{"id":36689,"date":"2025-01-16T15:00:13","date_gmt":"2025-01-16T07:00:13","guid":{"rendered":"https:\/\/17aitech.com\/?p=36689"},"modified":"2025-01-16T15:00:13","modified_gmt":"2025-01-16T07:00:13","slug":"neurips-2024-spotlight-%e5%a6%82%e4%bd%95%e6%93%8d%e7%ba%b5%e6%97%b6%e9%97%b4%e5%ba%8f%e5%88%97%e9%a2%84%e6%b5%8b%e7%bb%93%e6%9e%9c%ef%bc%9fbacktime%ef%bc%9a%e5%85%a8%e6%96%b0%e7%9a%84%e6%97%b6","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36689","title":{"rendered":"NeurIPS 2024 Spotlight | \u5982\u4f55\u64cd\u7eb5\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u7ed3\u679c\uff1fBackTime\uff1a\u5168\u65b0\u7684\u65f6\u95f4\u5e8f\u5217\u540e\u95e8\u653b\u51fb\u8303\u5f0f"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-15-4\" target=\"_blank\">NeurIPS 2024 Spotlight | \u5982\u4f55\u64cd\u7eb5\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u7ed3\u679c\uff1fBackTime\uff1a\u5168\u65b0\u7684\u65f6\u95f4\u5e8f\u5217\u540e\u95e8\u653b\u51fb\u8303\u5f0f<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d72f79f956c45eef93f36ba3b52d3b96.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d72f79f956c45eef93f36ba3b52d3b96.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/section>\n<\/section>\n<\/blockquote>\n<section><\/section>\n<section>\u8fd9\u7bc7\u6587\u7ae0\u83b7\u9009 Neurips 2024 Spotlight\uff0c\u4f5c\u8005\u5747\u6765\u81ea\u4e8e\u4f0a\u5229\u8bfa\u4f0a\u5927\u5b66\u9999\u69df\u5206\u6821\u8ba1\u7b97\u673a\u7cfb\u3002\u7b2c\u4e00\u4f5c\u8005\u662f\u535a\u58eb\u751f\u6797\u5578\uff0c\u6307\u5bfc\u8001\u5e08\u662f\u7ae5\u884c\u884c\u6559\u6388\u3002\u6240\u5728\u7684 IDEA \u5b9e\u9a8c\u5ba4\u7684\u7814\u7a76\u5174\u8da3\u6db5\u76d6\u56fe\u673a\u5668\u5b66\u4e60\u3001\u53ef\u4fe1\u673a\u5668\u5b66\u4e60\u3001LLM \u4f18\u5316\u4ee5\u53ca\u6570\u636e\u6316\u6398\u7b49\u65b9\u9762\u3002\u00a0<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-ed1c8806296ef2fb2a36938ad6472707.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-ed1c8806296ef2fb2a36938ad6472707.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2410.02195<\/section>\n<\/li>\n<li>\n<section>github \u94fe\u63a5: https:\/\/github.com\/xiaolin-cs\/backtime<\/section>\n<\/li>\n<li>\n<section>neurips \u4e3b\u9875: https:\/\/neurips.cc\/virtual\/2024\/poster\/95645<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u591a\u53d8\u91cf\u65f6\u95f4\u5e8f\u5217\uff08MTS\uff09\u9884\u6d4b\u4efb\u52a1\u5728\u73b0\u5b9e\u4e16\u754c\u4e2d\u6709\u7740\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u4f8b\u5982\u6c14\u8c61\u9884\u6d4b\u3001\u4ea4\u901a\u9884\u6d4b\u7b49\u3002\u800c\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u5728\u8fd9\u4e00\u4efb\u52a1\u4e0a\u5c55\u73b0\u4e86\u5f3a\u5927\u7684\u9884\u6d4b\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section>\u7136\u800c\uff0c\u5927\u91cf\u6587\u732e\u8868\u660e\uff0c\u5728\u