{"id":40939,"date":"2026-04-30T22:06:03","date_gmt":"2026-04-30T14:06:03","guid":{"rendered":"https:\/\/17aitech.com\/?p=40939"},"modified":"2026-04-30T22:06:03","modified_gmt":"2026-04-30T14:06:03","slug":"%e6%88%91%e6%89%80%e7%9f%a5%e9%81%93%e7%9a%84%e4%bb%a3%e5%ad%a3%e5%b3%b0%ef%bc%9a%e4%bb%8e%e5%be%ae%e8%bd%af%e4%ba%9a%e7%a0%947%e4%b8%87%e6%ac%a1%e5%bc%95%e7%94%a8%ef%bc%8c%e5%88%b0%e7%9b%9b%e5%a4%a73","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40939","title":{"rendered":"\u6211\u6240\u77e5\u9053\u7684\u4ee3\u5b63\u5cf0\uff1a\u4ece\u5fae\u8f6f\u4e9a\u78147\u4e07\u6b21\u5f15\u7528\uff0c\u5230\u76db\u59273\u4ebf\u7f8e\u91d1\u98ce\u66b4"},"content":{"rendered":"<p>\u201c\u5982\u679c\u8bf4\u8c01\u662f\u4e0b\u4e00\u4e2aDeepSeek\uff0c\u6211\u8ba4\u4e3a\u662f\u76db\u5927\u3002\u201d<\/p>\n<p>\u4e00\u4f4d\u63a5\u8fd1\u4ee3\u5b63\u5cf0\u7684\u8d44\u6df1\u4e1a\u8005\u5411\u96f7\u5cf0\u7f51<span 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href=\"https:\/\/17aitech.com\/?p=40939\/#%E4%BB%A3%E5%AD%A3%E5%B3%B0%E7%9A%84%E7%AC%AC%E5%9B%9B%E6%AC%A1%E5%88%9B%E4%B8%9A%EF%BC%8C%E6%98%AF%E9%87%8D%E7%94%9F%E8%BF%98%E6%98%AF%E6%8C%91%E6%88%98%EF%BC%9F\" >\u4ee3\u5b63\u5cf0\u7684\u7b2c\u56db\u6b21\u521b\u4e1a\uff0c\u662f\u91cd\u751f\u8fd8\u662f\u6311\u6218\uff1f<\/a><\/li><\/ul><\/nav><\/div>\n<h1 style=\"font-size: 32px;font-weight: bold;padding: 0px 4px 0px 0px;text-align: center;margin: 0px 0px 20px\"><span class=\"ez-toc-section\" id=\"DCN%E4%B8%BA%E4%BB%80%E4%B9%88%E4%B8%8D%E8%83%BD%E6%98%AF%E2%80%9C%E5%8F%98%E5%BD%A2%E2%80%9D%E7%9A%84%EF%BC%9F\"><\/span>DCN\u4e3a\u4ec0\u4e48\u4e0d\u80fd\u662f\u201c\u53d8\u5f62\u201d\u7684\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>\u8981\u628a\u4ee3\u5b63\u5cf0\u7684\u6545\u4e8b\u8bb2\u6e05\u695a\uff0c\u65f6\u949f\u5fc5\u987b\u62e8\u56de\u4ed6\u65e9\u5e74\u7684\u5b66\u672f\u751f\u6daf\u3002<\/p>\n<p>\u4ee3\u5b63\u5cf0\u662f\u5178\u578b\u7684\u201c\u6e05\u534e\u5b66\u9738\u201d\u3002<\/p>\n<p>2009\u5e74\u672c\u79d1\u6bd5\u4e1a\u65f6\uff0c\u4ed6\u5728\u9876\u5c16\u7684\u81ea\u52a8\u5316\u7cfb160\u591a\u540d\u5b66\u751f\u4e2d\u62ff\u5230\u4e86\u5168\u7cfb\u7b2c\u4e8c\u7684GPA\u3002<\/p>\n<p>\u4e4b\u540e\u7559\u6821\u8bfb\u535a\uff0c\u4ed6\u5e08\u4ece\u5468\u6770\u6559\u6388\u94bb\u7814\u638c\u7eb9\u8bc6\u522b\uff0c\u8fd8\u66fe\u524d\u5f80UCLA\u7684VCLA\u5b9e\u9a8c\u5ba4\u4e0e\u6731\u677e\u7eaf\u7b49\u6cf0\u6597\u5408\u4f5c\u3002<\/p>\n<p>2014\u5e74\uff0c\u5e26\u7740\u8fd9\u79cd\u4ece\u5e95\u5c42\u7cfb\u7edf\u5230\u9876\u5c42\u8ba4\u77e5\u7684\u5b8c\u5907\u8bad\u7ec3\uff0c\u4ee3\u5b63\u5cf0\u52a0\u5165\u4e86\u88ab\u8a89\u4e3a\u201c\u4e2d\u56fdAI\u9ec4\u57d4\u519b\u6821\u201d\u7684\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08MSRA\uff09\u3002<\/p>\n<p>\u90a3\u65f6\u7684MSRA\uff0c\u4f9d\u7136\u662f\u201c\u795e\u4ed9\u6253\u67b6\u201d\u3002 2002\u5e74\uff0c\u6c88\u5411\u6d0b\uff08Harry\uff09\u53d1\u8868\u4e86\u4e2d\u56fd\u5927\u9646\u534e\u4eba\u4f5c\u4e3a\u7b2c\u4e00\u4f5c\u8005\u7684\u9996\u7bc7SIGGRAPH\uff08\u5168\u7403\u6700\u5177\u6743\u5a01\u7684\u56fe\u5f62\u5b66\u76db\u4f1a\uff09\u8bba\u6587\u3002\u201c\u8fd9\u5728\u4e1a\u5185\u76f8\u5f53\u4e8e\u6253\u54cd\u4e86\u4e00\u628a\u201c\u72d9\u51fb\u67aa\u201d\uff0c\u540c\u65f6\u671fMSRA\u7814\u7a76\u5458\u5411\u5de6\u6797\u53f3\u72f8\u9891\u9053\u5982\u6b64\u63cf\u8ff0\u3002<\/p>\n<p>\u5728\u8fd9\u58f0\u67aa\u54cd\u4e4b\u540e\uff0c\u4e2d\u56fd\u5b66\u8005\u5f00\u59cb\u4e86\u5728\u56fd\u9645\u9876\u7ea7\u4f1a\u573a\u7684\u201c\u7a81\u51fb\u8d77\u4e49\u201d\u3002\u968f\u540e\u63a5\u68d2\u7684\u5b59\u5251\uff0c\u66f4\u662f\u521b\u4e0b\u4e86\u8fde\u7eed\u56db\u5e74\u6bcf\u5e74\u4e24\u7bc7SIGGRAPH\u7684\u6050\u6016\u7eaa\u5f55\u3002<\/p>\n<p>\u5728\u8fd9\u4e2a\u53ea\u8ba4\u6280\u672f\u548c\u624d\u534e\u7684\u5730\u65b9\uff0cSIGGRAPH\u5c31\u662f\u6700\u9ad8\u7ee9\u6548\u3002<\/p>\n<p>\u6709\u5b66\u8005\u5411\u96f7\u5cf0\u7f51\u8868\u793a\uff0c\u201c\u4e00\u9879\u80fd\u4e2dSIGGRAPH\u7684\u5b9e\u9a8c\uff0c\u9700\u8981\u4e00\u5230\u4e24\u4e2a\u6781\u5177\u5929\u5206\u7684\u5b66\u751f\uff0c\u8fde\u7eed\u6570\u4e2a\u6708\u4e0d\u7720\u4e0d\u4f11\u7684\u6295\u5165\u3002\u201d<\/p>\n<p>2014\u5e74\uff0c\u4ee3\u5b63\u5cf0\u8d70\u8fdb\u4e86\u8fd9\u91cc\u3002<\/p>\n<p>\u5f53\u65f6\u7684MSRA\uff0c\u6b63\u5904\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7206\u53d1\u7684\u524d\u591c\u3002<\/p>\n<p>2012\u5e74\uff0c\u5c3d\u7ba1AlexNet\u521a\u521a\u53d6\u5f97\u4e86\u7a81\u7834\uff0c\u4f46\u7edd\u5927\u591a\u6570\u4eba\u8fd8\u5728\u89c2\u671b\u3002\u5b59\u5251\u51ed\u501f\u654f\u9510\u7684\u55c5\u89c9\uff0c\u8ba4\u51c6\u4e86\u6df1\u5ea6\u5b66\u4e60\u7684\u65b9\u5411\uff0c\u5e26\u7740\u4efb\u5c11\u537f\u3001\u4f55\u607a\u660e\u3001\u5f20\u7965\u96e8\uff0c\u4e00\u5934\u624e\u8fdb\u4e86\u8fd9\u7247\u65e0\u4eba\u533a\u3002<\/p>\n<p>2015 \u5e74 12 \u6708\uff0c\u56db\u4eba\u5171\u540c\u53d1\u8868\u7684 ResNet\uff08\u6b8b\u5dee\u7f51\u7edc\uff09\u6a2a\u7a7a\u51fa\u4e16\uff0c\u4e00\u4e3e\u89e3\u51b3\u4e86\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b \u201c\u53d8\u6df1\u201d \u7684\u75db\u70b9\uff0c\u4e3a\u540e\u6765\u5927\u6a21\u578b\u7684\u89c4\u6a21\u5316\u5960\u5b9a\u4e86\u5e95\u5c42\u57fa\u7840\u3002<\/p>\n<p>\u4ee3\u5b63\u5cf0\u6ca1\u6709\u8d76\u4e0a ResNet \u7684\u7814\u53d1\uff0c\u4f46\u4ed6\u8d76\u4e0a\u4e86 MSRA \u89c6\u89c9\u7ec4\u7684\u9ec4\u91d1\u65f6\u4ee3\u3002\u540c\u4e3aMSRA\u51fa\u8eab\u7684\u4efb\u5c11\u537f\u56de\u5fc6\uff0c\u5f53\u65f6\u7684\u89c6\u89c9\u7ec4\u7531\u5df2\u6545\u9886\u519b\u4eba\u7269\u5b59\u5251\u638c\u8235\uff0c\u4efb\u5c11\u537f\u548c\u5f20\u7965\u96e8\u5206\u522b\u8d1f\u8d23\u653b\u575a\u68c0\u6d4b\u4e0e\u5206\u7c7b\uff0c\u76f4\u5230\u4ee3\u5b63\u5cf0\u52a0\u5165\uff0c\u8fd9\u4e2a\u805a\u96c6\u4e86\u4e2d\u56fd\u6700\u5f3a\u89c6\u89c9\u5927\u8111\u7684\u95ed\u73af\u624d\u7b97\u5f7b\u5e95\u54ac\u5408\u3002<\/p>\n<p>\u591c\u91cc 11 \u70b9\uff0c\u5e0c\u683c\u739b\u5927\u53a6\u91cc\u4f9d\u7136\u706f\u706b\u901a\u660e\u3002<\/p>\n<p>\u5b59\u5251\u7684\u56e2\u961f\u6bcf\u5929\u90fd\u5728\u4ea4\u6d41\u7b56\u7565\uff0c\u8ba8\u8bba\u4ec0\u4e48\u53ef\u884c\uff0c\u4ec0\u4e48\u4e0d\u53ef\u884c\u3002\u201c\u4ed6\u4eec\u4fe1\u5949\u4e00\u4e2a\u6781\u5176\u514b\u5236\u7684\u6280\u672f\u54f2\u5b66\uff1aSimple but work\uff08\u7b80\u5355\u4f46\u6709\u6548\uff09\u201d\uff0c\u66fe\u63a5\u8fd1\u4ed6\u4eec\u56e2\u961f\u7684\u4e1a\u5185\u4eba\u58eb\u5411\u5de6\u6797\u53f3\u72f8\u9891\u9053\u63cf\u8ff0\u9053\u3002<\/p>\n<p>\u5728\u8fd9\u5957\u903b\u8f91\u4e0b\uff0c\u4ee3\u5b63\u5cf0\u5c55\u73b0\u51fa\u4e86\u9876\u7ea7\u5b66\u8005\u6700\u5b9d\u8d35\u7684\u7279\u8d28\u2014\u2014\u7528\u76f4\u89c9\u6218\u80dc\u6559\u6761\u3002<\/p>\n<p>\u5728\u63d0\u51fa Deformable Convolutional