{"id":1077078,"date":"2024-02-06T10:35:00","date_gmt":"2024-02-06T18:35:00","guid":{"rendered":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/?post_type=msr-blog-post&#038;p=1077078"},"modified":"2024-09-25T04:02:59","modified_gmt":"2024-09-25T11:02:59","slug":"msra-in-2023","status":"publish","type":"msr-blog-post","link":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/articles\/msra-in-2023\/","title":{"rendered":"\u5237\u65b0\u4e0d\u6b62\uff1a\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u96622023\u5e74\u5ea6\u56de\u987e"},"content":{"rendered":"\n<p>\u7f16\u8005\u6309\uff1a2023\u5e74\uff0c\u4eba\u5de5\u667a\u80fd\u65e0\u7591\u662f\u79d1\u6280\u9886\u57df\u7684\u201c\u5de8\u661f\u201d\uff0c\u5927\u6a21\u578b\u7684\u6301\u7eed\u8fed\u4ee3\u4e0d\u4ec5\u6fc0\u53d1\u4e86\u5b66\u672f\u754c\u548c\u4ea7\u4e1a\u754c\u7684\u6df1\u523b\u53d8\u9769\uff0c\u4e5f\u52a0\u901f\u4e86\u6280\u672f\u5728\u5404\u9886\u57df\u7684\u5e7f\u6cdb\u5e94\u7528\u3002\u8fd9\u4e00\u8fdb\u7a0b\u518d\u6b21\u8bc1\u660e\uff0c\u6211\u4eec\u6b63\u5904\u5728\u5b55\u80b2\u65b0\u4e00\u4ee3\u8ba1\u7b97\u8303\u5f0f\u7684\u5173\u952e\u8282\u70b9\u3002\u5728\u8fd9\u6837\u7684\u80cc\u666f\u4e0b\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u6301\u7eed\u5237\u65b0\u81ea\u6211\uff0c\u5728\u65b0\u7684\u4f7f\u547d\u7684\u9a71\u52a8\u4e0b\uff0c\u4ee5\u524d\u77bb\u7684\u601d\u60f3\u5f15\u9886\u79d1\u7814\u521b\u65b0\uff0c\u4ee5\u524d\u6cbf\u7684\u6280\u672f\u6210\u679c\u8d4b\u80fd\u4eba\u7c7b\u793e\u4f1a\u3002\u8f9e\u65e7\u8fce\u65b0\u4e4b\u9645\uff0c\u8ba9\u6211\u4eec\u901a\u8fc78\u4e2a\u5173\u952e\u8bcd\uff0c\u56de\u987e\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8fc7\u53bb\u4e00\u5e74\u7684\u91cd\u8981\u6210\u5c31\uff0c\u5171\u540c\u8e0f\u4e0a\u79d1\u5b66\u63a2\u7d22\u7684\u65b0\u5f81\u7a0b\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u5237\u65b0\u81ea\u6211\">\u5237\u65b0\u81ea\u6211<\/h2>\n\n\n\n<p>\u5982\u4eca\uff0c\u4e16\u754c\u53c8\u4e00\u6b21\u6765\u5230\u5b55\u80b2\u65b0\u4e00\u4ee3\u8ba1\u7b97\u8303\u5f0f\u7684\u5173\u952e\u8282\u70b9\u3002\u65b0\u7684\u8ba1\u7b97\u8303\u5f0f\u5c06\u8d4b\u80fd\u4eba\u7c7b\u751f\u6d3b\u548c\u5de5\u4f5c\u7684\u65b9\u65b9\u9762\u9762\uff0c\u7ed9\u5404\u884c\u5404\u4e1a\u5e26\u6765\u98a0\u8986\u6027\u7684\u53d8\u9769\uff0c\u4e5f\u5c06\u50ac\u751f\u4f17\u591a\u65b0\u7684\u673a\u9047\u3002<\/p>\n\n\n\n<p>\u9762\u5bf9\u8fd9\u4e00\u53d8\u9769\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u59cb\u7ec8\u4e0e\u65f6\u4ff1\u8fdb\uff0c\u4e0d\u65ad\u5237\u65b0\u81ea\u5df1\u7684\u4f7f\u547d\u3002\u5468\u793c\u680b\u9662\u957f\u5728\u5176\u7f72\u540d\u6587\u7ae0\u4e2d\uff0c\u8be6\u7ec6\u5730\u4ecb\u7ecd\u4e86\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u65b0\u4f7f\u547d\u2014\u2014\u81f4\u529b\u4e8e\u901a\u8fc7\u8de8\u5b66\u79d1\u548c\u8de8\u754c\u7814\u7a76\uff0c\u521b\u9020\u5177\u6709\u91cd\u5927\u5f71\u54cd\u7684\u7a81\u7834\u6027\u