5206\u7c7b\u4efb\u52a1\u4e2d\uff0c\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u975e\u5e38\u5bb9\u6613\u88ab\u540e\u95e8\u653b\u51fb\u4ece\u800c\u7ed9\u51fa\u9519\u8bef\u7684\u5206\u7c7b\u7ed3\u679c\u3002\u56e0\u6b64\uff0c\u81ea\u7136\u7684\u60f3\u5230\uff0c\u5f53\u9762\u5bf9\u9002\u7528\u4e8e\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u65f6\uff0c\u540e\u95e8\u653b\u51fb\u662f\u5426\u4f9d\u7136\u53ef\u4ee5\u64cd\u7eb5\u9884\u6d4b\u7ed3\u679c\uff1f<\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898\uff0c\u672c\u6587<strong>\u9996\u6b21\u5168\u9762\u5730\u5b9a\u4e49\u4e86\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u7684\u540e\u95e8\u653b\u51fb\u8303\u5f0f<\/strong>\uff0c\u5e76\u8fdb\u800c\u63d0\u4f9b\u4e86<strong>\u5bf9\u5e94\u7684\u53cc\u5c42\u4f18\u5316\u6570\u5b66\u6a21\u578b<\/strong>\u3002\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u672c\u6587\u63d0\u51fa\u4e86\u6a21\u578b\u65e0\u5173\u7684 BackTime \u653b\u51fb\u65b9\u6cd5\uff0c\u65e8\u5728\u901a\u8fc7\u6539\u53d8\u65f6\u95f4\u4f9d\u8d56\uff08temporal dependency\uff09\u548c\u8de8\u53d8\u91cf\u4f9d\u8d56\uff08inter-variable dependency\uff09\u6765\u5f71\u54cd\u88ab\u653b\u51fb\u6a21\u578b\u7684\u9884\u6d4b\u7ed3\u679c\u3002<\/section>\n<section><\/section>\n<section>\u5b9e\u9a8c\u8868\u660e\uff0c\u901a\u8fc7 BackTime\uff0c<strong>\u653b\u51fb\u8005\u53ef\u4ee5\u9690\u853d\u5730\u64cd\u7eb5\u9884\u6d4b\u6a21\u578b\uff0c\u5f3a\u5236\u8981\u6c42\u6a21\u578b\u8f93\u51fa\u4efb\u610f\u5f62\u72b6\u7684\u9884\u6d4b\u7ed3\u679c<\/strong>\u3002\u8fd9\u79cd\u5168\u65b0\u7684\u653b\u51fb\u8303\u5f0f\u63ed\u793a\u4e86\u9884\u6d4b\uff08\u56de\u5f52\uff09\u4efb\u52a1\u4e2d\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u7684\u6f5c\u5728\u4e0d\u5b89\u5168\u6027\u3002<\/section>\n<section><\/section>\n<section><strong>\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u7684\u540e\u95e8\u653b\u51fb\u8303\u5f0f<\/strong><\/section>\n<section><\/section>\n<section>\u4f20\u7edf\u7684\u540e\u95e8\u653b\u51fb\u9488\u5bf9\u56fe\u50cf \/ \u6587\u672c\u5206\u7c7b\u4efb\u52a1\uff0c\u65e0\u8bba\u662f\u4ece\u6570\u636e\u7279\u6027\u5230\u4efb\u52a1\u7c7b\u578b\u90fd\u548c\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u5168\u7136\u4e0d\u540c\u3002\u6240\u4ee5\u4f20\u7edf\u7684\u540e\u95e8\u653b\u51fb\u65e0\u6cd5\u9002\u7528\u4e8e\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u5728\u6b64\u5f00\u521b\u6027\u5730\u63d0\u51fa\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u7684\u540e\u95e8\u653b\u51fb\u76ee\u6807\uff0c\u5e76\u8fdb\u800c\u5217\u51fa\u65f6\u95f4\u9884\u6d4b\u540e\u95e8\u653b\u51fb\u7684\u591a\u6761\u91cd\u8981\u7279\u6027\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-4b0012a454fe9a8cf397a8c09876a04d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-4b0012a454fe9a8cf397a8c09876a04d.png\"><\/a><\/p>\n<section><strong