Networks\uff08\u53ef\u53d8\u5f62\u5377\u79ef\uff0cDCN\uff09\u4e4b\u524d\uff0c\u5168\u4e16\u754c\u90fd\u9ed8\u8ba4\u5377\u79ef\u6838\u5fc5\u987b\u662f \u201c\u65b9\u65b9\u6b63\u6b63\u201d \u7684\u3002\u4f46\u4ee3\u5b63\u5cf0\u89c9\u5f97\u8fd9\u5f88\u8352\u8c2c\uff1a\u4e3a\u4ec0\u4e48\u5377\u79ef\u6838\u4e0d\u80fd\u6839\u636e\u76ee\u6807\u7684\u5f62\u72b6\u53d8\u957f\u3001\u53d8\u6b6a\uff1f\u8fd9\u79cd\u5bf9\u201c\u7075\u6d3b\u6027\u201d\u7684\u504f\u6267\uff0c\u76f4\u63a5\u91cd\u5851\u4e86\u76ee\u6807\u68c0\u6d4b\u7684\u5e95\u5c42\u903b\u8f91\uff0c\u8ba9DCN\u6210\u4e3a\u4e86\u65e5\u540ePyTorch\u7b49\u6846\u67b6\u91cc\u7684\u6807\u51c6\u7b97\u5b50\u3002<\/p>\n<p>\u5b66\u672f\u7684\u6c5f\u6e56\u4ece\u6765\u4e0d\u7f3a\u5200\u5149\u5251\u5f71\u3002 \u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u7684\u7f16\u5e74\u53f2\u91cc\uff0cMS COCO\u7ade\u8d5b\u662f\u90a3\u4e2a\u65f6\u4ee3\u65e0\u53ef\u4e89\u8bae\u7684\u201c\u4e16\u754c\u676f\u201d\u3002\u5b83\u4e0d\u4ec5\u6c47\u805a\u4e86\u8c37\u6b4c\u3001\u5fae\u8f6f\u3001FAIR\uff08Facebook AI\u7814\u7a76\u5ba4\uff09\u7b49\u5168\u7403\u6700\u9876\u5c16\u7684\u79d1\u6280\u5de8\u5934\u4e0e\u5b66\u672f\u5de8\u64d8\uff0c\u4f55\u607a\u660e\u3001Ross Girshick\uff08R-CNN\u4e4b\u7236\uff09\u7b49\u884c\u4e1a\u6cf0\u6597\u4e5f\u66fe\u5c06\u5176\u89c6\u4e3a\u53d1\u5e03\u6807\u6746\u5927\u4f5c\u7684\u6700\u9ad8\u821e\u53f0\u3002<\/p>\n<p>\u800c\u4ee3\u5b63\u5cf0\u51ed\u501fDCN\u5bb6\u65cf\uff0c\u57282015\u30012016\u5e74\u8fde\u7eed\u4e24\u6b21\u65a9\u83b7MS COCO\u7269\u4f53\u8bc6\u522b\u7ade\u8d5b\u4e00\u7b49\u5956\uff0c\u5728\u8fd9\u9879\u795e\u4ed9\u6253\u67b6\u7684\u9876\u8d5b\u91cc\uff0c\u4ed6\u6210\u4e86\u4e00\u4f4d\u4ee4\u540c\u884c\u7edd\u671b\u7684\u201c\u5b88\u95e8\u4eba\u201d\u3002<\/p>\n<p>\u5230\u4e862017\u5e74\uff0c\u8fd9\u573a\u8d5b\u4e8b\u7684\u542b\u91d1\u91cf\u4e0e\u60e8\u70c8\u7a0b\u5ea6\u8fbe\u5230\u4e86\u53f2\u65e0\u524d\u4f8b\u7684\u5dc5\u5cf0\u3002\u56e0\u4e3a\u90a3\u4e00\u5e74\u7684\u53c2\u8d5b\u540d\u5355\u4e0a\uff0c\u8d6b\u7136\u5217\u7740\u5b59\u5251\u3001\u4f55\u607a\u660e\u3001\u4ee3\u5b63\u5cf0\u3001Ruslan Salakhutdinov\u7b49\u4e00\u4f17CV\u754c\u7684\u201c\u8bf8\u795e\u201d\u3002<\/p>\n<p>\u5546\u6c64\u79d1\u6280\u7684\u77f3\u5efa\u840d\u6781\u5ea6\u6e34\u671b\u62ff\u4e0b\u8fd9\u4e00\u5e74\u7684COCO\u51a0\u519b\u3002\u56e0\u4e3a\u5728\u6b64\u4e4b\u524d\u7684\u4e24\u6b21\u4ea4\u950b\u4e2d\uff0c\u5546\u6c64\u5168\u76d8\u7686\u8f93\u3002\u4e3a\u4e86\u8de8\u8fc7\u4ee3\u5b63\u5cf0\u8fd9\u5ea7\u5927\u5c71\uff0c\u5546\u6c64\u9ad8\u7ba1\u8d3e\u4f73\u4e9a\u4eb2\u81ea\u51fa\u9762\uff0c\u4ece\u6e2f\u4e2d\u6587\u201c\u5f3a\u6316\u201d\u5f53\u65f6\u6b63\u5728\u8bfb\u535a\u4e09\u7684\u5218\u67a2\u53bb\u5b9e\u4e60\u3002<\/p>\n<p>\u9762\u5bf9\u4ee3\u5b63\u5cf0\u8fd9\u79cd\u7ea7\u522b\u7684\u5bf9\u624b\uff0c\u5218\u67a2\u4e00\u5f00\u59cb\u6781\u5ea6\u6297\u62d2\uff1a\u8d62\u9762\u592a\u5c0f\uff0c\u5bf9\u624b\u592a\u5f3a\u3002<\/p>\n<p>\u4f46\u5728\u8d3e\u4f73\u4e9a\u7684\u53cd\u590d\u6e38\u8bf4\u4e0b\uff0c\u5218\u67a2\u54ac\u7740\u7259\u8e0f\u5165\u4e86\u6218\u573a\u3002\u90a3\u516d\u4e2a\u6708\uff0c\u5218\u67a2\u5e26\u7740\u4e24\u4e2a\u65b0\u4eba\u5f00\u542f\u4e86\u8fde\u8f74\u8f6c\u7684\u75af\u72c2\u5185\u5377\uff0c\u5468\u672b\u65e0\u4f11\u3002\u751a\u81f3\u5728\u67d0\u4e2a\u6df1\u591c\u559d\u9189\u540e\uff0c\u4ed6\u8fd8\u8981\u8dcc\u8dcc\u649e\u649e\u5730\u8d70\u56de\u673a\u623f\u786e\u8ba4\u8dd1\u6a21\u578b\u7684\u8fdb\u5ea6\u2014\u2014\u201c\u665a\u4e0a\u4eba\u53ef\u4ee5\u7761\u89c9\uff0c\u4f46\u673a\u5668\u4e0d\u80fd\u505c\u3002\u201d\u6b63\u662f\u9760\u7740\u8fd9\u79cd\u51e0\u8fd1\u900f\u652f\u7684\u6b7b\u78d5\uff0c\u5218\u67a2\u56e2\u961f\u624d\u5728\u5939\u7f1d\u4e2d\u786c\u751f\u751f\u62a2\u4e0b\u4e86\u90a3\u4e00\u5e74\u5b9e\u4f8b\u5206\u5272\u8d5b\u9053\u7684\u7b2c\u4e00\u3002<\/p>\n<p>\u5728 