6280\u672f\uff0c\u4e3a\u672a\u6765\u51e0\u5341\u5e74\u7684\u8ba1\u7b97\u65b0\u8303\u5f0f\u5960\u5b9a\u57fa\u7840\uff0c\u5e76\u4e3a\u4eba\u5de5\u667a\u80fd\u548c\u4eba\u7c7b\u53d1\u5c55\u521b\u9020\u66f4\u7f8e\u597d\u7684\u672a\u6765\u2014\u2014\u4ee5\u53ca\u7814\u7a76\u9662\u5c06\u5982\u4f55\u901a\u8fc7\u5237\u65b0\u7814\u7a76\u65b9\u5f0f\u3001\u7814\u7a76\u91cd\u70b9\u548c\u6587\u5316\u7406\u5ff5\uff0c\u66f4\u597d\u5730\u5b9e\u73b0\u8fd9\u4e00\u613f\u666f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1350\" height=\"575\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/lidong-zhou-new-computing-paradigm-4.jpg\" alt=\"group photo at MSR Asia\" class=\"wp-image-1060794\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/lidong-zhou-new-computing-paradigm-4.jpg 1350w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/lidong-zhou-new-computing-paradigm-4-300x128.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/lidong-zhou-new-computing-paradigm-4-1024x436.jpg 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/lidong-zhou-new-computing-paradigm-4-768x327.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/lidong-zhou-new-computing-paradigm-4-240x102.jpg 240w\" sizes=\"auto, (max-width: 1350px) 100vw, 1350px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"25\u5c81\u98ce\u534e\u6b63\u8302\">25\u5c81\u98ce\u534e\u6b63\u8302<\/h2>\n\n\n\n<p>\u5bf9\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u800c\u8a00\uff0c2023\u5e74\u662f\u610f\u4e49\u975e\u51e1\u7684\u4e00\u5e74\u2014\u2014\u6211\u4eec\u8fce\u6765\u4e86\u5efa\u966225\u5468\u5e74\u300225\u5e74\u6765\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u63a2\u7d22\u5e76\u5b9e\u8df5\u4e86\u4e00\u79cd\u72ec\u7279\u4e14\u6709\u6548\u7684\u4f01\u4e1a\u7814\u7a76\u9662\u7684\u521b\u65b0\u6a21\u5f0f\uff0c\u5e76\u4ee5\u6b64\u4e3a\u57fa\u7840\u4ea7\u51fa\u4e86\u8bf8\u591a\u5bf9\u5fae\u8f6f\u516c\u53f8\u548c\u5168\u7403\u793e\u4f1a\u90fd\u5177\u6709\u79ef\u6781\u5f71\u54cd\u7684\u521b\u65b0\u6210\u679c\u3002<\/p>\n\n\n\n<p>\u4e00\u7cfb\u5217\u5185\u5916\u90e8\u5e86\u795d\u6d3b\u52a8\uff0c\u8ba9\u6211\u4eec\u4e0e\u5408\u4f5c\u4f19\u4f34\u4eec\u4e00\u9053\u56de\u987e\u4e86\u643a\u624b\u8d70\u6765\u7684\u7cbe\u5f69\u5386\u7a0b\u4e0e\u7d2f\u7d2f\u7855\u679c\uff0c\u4e5f\u5145\u5206\u4f53\u73b0\u4e86\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5bf9\u521b\u65b0\u7684\u575a\u5b9a\u627f\u8bfa\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"493\" height=\"400\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-2.png\" alt=\"MSR Asia | Peter Lee et al. standing in front of a birthday cake (MSRA 25 years)\" class=\"wp-image-1077108\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-2.png 493w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-2-300x243.png 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-2-222x180.png 222w\" sizes=\"auto, (max-width: 493px) 100vw, 