>\u65f6\u95f4\u5e8f\u5217\u540e\u95e8\u653b\u51fb\u76ee\u6807<\/strong>\uff1a\u88ab\u653b\u51fb\u6a21\u578b\u5728\u9762\u5bf9<strong>\u5e72\u51c0\u8f93\u5165<\/strong>\u7684\u65f6\u5019\u63d0\u4f9b<strong>\u6b63\u5e38\u7684\u9884\u6d4b\u7ed3\u679c<\/strong>\uff0c\u4f46\u662f\u5982\u679c\u8f93\u5165\u4e2d\u5305\u542b\u4e86<strong>\u89e6\u53d1\u5668\uff08trigger\uff09<\/strong>\uff0c\u90a3\u4e48\u88ab\u653b\u51fb\u6a21\u578b\u5c31\u4f1a\u8f93\u51fa\u653b\u51fb\u8005\u9884\u5148\u5b9a\u4e49\u7684\u7ed3\u679c\u3002\u8fd9\u4e2a\u653b\u51fb\u8005\u81ea\u5b9a\u4e49\u7684\u7ed3\u679c\u88ab\u79f0\u4e3a<strong>\u76ee\u6807\u6a21\u5f0f\uff08target pattern\uff09<\/strong>\u3002\u00a0<\/section>\n<section><\/section>\n<section>\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u7684\u540e\u95e8\u653b\u51fb\u7279\u6027\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section><strong>\u5b9e\u65f6\u6027<\/strong>\u3002\u5728\u5bf9 t \u65f6\u523b\u8fdb\u884c\u653b\u51fb\u7684\u65f6\u5019\uff0c\u89e6\u53d1\u5668\u5f62\u72b6\u5fc5\u987b\u8981\u5728 t \u65f6\u523b\u4e4b\u524d\u5c31\u9884\u5148\u51b3\u5b9a\u3002\u5176\u539f\u56e0\u662f\uff0c\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u53ea\u5173\u5fc3 \u201c\u672a\u77e5\u7684\u672a\u6765\u201d\uff0c\u800c\u4e0d\u5173\u5fc3 \u201c\u5df2\u77e5\u7684\u8fc7\u53bb\u201d\uff0c\u4e00\u65e6\u65f6\u523b t \u5230\u6765\uff0c\u90a3\u4e48\u5b83\u5c31\u53d8\u6210 \u201c\u5df2\u77e5\u7684\u8fc7\u53bb\u201d\uff0c\u5bf9\u8fd9\u4e2a\u65f6\u523b\u7684\u653b\u51fb\u4e5f\u5c31\u6beb\u65e0\u610f\u4e49\u3002<\/section>\n<section><\/section>\n<\/li>\n<li>\n<section><strong>\u653b\u51fb\u76ee\u6807\u7684\u7ea6\u675f\u6027<\/strong>\u3002\u7531\u4e8e\u56de\u5f52\u4efb\u52a1\u6ca1\u6709\u6807\u7b7e\uff0c\u56e0\u6b64\u76ee\u6807\u6a21\u5f0f\u548c\u89e6\u53d1\u5668\u4e00\u6837\u76f4\u63a5\u5d4c\u5165\u8bad\u7ec3\u96c6\u4e2d\u3002\u8fd9\u5c31\u8981\u6c42\u76ee\u6807\u6a21\u5f0f\u4e5f\u6ee1\u8db3\u9690\u853d\u6027\u8981\u6c42\u3002<\/section>\n<section><\/section>\n<\/li>\n<li>\n<section><strong>\u8f6f\u5b9a\u4f4d<\/strong>\u3002\u9884\u6d4b\u4efb\u52a1\u7684\u8f93\u5165\u662f\u4ece\u8bad\u7ec3\u96c6\u4e2d\u622a\u53d6\u7684\u4e00\u90e8\u5206\u65f6\u95f4\u7a97\u53e3\uff0c\u56e0\u6b64\uff0c\u8f93\u5165\u53ef\u80fd\u53ea\u542b\u6709\u90e8\u5206\u89e6\u53d1\u5668\u548c\u76ee\u6807\u6a21\u5f0f\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u5982\u4f55\u5b9a\u4e49\u8f93\u5165\u662f\u5426\u88ab\u653b\u51fb\u662f\u4e00\u4e2a\u96be\u70b9\u3002\u00a0<\/section>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-501a13c588283a93caa22a2f3f6b4f5f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-501a13c588283a93caa22a2f3f6b4f5f.png\"><\/a><\/section>\n<section><strong>\u53cc\u5c42\u4f18\u5316\u6570\u5b66\u6a21\u578b<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u4e3a\u4e86\u6ee1\u8db3\u4e0a\u8ff0\u6240\u6709\u7279\u6027\uff0c\u8bba\u6587\u4f5c\u8005\u63d0\u51fa\u4e86\u5982\u4e0b\u53cc\u5c42\u4f18\u5316\u6a21\u578b\u3002\u653b\u51fb\u8005\u5c06\u89e6\u53d1\u5668 g \u548c\u76ee\u6807\u6a21\u5f0f p \u5d4c\u5165\u5230\u8bad\u7ec3\u96c6\u4e2d\uff0c\u5f97\u5230\u4e86\u88ab\u6c61\u67d3\u6570\u636e\u96c6<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-be7feec621904a3fec07d978672009be.