709\u7684\u6d4b\u8bd5\u96c6\u4e0a\u83b7\u5f97\u4e86\u6301\u7eed\u7684\u5f3a\u4e8eSoTA\u57fa\u7ebf\u6a21\u578b\u7684\u8868\u73b0\uff0c\u751a\u81f3\u8d85\u8d8a\u4f20\u7edfCoT\u7684\u6027\u80fd\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-690f04926c9a0a5ffd74b1054844eb55.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-690f04926c9a0a5ffd74b1054844eb55.png\"><\/a><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-31cb17efea38fbe655d544dcfda6c076.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-31cb17efea38fbe655d544dcfda6c076.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-befffc9859051e256bf03209732f32e2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-befffc9859051e256bf03209732f32e2.png\"><\/a><\/p>\n<section><strong>2. Zero-shot\u7ed3\u679c<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u63a5\u4e0b\u6765\uff0c\u4f5c\u8005\u6bd4\u8f83\u4e86\u4e0d\u540c\u6a21\u578b\u5728zero-shot\u4e0b\u7684\u6027\u80fd\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u76f8\u6bd4\u8f83\u4e0e\u4f20\u7edf\u7684CoT\uff0cVoT\u6027\u80fd\u63d0\u5347\u66f4\u5927\u3001\u66f4\u660e\u663e\u3002\u5e76\u4e14\uff0c\u5728\u4e24\u4e2a\u590d\u6742\u7684\u89c6\u9891\u95ee\u7b54\u4efb\u52a1\u4e0a\u7684\u589e\u5f3a\u6548\u679c\u6bd4\u5728\u76f8\u5bf9\u7b80\u5355\u7684\u4efb\u52a1\uff08\u4f8b\u5982\uff0cMSR-VTT\u548cActivityNet\uff09\u4e0a\u7684\u589e\u5f3a\u66f4\u4e3a\u660e\u663e\u3002\u8fd9\u4e3b\u8981\u662f\u56e0\u4e3a\u540e\u8005\u7684\u6570\u636e\u96c6\u66f4\u503e\u5411\u4e8e<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u63a8\u7406\uff08\u4f8b\u5982\uff0c\u63cf\u8ff0\u89c6\u9891\u4e2d\u7684\u5185\u5bb9\uff09\uff0c\u800c\u4e0d\u662f\u8ba4\u77e5\u63a8\u7406\uff08\u4f8b\u5982\uff0c\u89e3\u91ca\u3001\u9884\u89c1\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-6c97bd7af72cd51a441f5c7e1a08376d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-6c97bd7af72cd51a441f5c7e1a08376d.png\"><\/a><\/section>\n<section><strong>3. \u63a8\u7406\u80fd\u529b\u8be6\u7ec6\u5206\u6790<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u9996\u5148\uff0c\u4f5c\u8005\u8fdb\u884c\u4e86\u4eba\u7c7b\u8bc4\u4f30\u3002\u5982\u56fe7\u4e0a\u8868\u6240\u793a\uff0c\u4f7f\u7528VoT\u63a8\u7406\u6846\u67b6\u7684MotionEpic\u53d6\u5f97\u4e86\u76f8\u5f53\u51fa\u8272\u7684\u7ed3\u679c\uff0c\u751a\u81f3\u53ef\u4ee5\u4e0e\u4eba\u7c7b\u8868\u73b0\u76f8\u5ab2\u7f8e\u3002\u8fdb\u4e00\u6b65\uff0c\u4f5c\u8005\u603b\u7ed3\u4e86\u516d\u79cd\u5e38\u89c1\u7684\u9519\u8bef\u6848\u4f8b\uff0c\u5e76\u5206\u6790\u516d\u79cd\u6700\u5e38\u89c1\u9519\u8bef\u7c7b\u522b\u7684\u5dee\u5f02\u3002\u5982\u56fe\u4e0b\u90e8\u5206\u6240\u793a\uff0cMotionEpic\uff08\u4f7f\u7528VoT\uff09\u663e\u8457\u964d\u4f4e\u4e86VideoLLaVA\uff08\u4f7f\u7528CoT\uff09\u7684\u9519\u8bef\u7387\uff0c\u7279\u522b\u662f\u5728\u52a8\u4f5c\u8bed\u4e49\u548c\u5e38\u8bc6\u7406\u89e3\u65b9\u9762\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-d720e34b7f96f23a007bac25b18d3a7c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-d720e34b7f96f23a007bac25b18d3a7c.png\"><\/a><\/p>\n<section><strong>4. \u63a8\u7406\u8fc7\u7a0b\u53ef\u89c6\u5316\u5206\u6790<\/strong><\/section>\n<section><\/section>\n<section>\u6700\u540e\uff0c\u4f5c\u8005\u901a\u8fc7\u4e00\u4e2a\u6848\u4f8b\u5206\u6790\u76f4\u89c2\u5730\u5c55\u793a\u4e86VoT\u7684\u4f18\u8d8a\u6027\u3002\u5982\u56fe8\u6240\u793a\uff0c\u89c6\u9891\u5185\u5bb9\u663e\u793a\u4e86\u201c\u8bad\u5bfc\u5458\u5e26\u7740\u5c0f\u72d7\u8de8\u8d8a\u5404\u7c7b\u969c\u788d\u6bd4\u8d5b\u201d\u7684\u590d\u6742\u573a\u666f\uff0c\u800c\u7ed9\u5b9a\u7684\u95ee\u9898\u662f\u62bd\u8c61\u4e14\u590d\u6742\uff0c\u9700\u8981\u7ed3\u5408\u5e38\u8bc6\uff0c\u800c\u4e0d\u80fd\u7b80\u5355\u5730\u901a\u8fc7\u89c6\u9891\u672c\u8eab\u7684<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u76f4\u63a5\u56de\u7b54\u3002\u5b9e\u9a8c\u7ed3\u679c\u53d1\u73b0\uff0c\u53ea\u6709\u672c\u7cfb\u7edf\u7ed9\u51fa\u4e86\u6b63\u786e\u7684\u7b54\u6848\u3002\u5177\u4f53\u5730\uff0c\u5728\u5185\u5bb9<mark