493px\" \/><\/figure>\n\n\n\n<p>25\u5c81\u662f\u4e00\u4e2a\u5145\u6ee1\u6d3b\u529b\u3001\u524d\u666f\u65e0\u9650\u7684\u4eba\u751f\u9636\u6bb5\u3002\u6b63\u503c25\u5c81\u7684\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5c06\u5728\u672a\u6765\u4e0e\u5404\u754c\u4f19\u4f34\u7ee7\u7eed\u4e30\u5bcc\u79d1\u7814\u751f\u6001\u7cfb\u7edf\uff0c\u5f15\u9886\u3001\u62e5\u62b1\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u8303\u5f0f\u8f6c\u53d8\uff0c\u8ba9\u6280\u672f\u4e4b\u7f8e\u771f\u6b63\u9020\u798f\u4e8e\u4eba\u7c7b\u793e\u4f1a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-embed-handler wp-block-embed-embed-handler\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" src=\"https:\/\/player.bilibili.com\/player.html?bvid=BV1Q84y1Q7jq\" class=\"bilibili-player\" title=\"Video Player\" width=\"640\" height=\"360\" scrolling=\"no\" border=\"0\" frameborder=\"no\" framespacing=\"0\" allowfullscreen=\"false\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u524d\u6cbf\u7a81\u7834\">\u524d\u6cbf\u7a81\u7834<\/h2>\n\n\n\n<p>\u5bf9\u4e8e\u79d1\u7814\u673a\u6784\u800c\u8a00\uff0c\u521b\u65b0\u7a81\u7834\u662f\u4e00\u4e2a\u6c38\u6052\u7684\u4e3b\u9898\u3002\u968f\u7740\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u8fc5\u731b\u53d1\u5c55\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u7814\u7a76\u5458\u4eec\u4e0d\u65ad\u7a81\u7834\u754c\u9650\uff0c\u521b\u9020\u5177\u6709\u53d8\u9769\u6027\u7684\u6280\u672f\u548c\u6a21\u578b\uff0c\u5e76\u57282023\u5e74\u53d6\u5f97\u4e86\u4e30\u7855\u7684\u6210\u679c\u3002<\/p>\n\n\n\n<p>\u5728\u5927\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u9886\u57df\uff0c\u57fa\u7840\u7f51\u7edc\u67b6\u6784RetNet\u6210\u4e3a\u4e86\u7ee7&nbsp;Transformer&nbsp;\u4e4b\u540e\u5927\u8bed\u8a00\u6a21\u578b\u7f51\u7edc\u67b6\u6784\u7684\u6709\u529b\u7ee7\u627f\u8005\u3002Kosmos-2.5\u5219\u662f\u4e00\u4e2a\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u63d0\u5347\u4e86\u673a\u5668\u89e3\u8bfb\u6587\u672c\u5bc6\u96c6\u56fe\u50cf\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-3.jpg\" alt=\"MSR Asia | Low-cost Inference relationships\" class=\"wp-image-1077144\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-3.jpg 800w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-3-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-3-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-3-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-3-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-3-640x360.jpg 640w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<p>\u5728\u4eba\u5de5\u667a\u80fd\u7f16\u8bd1\u5668\u9886\u57df\uff0c\u201c\u5de5\u4e1a\u91cd\u91d1\u5c5e\u56db\u90e8\u66f2\u201d\uff1a<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/publication\/rammer-enabling-holistic-deep-learning-compiler-optimizations-with-rtasks\/\">Rammer<\/a>\u3001<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/publication\/roller-fast-and-efficient-tensor-compilation-for-deep-learning\/\">Roller<\/a>\u3001<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/publication\/welder-scheduling-deep-learning-memory-access-via-tile-graph\/\">Welder<\/a>\u3001<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/publication\/cocktailer-analyzing-and-optimizing-dynamic-control-flow-in-deep-learning\/\">Grinder<\/a>\uff0c\u4e3a\u5f53\u524d\u4e3b\u6d41\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u548c\u786c\u4ef6\u7f16\u8bd1\u63d0\u4f9b\u4e86\u7cfb\u7edf\u6027\u7684\u521b\u65b0\u89e3\u51b3\u65b9\u6cd5\u3002\u5728\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u9886\u57df\uff0c<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2301.02111\">VALL-E<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u3001RODIN\u548cDragNUWA\u7b49\u4ee3\u8868\u7740\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5728\u6587\u672c-\u8bed\u97f3\u5408\u6210\u30013D\u6570\u5b57\u5316\u8eab\u5851\u9020\u548c\u5f3a\u53ef\u63a7\u89c6\u9891\u751f\u6210\u65b9\u9762\u7684\u521b\u65b0\u8fdb\u5c55\u3002\u5728\u65e0\u7ebf\u901a\u4fe1\u548c\u65e0\u7ebf\u611f\u77e5\u9886\u57df\uff0c\u65b0\u578b\u7684\u88ab\u52a8\u8d85\u8868\u9762\uff08Passive Metasurface\uff09\u53ef\u4ee5\u4e3a\u65e0\u7ebf\u4fe1\u53f7\u521b\u9020\u53ef\u8c03\u6574\u7684\u667a\u80fd\u73af\u5883\u3002\u800c\u5347\u7ea7\u7248\u7684<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/project\/virtualcube\/\">VirtualCube<\/a>\u53ef\u4ee5\u4e00\u7aa5\u6c89\u6d78\u5f0f\u4ea4\u4e92\u7684\u672a\u6765\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"322\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-4.gif\" alt=\"MSR Asia | animation of a woman's head shown in various states of 3D rendering\" class=\"wp-image-1077141\"\/><\/figure>\n\n\n\n<p>\u5728\u8de8\u5b66\u79d1\u63a2\u7d22\u65b9\u9762\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e0e\u9996\u90fd\u5e08\u8303\u5927\u5b66\u5408\u4f5c\u5f00\u53d1\u4e86\u7532\u9aa8\u6587\u6821\u91cd\u52a9\u624bDiviner\uff0c\u7b2c\u4e00\u6b21\u5c06\u81ea\u76d1\u7763AI\u6a21\u578b\u5f15\u5165\u5230\u4e86\u7532\u9aa8\u6587\u7684\u201c\u6821\u91cd\u201d\u5de5\u4f5c\u4e2d\uff0c\u5e76\u53d6\u5f97\u4e86\u6570\u767e\u9879\u65b0\u6210\u679c\uff1bNeuroImagen\u7cfb\u7edf\u5c06\u4eba\u5de5\u667a\u80fd\u4e0e\u795e\u7ecf\u79d1\u5b66\u76f8\u7ed3\u5408\uff0c\u53ef\u4ee5\u4ece\u8111\u7535\u4fe1\u53f7\u4e2d\u91cd\u5efa\u89c6\u89c9\u611f\u77e5\u7684\u56fe\u50cf\uff1b\u56de\u8def\u795e\u7ecf\u7f51\u7edcCircuitNet\uff0c\u6e90\u81ea\u4ece\u5927\u8111\u795e\u7ecf\u56de\u8def\u7ed3\u6784\u7684\u6a21\u62df\u4e2d\u83b7\u5f97\u7684\u7075\u611f\uff1b\u5168\u65b0\u5f00\u521b\u7684\u201c\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\u201d\u7814\u7a76\u53d6\u5f97\u4e86\u521d\u6b65\u7684\u6210\u679c\uff0c\u5982<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/crad.ict.ac.cn\/cn\/article\/doi\/10.7544\/issn1000-1239.202330553\">\u4ef7\u503c\u89