MSRA \u7684\u4e94\u5e74\u91cc\uff0c\u4ee3\u5b63\u5cf0\u7684\u8c37\u6b4c\u5b66\u672f\u5f15\u7528\u91cf\u4e00\u8def\u98d9\u5347\u7a81\u7834 7 \u4e07\u6b21\uff0c\u65a9\u83b7 CVPR 2016\u7684\u9876\u4f1a\u5927\u5956\u3002<\/p>\n<p>\u66f4\u91cd\u8981\u7684\u662f\uff0c\u4ed6\u7ec7\u5c31\u4e86\u4e00\u5f20\u9690\u79d8\u800c\u5f3a\u5927\u7684 \u201c\u4eba\u624d\u7f51\u201d\u3002<\/p>\n<p>Sand.ai \u521b\u59cb\u4eba\u66f9\u8d8a 2018 \u5e74\u52a0\u5165 MSRA \u65f6\uff0c\u5bfc\u5e08\u6b63\u662f\u4ee3\u5b63\u5cf0\u3002\u867d\u7136\u4ec5\u4ec5\u76f8\u5904\u4e0d\u8fc7\u4e00\u5e74\u5de6\u53f3\uff0c\u4ee3\u5b63\u5cf0\u4fbf\u79bb\u804c\u4e86\uff0c\u4f46\u66f9\u8d8a\u4f9d\u7136\u5bf9\u4ed6\u5145\u6ee1\u656c\u610f\u3002 \u201c\u5728\u4ece\u5b59\u5251\u3001\u4f55\u607a\u660e\u5230\u6211\u4eec\u8fd9\u6279\u5e74\u8f7b\u4e00\u4ee3\u7684\u4f20\u627f\u4e2d\uff0c\u4ee3\u5b63\u5cf0\u8d77\u5230\u4e86\u4e0d\u53ef\u66ff\u4ee3\u7684\u6865\u6881\u4f5c\u7528\u3002\u201d \u66f9\u8d8a\u66fe\u5411\u5de6\u6797\u53f3\u72f8\u9891\u9053\u611f\u6168\uff0c\u4ee3\u5b63\u5cf0\u5e26\u51fa\u4e86\u66f9\u8d8a\u3001\u80e1\u701a\u7b49\u65b0\u4e00\u4ee3\u9aa8\u5e72\u3002<\/p>\n<p>\u8fd9\u79cd\u5f71\u54cd\u662f\u6df1\u8fdc\u4e14\u6df1\u523b\u7684\u3002<\/p>\n<p>\u540e\u6765\uff0c\u66f9\u8d8a\u4e0e\u540c\u6837\u51fa\u81ea\u8be5\u7ec4\uff0c\u73b0\u4efb\u9636\u8dc3\u661f\u8fb0\u9996\u5e2d\u79d1\u5b66\u5bb6\u7684\u5f20\u7965\u96e8\u4ea4\u6d41\u65f6\uff0c\u5c3d\u7ba1\u4e8c\u4eba\u4ece\u672a\u5171\u4e8b\uff0c\u5374\u4f9d\u7136\u80fd\u611f\u53d7\u5230\u4e00\u79cd\u201c\u8840\u8109\u76f8\u627f\u7684\u4eb2\u5207\u611f\u201d\u3002\u90a3\u79cd\u76f8\u4f3c\u7684\u601d\u7ef4\u65b9\u5f0f\u4e0e\u505a\u4e8b\u903b\u8f91\uff0c\u6e05\u6670\u53ef\u8fa8\uff0c\u5373\u6781\u5f3a\u7684\u7814\u7a76\u80fd\u529b\u4e0e\u5de5\u7a0b\u843d\u5730\u80fd\u529b\u3002<\/p>\n<p><\/p>\n<h1 style=\"font-size: 32px;font-weight: bold;padding: 0px 4px 0px 0px;text-align: center;margin: 0px 0px 20px\"><span class=\"ez-toc-section\" id=\"%E9%BB%84%E4%BB%81%E5%8B%8B%E7%82%B9%E8%B5%9E%E3%80%81%E6%B1%A4%E6%99%93%E9%B8%A5%E5%8A%9B%E6%8D%A7%EF%BC%8C%E4%BB%A3%E5%AD%A3%E5%B3%B0%E5%88%B0%E5%BA%95%E6%9C%89%E5%A4%9A%E5%BC%BA%EF%BC%9F\"><\/span>\u9ec4\u4ec1\u52cb\u70b9\u8d5e\u3001\u6c64\u6653\u9e25\u529b\u6367\uff0c\u4ee3\u5b63\u5cf0\u5230\u5e95\u6709\u591a\u5f3a\uff1f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>2019\u5e749\u6708\uff0c\u5728\u6df1\u5ea6\u5b66\u4e60\u4ea7\u4e1a\u5316\u72c2\u98d9\u7684\u8282\u70b9\u4e0a\uff0c\u4ee3\u5b63\u5cf0\u505a\u51fa\u4e86\u4e00\u4e2a\u51b3\u5b9a\uff1a\u79bb\u5f00\u5f85\u4e86\u4e94\u5e74\u7684MSRA\uff0c\u8df3\u69fd\u52a0\u5165\u5546\u6c64\u79d1\u6280\u62c5\u4efb\u6267\u884c\u7814\u7a76\u603b\u76d1\u3002<\/p>\n<p>\u9762\u5bf9\u5916\u754c\u5bf9\u4ed6\u201c\u4e3a\u4e86\u9ad8\u85aa\u8df3\u69fd\u201d\u7684\u731c\u6d4b\uff0c\u4ee3\u5b63\u5cf0\u5728\u77e5\u4e4e\u4e0a\u7684\u56de\u5e94\uff0c\u6781\u5176\u5766\u8bda\u4e14\u5145\u6ee1\u6781\u5ba2\u5f0f\u7684\u51e1\u5c14\u8d5b\uff1a\