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-be7feec621904a3fec07d978672009be.png\"><\/a>\u3002<\/section>\n<section><\/section>\n<section>\u56e0\u6b64\uff0c\u4e0b\u5c42\u4f18\u5316\u5e0c\u671b\u627e\u51fa\u5728\u88ab\u6c61\u67d3\u6570\u636e\u96c6\u4e0a\u8bad\u7ec3\u7684\u5c40\u90e8\u6700\u4f18\u6a21\u578b\uff0c\u5176\u53c2\u6570\u4e3a<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-9ce66b9f13c56e4e36028b83ba2683ab.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-9ce66b9f13c56e4e36028b83ba2683ab.png\"><\/a>\u3002\u800c\u4e0a\u5c42\u4f18\u5316\u5219\u66f4\u65b0\u5d4c\u5165\u5728\u6570\u636e\u96c6 <a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d8134a9deb9471bb0b2d8725aaac078d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d8134a9deb9471bb0b2d8725aaac078d.png\"><\/a> \u4e2d\u7684\u89e6\u53d1\u5668 g\uff0c\u4ece\u800c\u964d\u4f4e\u6a21\u578b<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-10a72b1883fb16eca8c43504411adfdd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-10a72b1883fb16eca8c43504411adfdd.png\"><\/a>\u7684\u9884\u6d4b\u7ed3\u679c\u548c\u76ee\u6807\u6a21\u5f0f\u7684\u5dee\u5f02\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-55a46f920364a1052903a667d319b77e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-55a46f920364a1052903a667d319b77e.png\"><\/a><\/section>\n<section>\u5176\u4e2d\uff0c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-9c91db584e107cc2ba138d74cd717342.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-9c91db584e107cc2ba138d74cd717342.png\"><\/a>\u662f\u5bf9\u65f6\u523b <a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-181cf4e40d2b955883a304e411a68e36.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-181cf4e40d2b955883a304e411a68e36.png\"><\/a>\u7684\u8f6f\u5b9a\u4f4d\u673a\u5236\uff0c\u8861\u91cf\u4e86<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d0aeba6748bc807238439e4f044a2e3b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d0aeba6748bc807238439e4f044a2e3b.png\"><\/a>\u65f6\u523b\u8f93\u5165\u7684\u88ab\u6c61\u67d3\u7a0b\u5ea6\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u6211\u4eec\u5b9a\u4e49\u53ea\u6709\u5f53\u8f93\u5165\u4e2d\u5305\u542b\u5168\u90e8\u89e6\u53d1\u5668\uff0c\u540e\u95e8\u653b\u51fb\u624d\u4f1a\u8d77\u6548<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f59fed517b62425419f4a9b8e19ddf4e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f59fed517b62425419f4a9b8e19ddf4e.png\"><\/a>\u3002\u800c\u5728\u521a\u8d77\u6548\u7684\u65f6\u5019\u653b\u51fb\u6548\u679c\u6700\u5f3a\u3002\u968f\u7740\u672a\u6765\u4e2d\u9700\u8981\u9884\u6d4b\u7684\u76ee\u6807\u6a21\u5f0f\u957f\u5ea6\u9010\u6e10\u964d\u4f4e\uff0c\u653b\u51fb\u6548\u679c\u9010\u6e10\u51cf\u5f31<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-453ed2cdf8cc4e29ec71ceb1a83ba923.