c2\u7f57\u76d8<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u548c<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/publication\/evaluating-general-purpose-ai-with-psychometrics\/\">\u5229\u7528\u5fc3\u7406\u6d4b\u91cf\u5b66\u8bc4\u6d4b\u901a\u7528\u4eba\u5de5\u667a\u80fd<\/a>\u3002\u5728\u63a2\u7d22\u52a0\u901f\u4eba\u5de5\u667a\u80fd\u548c\u4ea7\u4e1a\u878d\u5408\u7684\u9053\u8def\u4e0a\uff0c\u5f00\u6e90\u9879\u76eeQlib\u3001MABIM\u548cBatteryML\uff0c\u65e8\u5728\u5e2e\u52a9\u5404\u884c\u4e1a\u4f01\u4e1a\u5b9e\u73b0\u6570\u5b57\u5316\u8f6c\u578b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"640\" height=\"360\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/business-management-review-lidong-zhou-6.gif\" alt=\"animated graphic - Deviner\" class=\"wp-image-1075800\"\/><figcaption class=\"wp-element-caption\">Diviner \u5bf9\u7532\u9aa8\u6587\u62d3\u7247\u8fdb\u884c\u6821\u91cd<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u5b66\u672f\u5408\u4f5c\">\u5b66\u672f\u5408\u4f5c<\/h2>\n\n\n\n<p>2023\u5e74\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7ee7\u7eed\u79c9\u6301\u5f00\u653e\u7684\u5fc3\u6001\uff0c\u901a\u8fc7\u591a\u79cd\u5f62\u5f0f\u548c\u6e20\u9053\u4e0e\u9ad8\u6821\u3001\u79d1\u7814\u673a\u6784\u7b49\u5f00\u5c55\u5168\u65b9\u4f4d\u7684\u5b66\u672f\u4ea4\u6d41\u4e0e\u5408\u4f5c\uff0c\u5171\u4eab\u7814\u7a76\u6210\u679c\uff0c\u4ea4\u6d41\u79d1\u7814\u7ecf\u9a8c\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u94f8\u661f\u8ba1\u5212\u5168\u65b0\u5347\u7ea7\uff0c\u4e3a\u5168\u7403\u6770\u51fa\u9752\u5e74\u5b66\u8005\u63d0\u4f9b\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8fdb\u884c\u4e3a\u671f\u4e09\u4e2a\u6708\u7814\u7a76\u8bbf\u95ee\u7684\u673a\u4f1a\u3002<\/li>\n\n\n\n<li>2023\u5e74\uff0c\u6211\u4eec\u5171\u8ba1\u8bbf\u95ee\u4e86\u4e2d\u56fd\u5927\u9646\u3001\u4e2d\u56fd\u9999\u6e2f\u3001\u97e9\u56fd\u548c\u65e5\u672c\u768430\u591a\u6240\u77e5\u540d\u5927\u5b66\u548c\u7814\u7a76\u673a\u6784\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"343\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-6-1024x343-1.jpg\" alt=\"MSR Asia | left image: two people posing with awards; right image: group of people in front of a building\" class=\"wp-image-1077111\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-6-1024x343-1.jpg 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-6-1024x343-1-300x100.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-6-1024x343-1-768x257.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-6-1024x343-1-240x80.jpg 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728\u4e9a\u6d32\u591a\u5730\u4e3e\u529e\u4e86\u56db\u6b21Ada