u201c\u5176\u5b9eMSRA\u6838\u5fc3\u5458\u5de5\u5de5\u8d44\u5e76\u4e0d\u4f4e\u3002\u79bb\u5f00\u662f\u56e0\u4e3a\u7ec4\u5185\u57f9\u517b\u7684\u4eba\u624d\u90fd\u6210\u957f\u8d77\u6765\u540e\uff0c\u6211\u7ecf\u5e38\u6709\u597d\u591a\u7a7a\u4f59\u65f6\u95f4\u4e0d\u77e5\u9053\u5e72\u561b\u3002\u201d<\/p>\n<p>\u4ed6\u81ea\u5632\u81ea\u5df1\u201c\u4e0d\u662f\u4ec0\u4e48\u5927\u4f6c\uff0c\u771f\u5927\u4f6c\u4f30\u8ba1\u90fd\u5728\u7b11\u8bdd\u201d\uff0c\u5766\u8a00\u8df3\u69fd\u53ea\u662f\u60f3\u6269\u5145\u81ea\u5df1\u7684skill set\uff08\u6280\u80fd\u70b9\uff09\uff0c\u4ece\u4e1a\u52a1\u4e2d\u627e\u95ee\u9898\u3002<\/p>\n<p>\u5f53\u65f6\u7684\u4ee3\u5b63\u5cf0\uff0c\u6b63\u5904\u5728\u81ea\u6211\u8fdb\u5316\u7684\u6781\u5ea6\u6e34\u671b\u4e2d\u3002<\/p>\n<p>\u5728MSRA\uff0c\u4ed6\u5df2\u7ecf\u8bc1\u660e\u4e86\u81ea\u5df1\u201c\u63a8\u6f14\u524d\u6cbf\u7b97\u6cd5\u201d\u7684\u5929\u8d4b\uff0c\u4f46\u4ed6\u9aa8\u5b50\u91cc\u90a3\u79cd\u5bf9\u201c\u5de5\u7a0b\u843d\u5730\u201d\u7684\u504f\u6267\uff0c\u9a71\u4f7f\u4ed6\u5fc5\u987b\u8d70\u5411\u771f\u5b9e\u4e16\u754c\u7684\u4e1a\u52a1\u573a\u3002<\/p>\n<p>\u52a0\u5165\u5546\u6c64\u540e\uff0c\u4ed6\u4e0d\u4ec5\u7edf\u7ba1\u57fa\u7840\u89c6\u89c9\u548c\u901a\u7528\u667a\u80fd\u4e24\u4e2a\u4e8c\u7ea7\u90e8\u95e8\uff0c\u8fd8\u4eb2\u81ea\u4e0b\u573a\uff0c\u625b\u4e0b\u4e86\u672c\u7530-\u5546\u6c64\u81ea\u52a8\u9a7e\u9a76\u7814\u53d1\u9879\u76ee\u6280\u672f\u8d1f\u8d23\u4eba\u7684\u91cd\u62c5\u3002<\/p>\n<p>\u5728\u5546\u6c64\u7684\u4e09\u5e74\u91cc\uff0c\u4ee3\u5b63\u5cf0\u7684\u56e2\u961f\u6781\u5176\u751f\u731b\uff0c\u63a5\u8fde\u5728\u5b66\u672f\u754c\u548c\u5de5\u4e1a\u754c\u6253\u51fa\u6781\u5177\u5206\u91cf\u7684\u5e95\u724c\u3002\u4ed6\u7cbe\u5999\u5730\u5c06\u81ea\u5df1\u65e9\u5e74\u7684\u6210\u540d\u4f5c\u201c\u53ef\u53d8\u5f62\u5377\u79ef\u201d\u4e0e Transformer \u67b6\u6784\u878d\u5408\uff0c\u63d0\u51fa\u4e86 Deformable DETR\uff0c\u4f7f\u5176\u8fc5\u901f\u6210\u4e3a\u5de5\u4e1a\u754c\u7684\u9ad8\u9891\u7b97\u5b50\u3002<\/p>\n<p>\u800c\u5728\u81ea\u52a8\u9a7e\u9a76\u8d5b\u9053\uff0c\u4ed6\u5e26\u961f\u63d0\u51fa\u4e86\u540e\u6765\u88ab\u82f1\u4f1f\u8fbe CEO \u9ec4\u4ec1\u52cb\u591a\u6b21\u70b9\u8d5e\u7684 BEVFormer \u7b97\u6cd5\uff0c\u4e0d\u4ec5\u8d4b\u4e88\u4e86\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u4e00\u4e2a\u201c\u4e0a\u5e1d\u4fef\u77b0\u89c6\u89d2\u201d\uff0c\u4f7f\u5f97\u8f66\u8f86\u5728\u590d\u6742\u8def\u53e3\u4e5f\u80fd\u7cbe\u51c6\u611f\u77e5 3D \u73af\u5883\uff0c\u66f4\u4e00\u4e3e\u5960\u5b9a\u4e86\u5168\u7403\u81ea\u52a8\u9a7e\u9a76\u884c\u4e1a\u7684\u6807\u51c6\u611f\u77e5\u8303\u5f0f\u3002<\/p>\n<p>2022\u5e747\u6708\uff0c\u4ee3\u5b63\u5cf0\u6b63\u5f0f\u79bb\u5f00\u5546\u6c64\uff0c\u5168\u804c\u52a0\u5165\u6e05\u534e\u5927\u5b66\u7535\u5b50\u5de5\u7a0b\u7cfb\u4efb\u526f\u6559\u6388\u3002 \u4f46\u4ed6\u5e76\u672a\u5207\u65ad\u4e0e\u4ea7\u4e1a\u524d\u6cbf\u7684\u8054\u7cfb\u3002<\/p>\n<p>\u4ed6\u4ee5\u201c\u53cc\u8058\u9886\u519b\u79d1\u5b66\u5bb6\u201d\u7684\u8eab\u4efd\uff0c\u4e0e\u4ee3\u8868\u4e2d\u56fd\u9876\u5c16\u5927\u6a21\u578b\u7814\u7a76\u7684\u201c\u56fd\u5bb6\u961f\u201d\u2014\u2014\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\uff08Shanghai AI Lab\uff09\uff0c\u5f00\u542f\u4e86\u6df1\u5ea6\u7684\u5b66\u672f\u7ed1\u5b9a\u4e0e\u79d1\u7814\u5171\u521b\u3002<\/p>\n<p>\u636e\u4e0a\u6d77AI