{"id":1074993,"date":"2021-11-19T23:35:00","date_gmt":"2021-11-20T07:35:00","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-blog-post&#038;p=1074993"},"modified":"2024-09-25T20:45:56","modified_gmt":"2024-09-26T03:45:56","slug":"intern-marr-prize","status":"publish","type":"msr-blog-post","link":"https:\/\/www.microsoft.com\/en-us\/research\/articles\/intern-marr-prize\/","title":{"rendered":"\u7b2c\u4e00\u7bc7\u53d1\u8868\u8bba\u6587\u5c31\u65a9\u83b7\u9a6c\u5c14\u5956\uff01\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5b9e\u4e60\u751f\u7684\u79d1\u7814\u7ecf\u9a8c\u5206\u4eab"},"content":{"rendered":"\n<p>\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u9876\u7ea7\u4f1a\u8bae ICCV 2021 \u4e2d\uff0c\u6765\u81ea\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u8bba\u6587 \u201cSwin Transformer: Hierarchical Vision Transformer using Shifted Windows\u201d \u8363\u83b7\u6700\u4f73\u8bba\u6587\u5956\uff08\u9a6c\u5c14\u5956\uff0cMarr Prize\uff09\u3002\u9a6c\u5c14\u5956\u6bcf\u4e24\u5e74\u8bc4\u9009\u4e00\u6b21\uff0c\u88ab\u770b\u4f5c\u662f\u8ba1\u7b97\u673a\u89c6\u89c9\u7814\u7a76\u65b9\u9762\u7684\u6700\u9ad8\u8363\u8a89\u4e4b\u4e00\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"531\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-35-26-1024x531.png\" alt=\"Swin Transformer \u8bba\u6587\u83b7 2021 \u5e74\u201c\u9a6c\u5c14\u5956\"\" class=\"wp-image-1075167\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-35-26-1024x531.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-35-26-300x155.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-35-26-768x398.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-35-26-1536x796.png 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-35-26-240x124.png 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-35-26.png 1602w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Swin Transformer \u8bba\u6587\u83b7 2021 \u5e74\u201c\u9a6c\u5c14\u5956&#8221;<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u5728\u8fd9\u9879\u7814\u7a76\u5de5\u4f5c\u4e2d\uff0c\u6765\u81ea<strong>\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u4e09\u4f4d\u5b9e\u4e60\u751f\u2014\u2014\u8054\u5408\u57f9\u517b\u535a\u58eb\u751f\u5218\u6cfd\u3001\u6797\u5b87\u6850\u3001\u97e6\u6bc5\u8f69\u505a\u51fa\u4e86\u91cd\u8981\u8d21\u732e<\/strong>\u3002\u4ee5\u6b64\u4e3a\u5951\u673a\uff0c\u4e09\u4f4d\u540c\u5b66\u5728\u7814\u7a76\u9662\u5185\u4e3a\u5b9e\u4e60\u751f\u4eec\u8fdb\u884c\u4e86\u4e13\u573a\u5206\u4eab\u3002\u6211\u4eec\u4e5f\u5728\u5206\u4eab\u4f1a\u540e\u5bf9\u4e09\u4f4d\u540c\u5b66\u8fdb\u884c\u4e86\u6df1\u5ea6\u8bbf\u8c08\uff0c<strong