data-type=\"concepts\" data-id=\"1ccbfcc7-1b56-44d6-b64b-729d855abcb1\">\u611f\u77e5<\/mark>\u5c42\u9762\uff0cVoT\u901a\u8fc7\u57fa\u4e8eSTSG\u7684\u89c6\u9891\u5b9a\u4f4d\u786e\u4fdd\u4e86\u51c6\u786e\u4e14\u7a33\u5065\u7684\u7406\u89e3\uff0c\u9632\u6b62\u4e86\u5e7b\u89c9\uff0c\u5373\u6b63\u786e\u5730\u89e3\u91ca\u4e86\u52a8\u7269\u662f\u4e00\u53ea\u72d7\uff0c\u7136\u540e\u4ece<mark data-type=\"tech_tasks\" data-id=\"68333924-4a7e-46d3-b050-247c039677b5\">\u5e38\u8bc6\u63a8\u65ad<\/mark>\u573a\u666f\u6d89\u53ca\u8bad\u7ec3\u8005\u6b63\u5728\u8bad\u7ec3\u72d7\u3002\u7136\u540e\uff0c\u5728\u8ba4\u77e5\u5c42\u9762\uff0c\u5b83\u5206\u6790\u6bcf\u4e2a\u9009\u9879\u4ee5\u786e\u5b9a\u6700\u4f73\u7b54\u6848\u3002\u901a\u8fc7\u8fdb\u4e00\u6b65\u9a8c\u8bc1\uff0c\u7ed3\u679c\u4e0e\u89c6\u9891\u5185\u5bb9\u548c\u4e8b\u5b9e\u5e38\u8bc6\u7406\u89e3\u4e00\u81f4\u3002\u603b\u4f53\u800c\u8a00\uff0c\u901a\u8fc7\u95ee\u9898\u5206\u89e3\uff0c\u6574\u4e2a\u63a8\u7406\u5728\u6bcf\u4e2a\u6b65\u9aa4\u4e0a\u5927\u5927\u63d0\u9ad8\u4e86\u51c6\u786e\u6027\uff0c\u540c\u65f6\u786e\u4fdd\u4e86\u4e00\u4e2a\u53ef\u89e3\u91ca\u7684\u8fc7\u7a0b\u51b3\u7b56\u7406\u7531\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-31d403c2cda663135ce6fefedab72216.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-31d403c2cda663135ce6fefedab72216.png\"><\/a><\/p>\n<section>\u4f5c\u8005\u8fd8\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u53ef\u89c6\u5316\u5206\u6790\uff1a<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-29416ccbb6e276a5e66dd2dcb495eb43.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-29416ccbb6e276a5e66dd2dcb495eb43.png\"><\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-c8d2d92d72ab40646021291646374c0f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-c8d2d92d72ab40646021291646374c0f.png\"><\/a><\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-07-12-3\" target=\"_blank\">\u9996\u4e2a\u89c6\u9891\u601d\u7ef4\u94fe\u63a8\u7406\u6846\u67b6Video-of-Thought\u6765\u4e86\uff1a\u50cf\u4eba\u4e00\u6837\u4ece\u611f\u77e5\u5230\u8ba4\u77e5\u5168\u9762\u63a8\u7406\u89c6\u9891<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u9996\u4e2a\u89c6\u9891\u601d\u7ef4\u94fe\u63a8\u7406\u6846\u67b6 [&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 center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","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":"var(--ast-global-color-5)","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":""}},"footnotes":""},"categories":[27],"tags":[73,68,55,67,66],"class_list":["post-34527","post","type-post","status-publish","format-standard","hentry","category-news","tag-73","tag-68","tag-55","tag-67","tag-66"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u9996\u4e2a\u89c6\u9891\u601d\u7ef4\u94fe\u63a8\u7406\u6846\u67b6Video-of-Thought\u6765\u4e86\uff1a\u50cf\u4eba\u4e00\u6837\u4ece\u611f\u77e5\u5230\u8ba4\u77e5\u5168\u9762\u63a8\u7406\u89c6\u9891 - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=34527\" \/>\n<script type=\"application\/ld+json\" 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