Lab\u7814\u7a76\u5458\u5411\u5de6\u6797\u53f3\u72f8\u9891\u9053\u56de\u5fc6\uff0c\u201c\u6c64\u6653\u9e25\u8001\u5e08\u7684\u98ce\u683c\u662f\uff1a\u4e00\u65e6\u770b\u597d\u8fd9\u4e2a\u4eba\u624d\uff0c\u5c31\u4f1a\u65e0\u6761\u4ef6\u7ed9\u8d44\u6e90\u3002\u201d<\/p>\n<p>\u5728\u5f88\u957f\u4e00\u6bb5\u65f6\u95f4\u91cc\uff0c\u54ea\u6015\u4ee3\u5b63\u5cf0\u5e76\u672a\u5728\u5546\u6c64\u5168\u804c\uff0c\u4f53\u7cfb\u5185\u4e5f\u4f9d\u7136\u613f\u610f\u4e3a\u4ed6\u63d0\u4f9b\u652f\u6301\u548c\u85aa\u6c34\uff0c\u8fd9\u79cd\u201c\u77e5\u9047\u4e4b\u6069\u201d\uff0c\u8ba9\u4ee3\u5b63\u5cf0\u4ee5\u53ca\u4ed6\u5e26\u51fa\u7684\u4eba\uff0c\u5bf9\u6c64\u5bb6\u519b\u4fdd\u6301\u7740\u6781\u9ad8\u7684\u5fe0\u8bda\u5ea6\u3002 \u8fd9\u79cd\u6781\u81f4\u7684\u4fe1\u4efb\u4e0e\u8d44\u6e90\u503e\u659c\uff0c\u6700\u7ec8\u50ac\u751f\u4e86\u4ee3\u5b63\u5cf0\u5728\u4e0a\u6d77 AI Lab \u671f\u95f4\u7206\u53d1\u5f0f\u7684\u79d1\u7814\u4ea7\u51fa\u3002<\/p>\n<p>\u5728\u8fd9\u91cc\uff0c\u4ee3\u5b63\u5cf0\u5c06\u7814\u7a76\u91cd\u5fc3\u4ece\u5355\u4e00\u7684\u89c6\u89c9\u611f\u77e5\u7b97\u6cd5\uff0c\u5168\u9762\u8dc3\u5347\u81f3\u591a\u6a21\u6001\u5927\u6a21\u578b\u4e0e\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u7684\u524d\u6cbf\u63a2\u7d22\u3002<\/p>\n<p>\u4ed6\u5e26\u9886\u56e2\u961f\u6b7b\u78d5\u6570\u5e74\uff0c\u6253\u51fa\u4e86\u4ed6\u76ee\u524d\u6700\u5177\u5f71\u54cd\u529b\u7684\u91cd\u78c5\u6210\u679c\u2014\u2014InternVL\uff08\u4e66\u751f\u00b7\u4e07\u8c61\uff09\u3002\u5b83\u7684\u8bde\u751f\uff0c\u9996\u6b21\u8ba9\u56fd\u4ea7\u5f00\u6e90\u591a\u6a21\u6001\u6a21\u578b\u7684\u6027\u80fd\uff0c\u786c\u521a\u4e0a\u4e86 GPT-4V \u7b49\u95ed\u6e90\u5546\u7528\u9738\u4e3b\u3002 \u800c\u5728\u4ed6\u6700\u4e3a\u719f\u6089\u7684\u81ea\u52a8\u9a7e\u9a76\u9886\u57df\uff0c\u4ed6\u4e5f\u6ca1\u6709\u6b62\u6b65\u4e8e\u611f\u77e5\u5c42\u3002<\/p>\n<p>\u6cbf\u7740\u901a\u5411 AGI \u7684\u8def\u5f84\uff0c2023 \u5e74\u5e95\uff0c\u4ee3\u5b63\u5cf0\u56e2\u961f\u53c8\u63a8\u51fa\u4e86 DriveMLM \u6846\u67b6\u3002\u8fd9\u4e00\u6b21\uff0c\u4ed6\u4eec\u76f4\u63a5\u7528\u5927\u6a21\u578b\u6253\u901a\u4e86\u201c\u8bed\u8a00\u51b3\u7b56\u201d\u5230\u201c\u8f66\u8f86\u63a7\u5236\u201d\u7684\u7aef\u5230\u7aef\u95ed\u73af\uff0c\u5f7b\u5e95\u89e3\u51b3\u4e86\u5927\u6a21\u578b\u7684\u201c\u8bed\u8a00\u601d\u8003\u201d\u96be\u4ee5\u8f6c\u5316\u4e3a\u201c\u53ef\u9760\u65b9\u5411\u76d8\u52a8\u4f5c\u201d\u7684\u884c\u4e1a\u75db\u70b9\u3002\u8fd9\u4e00\u5f00\u521b\u6027\u6210\u679c\uff0c\u540e\u6765\u767b\u4e0a\u4e86\u300aVisual Intelligence\u300b2025 \u5e74\u7b2c 4 \u671f\u7684\u5c01\u9762\u3002<\/p>\n<p>\u4ece\u5546\u6c64\u7684\u5de5\u7a0b\u72c2\u98d9\uff0c\u5230 AI Lab \u7684\u5e95\u5c42\u7a81\u56f4\uff0c\u4ee3\u5b63\u5cf0\u5df2\u7136\u5b8c\u6210\u4e86\u5728\u771f\u5b9e\u4e1a\u52a1\u6ce5\u6c34\u91cc\u7684\u6dec\u706b\u3002<\/p>\n<p><\/p>\n<h1 style=\"font-size: 32px;font-weight: bold;padding: 0px 4px 0px 0px;text-align: center;margin: 0px 0px 20px\"><span