>\u4e3a\u5927\u5bb6\u63ed\u79d8\u201c\u9a6c\u5c14\u5956\u201d\u80cc\u540e\u7684\u66f4\u591a\u6545\u4e8b\uff0c\u4e86\u89e3\u4ed6\u4eec\u7684\u79d1\u7814\u6210\u957f\u4f53\u609f\uff1a<\/strong><\/p>\n\n\n\n<p>\u5982\u4f55\u786e\u5b9a\u4e00\u4e2a\u597d\u7684\u9009\u9898\uff1f\u4ed6\u4eec\u662f\u5982\u4f55\u5c06\u7075\u611f\u4e00\u6b65\u6b65\u843d\u5730\u7684\uff1f<\/p>\n\n\n\n<p>\u4ed6\u4eec\u5982\u4f55\u8fdb\u884c\u56e2\u961f\u5408\u4f5c\uff0c\u4ece\u800c\u4ea7\u51fa\u4e86\u5982\u6b64\u9ad8\u8d28\u91cf\u7684\u6210\u679c\uff1f<\/p>\n\n\n\n<p>\u4ed6\u4eec\u5404\u81ea\u7684\u79d1\u7814\u7ecf\u5386\u662f\u600e\u6837\u7684\uff1f\u5728\u79d1\u7814\u9053\u8def\u4e0a\uff0c\u4ed6\u4eec\u6709\u600e\u6837\u7684\u8bc0\u7a8d\u548c\u6cd5\u95e8\uff1f<\/p>\n\n\n\n<p>\u9a6c\u5c14\u5956\u5bf9\u4e8e\u4ed6\u4eec\u7684\u610f\u4e49\u662f\u4ec0\u4e48\uff1f\u7b2c\u4e00\u7bc7\u53d1\u8868\u7684\u8bba\u6587\u5c31\u65a9\u83b7\u9a6c\u5c14\u5956\uff0c\u5bf9\u4e8e\u4ed6\u4eec\u6709\u4ec0\u4e48\u5de8\u5927\u4ef7\u503c\uff1f<\/p>\n\n\n\n<p>\u8ba9\u6211\u4eec\u5e26\u7740\u8fd9\u4e9b\u95ee\u9898\u4e00\u8d77\u8d70\u8fdb\u9a6c\u5c14\u5956\u5f97\u4e3b\u4eec\u7684\u72ec\u5bb6\u6545\u4e8b\uff01<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"256\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-38-43-300x256-1.png\" alt=\"\u5218\u6cfd\" class=\"wp-image-1075170\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-38-43-300x256-1.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-38-43-300x256-1-211x180.png 211w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n\n<p>\u5218\u6cfd<br>\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u5927\u5b66-\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662<br>\u8054\u5408\u57f9\u517b\u535a\u58eb\u751f\u4e09\u5e74\u7ea7<br>\u5bfc\u5e08\uff1a\u738b\u6c38\u6559\u6388\u3001\u90ed\u767e\u5b81\u6559\u6388<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"320\" height=\"284\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-39-18.png\" alt=\"\u6797\u5b87\u6850\" class=\"wp-image-1075173\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-39-18.png 320w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-39-18-300x266.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-39-18-203x180.png 203w\" sizes=\"auto, (max-width: 320px) 100vw, 320px\" \/><\/figure>\n\n\n\n<p>\u6797\u5b87\u6850<br>\u897f\u5b89\u4ea4\u901a\u5927\u5b66-\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662<br>\u8054\u5408\u57f9\u517b\u535a\u58eb\u751f\u4e8c\u5e74\u7ea7<br>\u5bfc\u5e08\uff1a\u90d1\u5357\u5b81\u6559\u6388\u3001\u90ed\u767e\u5b81\u6559\u6388<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"286\" height=\"274\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-40-49.png\" alt=\"\u97e6\u6bc5\u8f69\" class=\"wp-image-1075176\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-40-49.png 286w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-40-49-188x180.png 188w\" sizes=\"auto, (max-width: 286px) 100vw, 286px\" \/><\/figure>\n\n\n\n<p>\u97e6\u6bc5\u8f69<br>\u6e05\u534e\u5927\u5b66-\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662<br>\u8054\u5408\u57f9\u517b\u535a\u58eb\u751f\u4e8c\u5e74\u7ea7<br>\u5bfc\u5e08\uff1a\u6e29\u6c5f\u6d9b\u6559\u6388\u3001\u90ed\u767e\u5b81\u6559\u6388<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u9a6c\u5c14\u5956\u7684\u80cc\u540e\u6545\u4e8b-\u9ed8\u5951\u5408\u4f5c-\u4e00\u6b65\u6b65\u8c03\u9ad8\u671f\u671b-\u62d3\u5c55\u8fb9\u754c\">\u9a6c\u5c14\u5956\u7684\u80cc\u540e\u6545\u4e8b\uff1a\u9ed8\u5951\u5408\u4f5c\uff0c\u4e00\u6b65\u6b65\u8c03\u9ad8\u671f\u671b\u3001\u62d3\u5c55\u8fb9\u754c<\/h2>\n\n\n\n<p><strong>Q\uff1a\u5173\u4e8e Swin Transformer \u7684\u79d1\u7814\u7075\u611f\u662f\u600e\u4e48\u83b7\u5f97\u7684\uff1f\u5728\u4e00\u6b65\u6b65\u5b8c\u6210\u8fd9\u9879\u83b7\u5f97\u201c\u9a6c\u5c14\u5956\u201d\u7684\u79d1\u7814\u8bfe\u9898\u7684\u8fc7\u7a0b\u4e2d\uff0c\u6709\u54ea\u4e9b\u5173\u952e\u70b9\uff1f<\/strong><\/p>\n\n\n\n<p>\u5218\u6cfd\uff1a\u6211\u4eec\u51e0\u4e2a\u867d\u7136\u6765\u81ea\u4e0d\u540c\u7684\u5b66\u6821\uff0c\u4f46\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u5bfc\u5e08\u90fd\u662f\u90ed\u767e\u5b81\u526f\u9662\u957f\uff0c\u4e3a\u4e86\u66f4\u597d\u5730\u6307\u5bfc\u6211\u4eec\u535a\u58eb\u751f\u5b66\u4e60\uff0c\u767e\u5b81\u8001\u5e08\u4e3a\u6211\u4eec\u6307\u5b9a\u4e86\u51e0\u4f4d mentor \u5177\u4f53\u6307\u5bfc\u6211\u4eec\u7684\u7814\u7a76\u5de5\u4f5c\u548c\u5b66\u4e60\u3002Swin Transformer \u6700\u65e9\u7684 idea \u5c31\u662f\u6211\u4eec\u7684 mentor \u4eec\u63d0\u51fa\u7684\uff0c\u6211\u4eec\u9996\u5148\u5728\u56fe\u50cf\u5206\u7c7b\u4efb\u52a1\u4e2d\u8fdb\u884c\u4e86\u5c1d\u8bd5\uff0c\u5f97\u5230\u4e86\u975e\u5e38\u597d\u7684\u6548\u679c\u3002\u4e4b\u540e\uff0c\u8003\u8651\u5230 Swin Transformer \u672c\u8eab\u662f\u9488\u5bf9\u901a\u7528\u89c6\u89c9\u4efb\u52a1\u8fdb\u884c\u7684\u8bbe\u8ba1\uff0c\u6240\u4ee5\u5c31\u6709\u5fc5\u8981\u5728\u4e0b\u4e00\u9636\u6bb5\u5728\u66f4\u5e7f\u6cdb\u7684\u89c6\u89c9\u4efb\u52a1\u4e2d\u9a8c\u8bc1\u5b83\u7684\u4f5c\u7528\u3002\u7ecf\u8fc7\u8003\u8651\uff0c\u6211\u4eec\u9009\u62e9\u4e86\u76ee\u6807\u68c0\u6d4b\u548c\u8bed\u4e49\u5206\u5272\u8fd9\u4e24\u4e2a\u5f88\u91cd\u8981\u7684\u4efb\u52a1\u3002\u6211\u4eec\u5bf9\u4e8e Swin Transformer \u7684\u671f\u5f85\u4e5f\u4ece\u201c\u594f\u6548\u201d\u8f6c\u53d8\u6210\u4e86\u5728\u5404\u79cd\u4efb\u52a1\u4e0a\u90fd\u201c\u505a\u597d\u201d\uff0c\u8fd9\u662f\u6211\u4eec<strong>\u7b2c\u4e00\u6b21\u8c03\u6574\u76ee\u6807<\/strong>\u3002\u5728\u8fd9\u4e4b\u540e\uff0c\u5b87\u6850\u52a0\u5165\u5230\u4e86\u6211\u4eec\u7684\u5de5\u4f5c\u4e2d\u6765\uff0c\u4e5f\u83b7\u5f97\u4e86\u5f88\u597d\u7684\u7ed3\u679c\uff1b\u6211\u4eec\u518d\u6b21\u5e0c\u671b\u505a\u66f4\u591a\u5c1d\u8bd5\uff0c\u540c\u65f6\u6bc5\u8f69\u4e5f\u52a0\u5165\u5230\u9879\u76ee\u4e2d\u3002<\/p>\n\n\n\n<p>\u603b\u4f53\u6765\u8bf4\uff0c\u6574\u4e2a\u9879\u76ee\u662f\u6211\u4eec<strong>\u4e0d\u65ad\u8c03\u9ad8\u79d1\u7814\u671f\u671b\u3001\u89e6\u78b0\u66f4\u9ad8\u79d1\u7814\u8fb9\u754c<\/strong>\u7684\u8fc7\u7a0b\u3002\u56de\u5934\u6765\u770b\uff0c<strong>\u4e0d\u6b62\u6b65\u4e8e\u73b0\u6709\u6210\u679c\u7684\u6001\u5ea6\uff0c\u53ef\u80fd\u662f\u6211\u4eec\u6700\u7ec8\u5f97\u4ee5\u9ad8\u8d28\u91cf\u5b8c\u6210\u8fd9\u7bc7\u8bba\u6587\u7684\u5173\u952e\u3002<\/strong><\/p>\n\n\n\n<p>\u6797\u5b87\u6850\uff1a\u662f\u7684\uff0c\u5f53\u65f6\u5218\u6cfd\u5df2\u7ecf\u57fa\u672c\u5b8c\u6210\u4e86\u56fe\u50cf\u5206\u7c7b\u7684\u4efb\u52a1\uff0c\u5f00\u59cb\u7740\u624b\u53bb\u505a\u8bed\u4e49\u5206\u5272\uff1b\u800c\u6211\u56e0\u4e3a\u5728\u76ee\u6807\u68c0\u6d4b\u4e0a\u7684\u7ecf\u9a8c\u76f8\u5bf9\u800c\u8a00\u66f4\u4e30\u5bcc\u4e00\u4e9b\uff0c\u6240\u4ee5\u4e3b\u8981\u8d1f\u8d23\u8fd9\u4e2a\u90e8\u5206\u3002\u968f\u7740\u5b9e\u9a8c\u7684\u63a8\u8fdb\uff0c\u6211\u4eec\u53d1\u73b0 Swin Transformer \u5728\u8fd9\u4e09\u79cd\u4efb\u52a1\u4e0a\u90fd\u53d6\u5f97\u4e86\u975e\u5e38\u597d\u7684\u8868\u73b0\u3002\u5176\u5b9e\uff0c<strong>\u8fd9\u4e2a\u65f6\u5019\u7684\u6210\u679c\u5df2\u7ecf\u57fa\u672c\u53ef\u4ee5\u5b8c\u6210\u4e00\u7bc7\u8d28\u91cf\u4e0d\u9519\u7684\u8bba\u6587\u4e86\uff0c\u4f46\u6211\u4eec\u53c8\u63d0\u51fa\u4e86\u66f4\u9ad8\u7684\u8981\u6c42<\/strong>\u2014\u2014\u5e0c\u671b\u5728\u66f4\u5927\u89c4\u6a21\u7684\u6570\u636e\u96c6\u4e0a\u68c0\u9a8c Swin Transformer \u7684\u6709\u6548\u6027\uff0c\u8fd9\u662f\u6211\u4eec<strong>\u7b2c\u4e8c\u6b21\u8c03\u9ad8\u671f\u671b<\/strong>\u3002<\/p>\n\n\n\n<p>\u97e6\u6bc5\u8f69\uff1a\u6211\u5728\u9879\u76ee\u4e2d\u4e3b\u8981\u8d1f\u8d23\u5927\u6570\u636e\u96c6\u7684\u5b9e\u9a8c\uff0c\u548c\u5b87\u6850\u4e00\u8d77\u53bb\u505a\u4e00\u4e9b\u76ee\u6807\u68c0\u6d4b\u548c\u76ee\u6807\u5206\u5272\u7684\u4efb\u52a1\uff0c\u5e76\u5c1d\u8bd5\u5728\u4e0d\u540c\u7684\u6846\u67b6\u4e0a\u8fdb\u884c\u5b9e\u9a8c\u3002\u5728\u8fc7\u7a0b\u4e2d\u6211\u4eec\u4e5f\u9047\u5230\u4e86\u8d44\u6e90\u4e0d\u8db3\u7684\u95ee\u9898\uff0c\u8