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-453ed2cdf8cc4e29ec71ceb1a83ba923.png\"><\/a>\u3002\u00a0<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-be2835b4407db53af7f06d15adcf2622.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-be2835b4407db53af7f06d15adcf2622.png\"><\/a><\/section>\n<section><strong>BackTime \u540e\u95e8\u653b\u51fb<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u8bba\u6587\u4e2d\u63d0\u51fa\u4e86\u9488\u5bf9\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u7684\u540e\u95e8\u653b\u51fb\u65b9\u6cd5 BackTime\u3002\u5b83\u6210\u529f\u89e3\u51b3\u4e86\u4f55\u5904\u653b\u51fb\u3001\u4f55\u65f6\u653b\u51fb\u3001\u5982\u4f55\u653b\u51fb\u4e09\u4e2a\u5173\u952e\u95ee\u9898\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section><strong>\u4f55\u5904\u653b\u51fb<\/strong>\uff1a\u57fa\u4e8e\u524d\u6587\u7684\u653b\u51fb\u8303\u5f0f\uff0c\u653b\u51fb\u8005\u53ef\u4ee5\u968f\u610f\u9009\u62e9\u60f3\u8981\u653b\u51fb\u7684\u53d8\u91cf\uff0c\u800c\u540e\u95e8\u653b\u51fb\u4f9d\u7136\u6210\u529f\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<ul>\n<li>\n<section><strong>\u4f55\u65f6\u653b\u51fb<\/strong>\uff1a\u5c06\u8bad\u7ec3\u96c6\u4e2d\u7684\u6570\u636e\u6309\u7167\u5e72\u51c0\u6a21\u578b\u7684\u9884\u6d4b MAE \u4ece\u5c0f\u5230\u5927\uff08\u56fe\u4e0a\u4ece\u5de6\u5230\u53f3\uff09\u5206\u6210\u5341\u7ec4\u3002\u8fd9\u5341\u7ec4\u6570\u636e\u5bf9\u4e8e\u5e72\u51c0\u6a21\u578b\u7684\u5b66\u4e60\u96be\u5ea6\u9010\u6b65\u63d0\u5347\u3002\u8bba\u6587\u4f5c\u8005\u4f7f\u7528\u7b80\u6613\u7684\u540e\u95e8\u653b\u51fb\uff08\u56fa\u5b9a\u7684\u89e6\u53d1\u5668\uff09\u6765\u5206\u522b\u653b\u51fb\u8fd9\u5341\u7ec4\u6570\u636e\u3002<\/section>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-36d68aeab623446753883a51939f41f5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-36d68aeab623446753883a51939f41f5.png\"><\/a><\/section>\n<section>\u7ed3\u679c\u663e\u793a\uff0cMAE \u8d8a\u5927\u7684\u6570\u636e\uff0c\u540e\u95e8\u653b\u51fb\u6548\u679c\u8d8a\u597d\uff08MAE Difference \u8d8a\u4f4e\uff09\u3002\u8fd9\u8bf4\u660e\uff0c<strong>\u5e72\u51c0\u6a21\u578b\u8d8a\u96be\u5b66\u4e60\u7684\u6837\u672c\u8d8a\u5bb9\u6613\u88ab\u653b\u51fb<\/strong>\u3002\u56e0\u6b64\uff0c\u8bba\u6587\u4f5c\u8005\u4ece\u6570\u636e\u96c6\u4e2d\u9009\u62e9\u5e72\u51c0 MAE \u6700\u9ad8\u7684\u6570\u636e\u5b9e\u65bd\u653b\u51fb\u3002<\/section>\n<section><\/section>\n<ul>\n<li>\n<section><strong>\u5982\u4f55\u653b\u51fb<\/strong>\uff1a\u9996\u5148\uff0c\u5c06\u53d8\u91cf\u4e4b\u95f4\u7684\u5173\u8054\u5efa\u6a21\u6210\u6709\u6743\u90bb\u63a5\u77e9\u9635 