class=\"ez-toc-section\" id=\"%E8%81%94%E6%89%8B%E5%88%B0%E5%8F%8D%E7%9B%AE%EF%BC%8C%E6%98%AF%E8%B0%81%E8%AE%A9%E8%BF%91%E4%BA%BF%E7%BE%8E%E5%85%83%E6%89%93%E6%B0%B4%E6%BC%82%EF%BC%9F\"><\/span>\u8054\u624b\u5230\u53cd\u76ee\uff0c\u662f\u8c01\u8ba9\u8fd1\u4ebf\u7f8e\u5143\u6253\u6c34\u6f02\uff1f<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>\u5927\u6a21\u578b\u6380\u8d77\u7684\u6ed4\u5929\u5de8\u6d6a\uff0c\u8fde\u5e26\u7740\u6570\u4ee5\u4ebf\u8ba1\u7684\u70ed\u94b1\uff0c\u518d\u6b21\u5c06\u4ed6\u5377\u5165\u4e86\u98ce\u66b4\u773c\u3002<\/p>\n<p>2025\u5e743\u6708\uff0c\u4ee3\u5b63\u5cf0\u505a\u51fa\u7b2c\u4e09\u6b21\u8dc3\u8fc1\uff0c\u52a0\u5165\u76db\u5927\u96c6\u56e2\u521b\u59cb\u4eba\u9648\u5929\u6865\u521b\u7acb\u7684MiroMind\uff0c\u8bd5\u6c34AGI\u521b\u4e1a\u3002<\/p>\n<p>\u9648\u5929\u6865\u9700\u8981\u4ee3\u5b63\u5cf0\u7684\u6280\u672f\uff0c\u4ee3\u5b63\u5cf0\u9700\u8981\u9648\u5929\u6865\u7684\u7b97\u529b\u3002<\/p>\n<p>\u871c\u6708\u671f\u77ed\u4fc3\u800c\u8f89\u714c\u3002\u4ee3\u5b63\u5cf0\u5728\u6b64\u65f6\u63d0\u51fa\u4e86\u4ed6\u6700\u91cd\u8981\u7684AGI\u7406\u5ff5\u2014\u2014\u201cInteractive Scaling\uff08\u4ea4\u4e92\u5f0f\u7f29\u653e\uff09\u201d\u3002<\/p>\n<p>\u4ed6\u4e3b\u5f20\uff0cAGI\u7684\u6838\u5fc3\u4e0d\u5728\u4e8e\u9759\u6001\u6570\u636e\u7684\u5806\u780c\uff0c\u800c\u5728\u4e8e\u6a21\u578b\u4e0e\u5916\u90e8\u73af\u5883\u7684\u6301\u7eed\u4ea4\u4e92\u3002\u56e2\u961f\u636e\u6b64\u63a8\u51fa\u4e86\u9ad8\u667a\u6548\u6bd4\u7684MiroThinker\u6a21\u578b\u3002<\/p>\n<p>\u4f46\u5c31\u5728\u516c\u53f8\u52bf\u5934\u6700\u731b\u7684\u65f6\u5019\uff0c\u4ee3\u5b63\u5cf0\u5374\u6309\u4e0b\u6682\u505c\u952e\u3002<\/p>\n<p>2026\u5e741\u6708\uff0c\u4ee3\u5b63\u5cf0\u7a81\u7136\u5ba3\u5e03\u5378\u4efb\u6280\u672f\u987e\u95ee\uff0c\u9000\u51fa\u5de5\u4f5c\u7fa4\u3002\u968f\u4e4b\u800c\u6765\u7684\uff0c\u662f\u65b0\u516c\u53f8\u6210\u7acb\u5e76\u878d\u8d44\u7684\u6d88\u606f\u3002<\/p>\n<p>\u4ee3\u5b63\u5cf0\u901a\u8fc7\u300a\u534e\u76db\u987f\u90ae\u62a5\u300b\u5411\u5916\u5a92\u8bb2\u8ff0\u4e86\u4e00\u4e2a\u201c\u5b66\u8005\u4e0d\u613f\u4f4e\u5934\u201d\u7684\u60b2\u60c5\u6545\u4e8b\u3002<\/p>\n<p>\u4ed6\u58f0\u79f0\uff0c\u53d7\u4f17\u6240\u5468\u77e5\u7684\u201cManus\u4e8b\u4ef6\u201d\u5f71\u54cd\uff0cMiroMind\u610f\u56fe\u8fdb\u884c\u6280\u672f\u8f6c\u79fb\u5e76\u903c\u8feb\u4ed6\u8d74\u6d77\u5916\u53d1\u5c55\uff0c\u4ed6\u56e0\u62d2\u7edd\u59a5\u534f\u800c\u9009\u62e9\u79bb\u804c\u3002<\/p>\n<p>\u8fd9\u4e00\u201c\u7231\u56fd\u4e0d\u5c48\u59ff\u6001\u201d\u8fc5\u901f\u5728\u56fd\u9645\u8206\u8bba\u548c\u56fd\u5185\u793e\u533a\u5f15\u53d1\u8f69\u7136\u5927\u6ce2\uff0c\u751a\u81f3\u6709\u4f20\u8a00\u79f0MiroMind\u539f\u56e2\u961f\u4e5f\u662f\u56e0\u4e0d\u613f\u88ab\u8feb\u51fa\u6d77\u800c\u79bb\u804c\u3002<\/p>\n<p>\u6b21\u65e5MiroMind\u53d1\u5e03\u7684\u4e00\u4efd\u63aa\u8f9e\u4e25\u5389\u7684\u300a\u5185\u90e8\u901a\u62a5\u300b\uff0c\u901a\u62a5\u51fa\u793a\u4e86\u5e26\u6709\u4ee3\u5b63\u5cf0\u672c\u4eba\u7b7e\u540d\u53ca\u6388\u6743\u7684\u6cd5\u5f8b\u6587\u4ef6\uff0c\u8bc1\u660e\u65e9\u57282025\u5e745\u6708\uff08\u8fdc\u65e9\u4e8eManus\u4e8b\u4ef6\uff09\uff0c\u4ee3\u5b63\u5cf0\u5c31\u4e3b\u52a8\u4e66\u9762\u8bf7\u6c42\u516c\u53f8\u534f\u52a9\u529e\u7406\u7f8e\u56fdO-1\u6770\u51fa\u4eba\u624d\u7b7e\u8bc1\uff0c\u8be5\u7b7e\u8bc1\u5df2\u4e8e\u5f53\u5e7411\u6708\u83b7\u6279\u3002\u6240\u8c13\u7684\u201c\u88ab\u8feb\u51fa\u6d77\u201d\uff0c\u5b9e\u4e3a\u65e9\u6709\u9884\u8c0b\u7684\u8d74\u7f8e\u610f\u5411\u3002<\/p>\n<p>\u771f\u6b63\u5bfc\u81f4\u53cc\u65b9\u7ffb\u8138\u7684\uff0c\u662f\u79bb\u804c\u8c08\u5224\u684c\u4e0a\u7684\u5229\u76ca\u535a\u5f08\u3002<\/p>\n<p>\u6700\u521d\uff0c\u9648\u5929\u6865\u5c55\u73b0\u4e86\u6781\u5927\u5584\u610f\uff0c\u751a\u81f3\u4eb2\u81ea\u534f\u52a9\u4ee3\u5b63\u5cf0\u5bf9\u63a5IDG\u3001\u7ea2\u6749\u7b