fd9\u65f6\u5019\u6211\u4eec\u4f1a\u628a\u6709\u9650\u7684\u8d44\u6e90\u7559\u7ed9\u66f4\u91cd\u8981\u7684\u5b9e\u9a8c\uff0c\u5982\u4f55<strong>\u5728\u6709\u9650\u7684\u65f6\u95f4\u91cc\u534f\u8c03\u8d44\u6e90\u548c\u4efb\u52a1\u4f18\u5148\u7ea7<\/strong>\u6211\u8ba4\u4e3a\u662f\u6bd4\u8f83\u91cd\u8981\u7684\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"577\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-42-30-1024x577.png\" alt=\"\u201c\u9a6c\u5c14\u5956\u201d\u4e13\u573a\u5206\u4eab\u4f1a\u73b0\u573a\" class=\"wp-image-1075179\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-42-30-1024x577.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-42-30-300x169.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-42-30-768x433.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-42-30-1536x865.png 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-42-30-1066x600.png 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-42-30-655x368.png 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-42-30-240x135.png 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-42-30-640x360.png 640w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-42-30-960x540.png 960w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-42-30-1280x720.png 1280w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-42-30.png 1580w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u201c\u9a6c\u5c14\u5956\u201d\u4e13\u573a\u5206\u4eab\u4f1a\u73b0\u573a<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Q\uff1a\u4e09\u4f4d\u540c\u5b66\u90fd\u63d0\u5230\u4e86\u81ea\u5df1\u5728\u9879\u76ee\u4e2d\u627f\u62c5\u7684\u5de5\u4f5c\uff0c\u4f60\u4eec\u89c9\u5f97\u5f7c\u6b64\u5728\u79d1\u7814\u4e2d\u7684\u54ea\u4e9b\u7279\u70b9\u5bf9\u4e8e\u5b9e\u9a8c\u63a8\u8fdb\u7279\u522b\u91cd\u8981\uff1f<\/strong><\/p>\n\n\n\n<p>\u97e6\u6bc5\u8f69\uff1a<strong>\u4e3b\u89c2\u80fd\u52a8\u6027\u5f88\u5f3a<\/strong>\u662f\u6211\u4eec\u8fd9\u4e2a\u9879\u76ee\u7ec4\u6210\u5458\u7684\u5171\u540c\u7279\u70b9\u3002\u8bb0\u5f97\u5f53\u65f6\u5b9e\u9a8c\u63a8\u8fdb\u662f\u5728\u75ab\u60c5\u671f\u95f4\uff0c\u5927\u5bb6\u90fd\u4e0d\u592a\u65b9\u4fbf\u7ebf\u4e0b\u89c1\u9762\uff0c\u4e8e\u662f\u6211\u4eec\u4f1a\u6bcf\u5929\u90fd\u505a\u7ebf\u4e0a\u8ba8\u8bba\uff0c\u5206\u4eab\u6628\u5929\u5230\u4eca\u5929\u7684\u8fdb\u5c55\u5e76\u5b89\u6392\u4eca\u5929\u5230\u660e\u5929\u7684\u4efb\u52a1\u3002\u6b63\u662f\u56e0\u4e3a\u4fdd\u6301\u7740\u8fd9\u6837\u4e00\u4e2a<strong>\u9ad8\u5bc6\u5ea6\u7684\u6c9f\u901a<\/strong>\uff0c\u6211\u4eec\u6574\u4f53\u5b9e\u9a8c\u7684\u63a8\u8fdb\u5f97\u4ee5\u4e0d\u65ad\u8fed\u4ee3\u5e76\u4e14\u901f\u5ea6\u5f88\u5feb\u3002