A\u3002<\/section>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-3108b931090c282430567b32953fb11e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-3108b931090c282430567b32953fb11e.png\"><\/a><\/section>\n<section>\u7136\u540e\uff0c\u4f7f\u7528 GCN \u4f5c\u4e3a\u89e6\u53d1\u5668\u751f\u6210\u5668\uff0c\u5e76\u5c06\u751f\u6210\u7684\u89e6\u53d1\u5668\u7f29\u653e\uff0c\u4ee5\u6ee1\u8db3\u7ea6\u675f\u3002\u00a0<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b7fbfaea619338f468dc84d848881a6a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b7fbfaea619338f468dc84d848881a6a.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-706e70742d3584b0d015653243e5f50d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-706e70742d3584b0d015653243e5f50d.png\"><\/a><\/section>\n<section>\u5728\u5b9a\u4e49\u4e86\u89e6\u53d1\u5668\u751f\u6210\u5668\u7684\u6a21\u578b\u7ed3\u6784\u540e\uff0c\u9700\u8981\u5728\u53cc\u5c42\u4f18\u5316\u4e2d\u8bad\u7ec3\u3002\u548c\u4f20\u7edf\u7684\u540e\u95e8\u653b\u51fb\u4e00\u6837\uff0c\u5728\u4f18\u5316\u8fc7\u7a0b\u4e2d\u5f15\u5165\u4ee3\u7406\u6a21\u578b\uff0c\u5e76\u8fed\u4ee3\u66f4\u65b0\u4ee3\u7406\u6a21\u578b\u548c\u89e6\u53d1\u5668\u751f\u6210\u5668\uff0c\u4ece\u800c\u83b7\u5f97\u5c40\u90e8\u6700\u4f18\u7684\u89e6\u53d1\u5668\u751f\u6210\u5668\u3002<\/section>\n<section><\/section>\n<section>\uff081\uff09\u5728\u66f4\u65b0\u4ee3\u7406\u6a21\u578b\u7684\u65f6\u5019\uff0c\u63d0\u9ad8\u5176\u5728\u6570\u636e\u96c6 <a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-38de00a58e14c1a4358f1141d7b222cd.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-38de00a58e14c1a4358f1141d7b222cd.png\"><\/a>\u00a0\u7684\u9884\u6d4b\u80fd\u529b\u4ee5\u6a21\u62df\u6b63\u5e38\u8bad\u7ec3\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-be997766fbf2ece8d0ce3fa4ef0d02fc.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-be997766fbf2ece8d0ce3fa4ef0d02fc.png\"><\/a><\/section>\n<section>\uff082\uff09\u5728\u66f4\u65b0\u89e6\u53d1\u5668\u751f\u6210\u5668\u7684\u65f6\u5019\uff0c\u901a\u8fc7\u6539\u53d8\u751f\u6210\u7684\u89e6\u53d1\u5668\u6765\u964d\u4f4e\u6a21\u578b\u9884\u6d4b\u7ed3\u679c\u548c\u76ee\u6807\u6a21\u5f0f\u7684\u5dee\u5f02\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-895c8419bc403e8c3e22f62897a1ea2d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-895c8419bc403e8c3e22f62897a1ea2d.png\"><\/a><\/section>\n<section>\u8bba\u6587\u4f5c\u8005\u8fdb\u4e00\u6b65\u5f15\u5165\u4e86\u9891\u7387\u6b63\u5219\u635f\u5931\u6765\u63d0\u9ad8\u751f\u6210\u7684\u89e6\u53d1\u5668\u7684\u9690\u853d\u6027\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-9fc833c961ef8cb1b2efdcb950eb0e89.