49\u6295\u8d44\u673a\u6784\u3002<\/p>\n<p>\u57281\u670815\u65e5\u63d0\u51fa\u79bb\u804c\u5f53\u665a\uff0c\u4ee3\u5b63\u5cf0\u66fe\u4e3b\u52a8\u63d0\u51fa\u4ee5\u65b0\u516c\u53f815%\u7684\u80a1\u6743\u4e3a\u5bf9\u4ef7\uff0c\u4ee5\u5408\u6cd5\u6362\u53d6MiroMind\u7684\u77e5\u8bc6\u4ea7\u6743\u8bb8\u53ef\u5e76\u5e26\u8d70\u4e3b\u8981\u9aa8\u5e72\u3002<\/p>\n<p>\u4f46\u968f\u7740\u65b0\u516c\u53f8\u5728\u8d44\u672c\u5e02\u573a\u83b7\u5f97\u79ef\u6781\u53cd\u9988\uff0c\u4ee3\u5b63\u5cf0\u7684\u6001\u5ea6\u53d1\u751f\u4e86\u91cd\u5927\u8f6c\u53d8\u3002<\/p>\n<p>3\u67082\u65e5\uff0c\u5176\u80cc\u540e\u7684\u6295\u8d44\u673a\u6784\u4e66\u9762\u63d0\u51fa\u5c06\u80a1\u6743\u5bf9\u4ef7\u5927\u5e45\u964d\u81f35%\uff0c\u5e76\u5f97\u5bf8\u8fdb\u5c3a\u5730\u8981\u6c42\u539f\u516c\u53f8\u6388\u4e88\u65b0\u9879\u76ee\u201c\u5728\u5168\u7403\u8303\u56f4\u5185\u7684\u514d\u8d39\u3001\u65e0\u671f\u9650\u3001\u4e0d\u53ef\u64a4\u9500\u3001\u53ef\u5206\u8bb8\u53ef\u7684\u5b9e\u65bd\u8bb8\u53ef\u6743\u201d\u3002<\/p>\n<p>\u8fd9\u4e00\u8981\u6c42\u906d\u5230\u4e86MiroMind\u7684\u660e\u786e\u62d2\u7edd\u3002<\/p>\n<p>\u636e\u516c\u5f00\u4fe1\u606f\u900f\u9732\uff0c\u4e00\u4f4d\u719f\u6089\u8c08\u5224\u5185\u5e55\u7684\u6d88\u606f\u4eba\u58eb\u4e00\u9488\u89c1\u8840\u5730\u6307\u51fa\u4e86\u6495\u626f\u7684\u5173\u952e\uff1a\u201c\u8fd9\u4e0d\u662f\u60f3\u7a7a\u624b\u5957\u767d\u72fc\u4e48\u3002\u9648\u5929\u6865\u4e2a\u4eba\u6295\u4e86\u8fd1\u4ebf\u7f8e\u5143\u7684\u5de8\u8d44\u4e0b\u53bb\uff0c\u4e5f\u4eb2\u81ea\u53c2\u4e0e\u4e86\u6574\u4e2a\u6a21\u578b\u7684\u6280\u672f\u67b6\u6784\u601d\u8003\u3002\u4ee3\u5b63\u5cf0\u62ff\u7740\u9ad8\u5de5\u8d44\u4e00\u5206\u94b1\u6ca1\u6295\u5165\uff0c\u79bb\u804c\u62ff\u8d70\u4eba\u548c\u4ee3\u7801\uff0c\u8fd8\u8981\u6c42\u6c38\u4e45\u514d\u8d39\uff0c\u5728\u4efb\u4f55\u5546\u4e1a\u903b\u8f91\u91cc\u90fd\u8bf4\u4e0d\u901a\u3002\u505a\u4eba\u4e5f\u4e0d\u662f\u8fd9\u6837\u505a\u7684\u3002\u201d<\/p>\n<p>\u5728\u5b66\u8005\u7684\u8ba4\u77e5\u91cc\uff0c\u4ee3\u7801\u662f\u8111\u529b\u52b3\u52a8\u7684\u5177\u8c61\u5316\uff0c\u5f52\u5c5e\u4e8e\u521b\u9020\u8005\uff1b\u4f46\u5728\u8d44\u65b9\u7684\u8ba4\u77e5\u91cc\uff0c\u4ee3\u7801\u662f\u7528\u51e0\u5343\u4e07\u7f8e\u5143\u7b97\u529b\u5582\u517b\u51fa\u7684\u201c\u516c\u53f8\u56fa\u5b9a\u8d44\u4ea7\u201d\u3002 \u800c\u5546\u4e1a\u7684\u9f7f\u8f6e\uff0c\u5e76\u4e0d\u4f1a\u56e0\u4e3a\u5b66\u8005\u7684\u79bb\u5f00\u800c\u505c\u6b62\u8f6c\u52a8\u3002<\/p>\n<p>\u5728\u4ee3\u5b63\u5cf0\u79bb\u804c\u540e\uff0cMiroMind\u4f9d\u6258\u65b0\u52a0\u5761\u3001\u7f8e\u56fd\u3001\u4e2d\u56fd\u591a\u5730\u4e25\u683c\u7684\u8de8\u5883\u5408\u89c4\u4e0e\u9632\u706b\u5899\u653f\u7b56\uff0c\u672a\u53d7\u5b9e\u8d28\u5f71\u54cd\u3002<\/p>\n<p>\u9648\u5929\u6865\u8fc5\u901f\u62db\u63fd\u4e86\u524dxAI\u6280\u672f\u9aa8\u5e72\u675c\u5c11\u96f7\u3001\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u7ec8\u8eab\u6559\u6388\u5b89\u6ce2\uff0c\u4ee5\u53ca\u524dMeta FAIR\u7814\u7a76\u5458\u6768\u51ef\u5cea\u5206\u522b\u6302\u5e05\u6838\u5fc3\u7814\u53d1\uff0c\u5e76\u57283\u6708\u4e2d\u65ec\u706b\u901f\u53d1\u5e03\u4e86\u65a9\u83b7SOTA\u6210\u7ee9\u7684\u6700\u65b0\u4e00\u4ee3MiroThinker 1.7\u6a21\u578b\u3002<\/p>\n<p><\/p>\n<h1 style=\"font-size: 32px;font-weight: bold;padding: 0px 4px 0px 0px;text-align: center;margin: 0px 0px 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