<\/p>\n\n\n\n<p>\u5218\u6cfd\uff1a\u521a\u624d\u8bf4\u7684\u201c\u4e0d\u65ad\u8c03\u9ad8\u201d\u671f\u671b\u662f\u4ece\u9879\u76ee\u5b8f\u89c2\u8fdb\u5ea6\u4e0a\u6765\u8bb2\uff1b\u800c\u5982\u679c\u4ece\u6211\u4eec\u5404\u81ea\u7684\u6027\u683c\u8fd9\u4e2a\u5fae\u89c2\u89d2\u5ea6\u6765\u8bf4\uff0c\u6211\u4eec\u4e09\u4e2a\u4eba\u90fd<strong>\u4e0d\u4f1a\u53ea\u6ee1\u8db3\u4e8e\u505a\u597d\u624b\u5934\u7684\u4efb\u52a1<\/strong>\u3002\u8fd9\u6837\u6765\u770b\uff0c\u4e5f\u8bb8\u540e\u8005\u662f\u524d\u8005\u7684\u5185\u5728\u539f\u56e0\u3002\u6211\u4eec\u4e09\u4e2a\u4ea4\u6d41\u4e2d\u53d1\u73b0\uff0c\u5176\u5b9e\u5f7c\u6b64\u7684\u5bfc\u5e08\u4eec\u90fd\u5e38\u5e38\u6559\u80b2\u6211\u4eec\u8981 aim 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class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"770\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-44-58-1024x770.png\" alt=\"\u4e09\u4f4d\u83b7\u5956\u8005\u5728\u5206\u4eab\u4f1a\u4e0a\u8bb2\u8ff0\u7814\u7a76\u7ecf\u5386\" class=\"wp-image-1075182\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-44-58-1024x770.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-44-58-300x226.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-44-58-768x578.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-44-58-1536x1155.png 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-44-58-80x60.png 80w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-44-58-240x180.png 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-44-58.png 1582w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u4e09\u4f4d\u83b7\u5956\u8005\u5728\u5206\u4eab\u4f1a\u4e0a\u8bb2\u8ff0\u7814\u7a76\u7ecf\u5386<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>Q\uff1a\u5728\u9009\u9898\u65b9\u5411\u4e0a\uff0c\u7ed3\u5408\u9a6c\u5c14\u5956\u4e0e\u6b64\u524d\u7684\u79d1\u7814\u7ecf\u5386\uff0c\u4f60\u4eec\u662f\u5426\u6709\u4e00\u4e9b\u5fc3\u5f97\u548c\u4f53\u4f1a\uff1f\u662f\u5426\u6709\u7ed9\u4e88\u4f60\u4eec\u4e00\u4e9b\u542f\u53d1\uff1f<\/strong><\/p>\n\n\n\n<p>\u5218\u6cfd\uff1a\u6211\u89c9\u5f97\u6709\u4e09\u79cd\u65b9\u5f0f\u53bb\u5bfb\u627e\u7075\u611f\u3002<\/p>\n\n\n\n<p>\u7b2c\u4e00\u662f\u6765\u6e90\u4e8e<strong>\u5bf9\u81ea\u5df1\u6240\u5728\u9886\u57df\u7684\u8ba4\u8bc6\u548c\u601d\u8003<\/strong>\u3002\u5728\u505a\u4e00\u9879\u7814\u7a76\u65f6\uff0c\u4f60\u9700\u8981\u8003\u8651\u9886\u57df\u672c\u8eab\u6240\u5904\u7684\u72b6\u6001\u548c\u4f4d\u7f6e\uff0c\u4ec0\u4e48\u4e1c\u897f\u662f\u5b83\u771f\u6b63\u9700\u8981\u7684\u3002\u8fd9\u4e5f\u662f\u6211\u7684 