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-9fc833c961ef8cb1b2efdcb950eb0e89.png\"><\/a><\/section>\n<section>\u6700\u7ec8\uff0c\u5728\u53cc\u5c42\u4f18\u5316\u4e2d\u88ab\u7528\u4e8e\u66f4\u65b0\u89e6\u53d1\u5668\u751f\u6210\u5668\u7684\u635f\u5931\u51fd\u6570\u88ab\u8868\u793a\u4e3a\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f00a80218149f8a0f7bf32a15ed39f97.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f00a80218149f8a0f7bf32a15ed39f97.png\"><\/a><\/section>\n<section><strong>\u5b9e\u9a8c\u8bc4\u4f30<\/strong><\/section>\n<section><\/section>\n<section><strong>\u653b\u51fb\u6709\u6548\u6027\u8861\u91cf<\/strong><\/section>\n<section><\/section>\n<section>\u5728 5 \u4e2a\u6570\u636e\u96c6\u4e0a\uff0cBackTime \u53ef\u4ee5\u5bf9\u4e09\u79cd\u5b8c\u5168\u4e0d\u540c\u7684 SOTA \u65f6\u95f4\u5e8f\u5217\u5206\u6790\u6a21\u578b\u5b9e\u73b0\u6709\u6548\u7684\u653b\u51fb\uff08\u6700\u4f4e\u7684<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-5e3a43136e2c5e45f5dfcf0c86103844.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-5e3a43136e2c5e45f5dfcf0c86103844.png\"><\/a>\uff09\uff0c\u5e76\u540c\u65f6\u4fdd\u6301\u8fd9\u4e9b\u6a21\u578b\u7684\u6b63\u5e38\u9884\u6d4b\u80fd\u529b\uff08\u8f83\u4f4e\u7684<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-4166c6a2a5f182edd88f073ad204d9bf.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-4166c6a2a5f182edd88f073ad204d9bf.png\"><\/a>\uff09\u3002\u8fd9\u5c55\u73b0\u4e86 BackTime \u6a21\u578b\u65e0\u5173\u7684\u7279\u6027\uff0c\u5e76\u540c\u65f6\u8bf4\u660e\u4e86\u5176\u5f3a\u5927\u7684\u653b\u51fb\u6548\u679c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b19279525cc7c72a12525660e2d41937.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-b19279525cc7c72a12525660e2d41937.png\"><\/a><\/section>\n<section><strong>\u76ee\u6807\u6a21\u5f0f\u591a\u6837\u6027\u8861\u91cf<\/strong><\/section>\n<section><\/section>\n<section>\u8bba\u6587\u4f5c\u8005\u4f7f\u7528\u4e86\u4e09\u79cd\u5b8c\u5168\u4e0d\u540c\u7684\u76ee\u6807\u6a21\u5f0f\uff0c\u5e76\u89c2\u5bdf BackTime \u7684\u653b\u51fb\u6548\u679c\u3002\u7ed3\u679c\u663e\u793a\uff0cBackTime \u6301\u7eed\u6027\u53d6\u5f97\u6700\u597d\u7684\u653b\u51fb\u8868\u73b0\uff08\u6700\u4f4e\u7684<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-a8792cb9d8d39f644e774ff772f17f8b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-a8792cb9d8d39f644e774ff772f17f8b.png\"><\/a>\u548c<a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d3cab352287dc5b625ca4cee360bfb57.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-d3cab352287dc5b625ca4cee360bfb57.png\"><\/a>\uff09\u3002\u00a0<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-e4d8955e2663f9ae393b5b24076162af.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-e4d8955e2663f9ae393b5b24076162af.png\"><\/a><\/section>\n<section><strong>\u9690\u853d\u6027\u8861\u91cf<\/strong><\/section>\n<section><\/section>\n<section>\u8bba\u6587\u4f5c\u8005\u4f7f\u7528\u4e24\u79cd SOTA 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