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\u9879\u76ee\u4e2d\u7684\u8bb8\u591a\u7075\u611f\u4e5f\u662f\u6765\u6e90\u4e8e\u4e4b\u524d\u505a\u8fc7\u7684\u76f8\u5173\u7814\u7a76\uff0c\u6211\u4f1a\u53bb\u601d\u8003\u6211\u4eec\u4e4b\u524d\u79ef\u7d2f\u7684\u7ecf\u9a8c\u53ef\u4ee5\u5728\u8fd9\u4e2a\u65b0\u7684\u9886\u57df\u505a\u600e\u6837\u7684\u4e8b\u60c5\u3002<\/p>\n\n\n\n<p>\u7b2c\u4e09\u662f<strong>\u5e7f\u6cdb\u9605\u8bfb\u601d\u8003\u524d\u4eba\u4f18\u79c0\u7684\u5de5\u4f5c<\/strong>\uff0c\u5e76\u4ece\u4e2d\u5bfb\u627e\u7075\u611f\u3002\u6211\u4eec\u7ec4\u505a\u9879\u76ee\u901a\u5e38\u4f1a\u5728\u6700\u521d\u5b9a\u4e00\u4e2a\u5927\u7684\u65b9\u5411\uff0c\u5728\u8fd9\u4e2a\u5927\u65b9\u5411\u4e0b\uff0c\u6211\u4eec\u4f1a\u53bb\u601d\u8003\u5177\u4f53\u8981\u505a\u600e\u6837\u7684\u7814\u7a76\u3002\u8fd9\u5176\u4e2d\u4e00\u4e2a\u91cd\u8981\u4efb\u52a1\u5c31\u662f\u9605\u8bfb\u5df2\u6709\u8bba\u6587\uff0c\u5c24\u5176\u662f\u8bba\u6587\u7684\u5b9e\u9a8c\u90e8\u5206\u2014\u2014\u5b83\u5f80\u5f80\u80fd\u8ba9\u6211\u4eec\u53d1\u73b0\u4e00\u4e9b\u975e\u5e38\u6709\u8da3\u7684\u70b9\u3002\u4f8b\u5982\uff0c\u5b9e\u9a8c\u4e2d\u6709\u6ca1\u6709\u4ec0\u4e48\u53cd\u5e38\u7684\u73b0\u8c61\u3001\u8fd9\u4e9b\u73b0\u8c61\u80cc\u540e\u7684\u672c\u8d28\u662f\u4ec0\u4e48\u3001\u4ed6\u4eec\u7684\u5b9e\u9a8c\u5c06\u4e3a\u6211\u4eec\u63d0\u4f9b\u600e\u6837\u63a8\u8fdb\u7684\u673a\u4f1a\u3002<\/p>\n\n\n\n<p>\u6700\u540e\uff0c\u9700\u8981\u6307\u51fa\u7684\u662f\uff0c\u60f3\u51fa\u597d\u7684\u7075\u611f\u662f\u5f88\u56f0\u96be\u7684\u4e00\u4ef6\u4e8b\uff0c\u6709\u4e9b\u65f6\u5019\u5728\u4e0d\u786e\u5b9a\u81ea\u5df1\u7684\u60f3\u6cd5\u662f\u5426\u662f\u6b63\u786e\u7684\u65f6\u5019\uff0c\u53ef\u4ee5\u5148\u884c\u52a8\u8d77\u6765\uff0c\u901a\u8fc7\u5b9e\u9a8c\u53cd\u9988\u6765\u5bfb\u627e\u7075\u611f\u3002<\/p>\n\n\n\n<p>\u6797\u5b87\u6850\uff1a\u53ef\u80fd\u6211\u4eec\u6bcf\u4e2a\u4eba\u5728\u6700\u5f00\u59cb\u90fd\u4f1a\u6709\u76f8\u5bf9\u62bd\u8c61\u4e00\u70b9\u7684\u60f3\u8981\u89e3\u51b3\u7684\u95ee\u9898\u3002\u6211\u8ba4\u4e3a\u53ef\u4ee5\u5728\u6700\u5f00\u59cb\u628a\u76ee\u6807\u8bbe\u7f6e\u5730\u9ad8\u4e00\u4e9b\uff0c\u9009\u4e00\u4e2a<strong>\u81ea\u5df1\u89c9\u5f97\u771f\u7684\u6709\u4ef7\u503c\u7684\u3001\u503c\u5f97\u7814\u7a76\u7684\u95ee\u9898<\/strong>\u3002\u867d\u7136\u6700\u540e\u662f\u5426\u80fd\u591f\u505a\u6210\u662f\u53e6\u4e00\u4ef6\u4e8b\uff0c\u4f46\u81f3\u5c11\u7814\u7a76\u662f\u4ee4\u4f60\u81ea\u5df1\u6ee1\u610f\u7684\u3002<\/p>\n\n\n\n<p>\u97e6\u6bc5\u8f69\uff1a\u6bcf\u4e2a\u4eba\u5728\u505a\u79d1\u7814\u7684\u8fc7\u7a0b\u4e2d\u90fd\u4f1a\u6709\u5404\u79cd\u60f3\u6cd5\uff0c\u90a3\u4e48\u5e94\u5f53\u5982\u4f55\u5224\u65ad\u4e00\u4e2a\u60f3\u6cd5\u662f\u5426\u6709\u4ef7\u503c\uff1f\u6211\u60f3\u5206\u4eab\u4e00\u4e0b\u6211\u7684\u5bfc\u5e08\u7ed9\u4e88\u6211\u7684\u5efa\u8bae\uff1a\u4f60\u5fc3\u91cc\u9700\u8981\u6e05\u695a\uff0c\u5728\u4e09\u5230\u4e94\u5e74\u7684\u65f6\u95f4\u91cc\uff0c<strong>\u4f60\u5e0c\u671b\u53bb\u5b9e\u73b0\u4e00\u4e2a\u600e\u6837\u7684\u5b8f\u89c2\u76ee\u6807\uff0c\u4f60\u7684\u6bcf\u4e00\u4e2a\u5177\u4f53\u9009\u9898\u5bf9\u4e8e\u8fd9\u4e2a\u5b8f\u89c2\u76ee\u6807\u7684\u5b9e\u73b0\u662f\u5426\u6709\u4ef7\u503c<\/strong>\uff0c\u5982\u679c\u6709\uff0c\u8fd9\u5c31\u662f\u503c\u5f97\u4f60\u53bb\u505a\u7684\u9009\u9898\u3002\u5f53\u7136\uff0c\u6211\u4eec\u5728\u6700\u521d\u60f3\u5230\u4e00\u4e2a\u7075\u611f\u4e4b\u540e\u4f1a\u89c9\u5f97\u5f88\u5174\u594b\uff0c\u4f46\u968f\u7740\u4f60\u5bf9\u5b83\u7684\u4e00\u6b65\u6b65\u9a8c\u8bc1\u3001\u5f00\u59cb\u63a5\u89e6\u5404\u79cd\u6280\u672f\u7ec6\u8282\uff0c\u8fd9\u4e2a\u7075\u611f\u5728\u4f60\u7684\u5fc3\u4e2d\u4f1a\u9010\u6e10\u53d8\u5f97\u5e73\u6de1\uff0c\u8fd9\u4e2a\u65f6\u5019\u8981\u56de\u5230\u6700\u5f00\u59cb\uff0c\u53bb\u60f3\u5b83\u4e4b\u4e8e\u4f60\u5b8f\u89c2\u76ee\u6807\u7684\u610f\u4e49\u4ee5\u53ca\u4f60\u6700\u521d\u7684\u5fc3\u60c5\u3002\u8fd9\u65f6\uff0c\u4f60\u4f1a\u53d1\u73b0\u6b64\u524d\u7684\u6240\u6709\u5de5\u4f5c\u90fd\u662f\u5728\u5370\u8bc1\u4f60\u60f3\u6cd5\u7684\u65b0\u610f\u548c\u6b63\u786e\u6027\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" 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class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"577\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-50-20-1024x577.png\" alt=\"\u201c\u9a6c\u5c14\u5956\u201d\u4e13\u573a\u5206\u4eab\u4f1a\u5408\u5f71\" class=\"wp-image-1075185\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-50-20-1024x577.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-50-20-300x169.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-50-20-768x433.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-50-20-1536x866.png 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-50-20-1066x600.png 1066w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-50-20-655x368.png 655w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-50-20-240x135.png 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-50-20-640x360.png 640w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-50-20-960x540.png 960w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-50-20-1280x720.png 1280w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2021\/11\/\u622a\u5c4f2021-11-23-\u4e0b\u53481-50-20.png 1582w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption 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