Workshop\uff0c\u5305\u62ec\u5728\u5317\u4eac\u4e3e\u529e\u7684<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s\/Ir7icTfuOOoQKPmdIR_5Jg\">\u5e74\u5ea6\u6d3b\u52a8<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\uff0c\u4ee5\u53ca\u5728\u65e5\u672c\u4e1c\u4eac\u5927\u5b66\u3001\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u5927\u5b66\u548c<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s\/t6HD-G6qumb7a-lypiRTug\">\u9752\u6d77\u5927\u5b66<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u4e3e\u529e\u7684\u4e09\u573a\u6821\u56ed\u884c\u6d3b\u52a8\uff0c\u5c55\u73b0\u4e86\u5973\u6027\u5728\u9a71\u52a8\u79d1\u6280\u521b\u65b0\u4e0e\u79d1\u6280\u5411\u5584\u4e2d\u7684\u72ec\u7279\u4ef7\u503c\u548c\u522b\u6837\u89c6\u89d2\uff0c\u4fc3\u8fdb\u8ba1\u7b97\u673a\u9886\u57df\u7684\u591a\u5143\u53d1\u5c55\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"932\" height=\"382\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-7.jpg\" alt=\"MSR Asia | a group of people posing for a photo\" class=\"wp-image-1077114\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-7.jpg 932w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-7-300x123.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-7-768x315.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-7-240x98.jpg 240w\" sizes=\"auto, (max-width: 932px) 100vw, 932px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e0e\u4e1c\u4eac\u5927\u5b66\u8054\u5408\u4e3e\u529e\u4e86<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/event\/ai-forum-2023\/overview\/\">2023\u5e74\u4eba\u5de5\u667a\u80fd\u8bba\u575b<\/a>\uff0c\u5171\u540c\u63a2\u8ba8\u4e86\u4eba\u5de5\u667a\u80fd\u5bf9\u793e\u4f1a\u548c\u79d1\u5b66\u7684\u91cd\u5927\u5f71\u54cd\uff0c\u4ee5\u53ca\u4eba\u5de5\u667a\u80fd\u5728\u89e3\u51b3\u590d\u6742\u793e\u4f1a\u6311\u6218\u548c\u4fc3\u8fdb\u79d1\u5b66\u53d1\u73b0\u65b9\u9762\u7684\u6f5c\u529b\u548c\u4f5c\u7528\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"389\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-8-1024x389-1.jpg\" alt=\"MSR Asia | AI Forum 2023 | AI Synergy: Society and Science | speaker image collage\" class=\"wp-image-1077117\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-8-1024x389-1.jpg 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-8-1024x389-1-300x114.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-8-1024x389-1-768x292.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-8-1024x389-1-240x91.jpg 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ACE Talk \u7cfb\u5217\u8bb2\u5ea7\u9080\u8bf7\u4e86\u6765\u81ea\u65af\u5766\u798f\u5927\u5b66\u3001\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u3001\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\u7b49\u77e5\u540d\u5927\u5b66\u768413\u4f4d\u6770\u51fa\u9752\u5e74\u6559\u6388\u548c3\u4f4d\u4f18\u79c0\u535a\u58eb\u751f\u524d\u6765\u5206\u4eab\u4ed6\u4eec\u7684\u6700\u65b0\u5de5\u4f5c\u548c\u6d1e\u89c1\u3002<\/li>\n\n\n\n<li>\u6211\u4eec\u8fd8\u643a\u624b\u6e05\u534e\u5927\u5b66\u5171\u540c\u4e3b\u529e\u4e86<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/event\/workshop-on-machine-learning-theory-and-foundations\/\">\u673a\u5668\u5b66\u4e60\u7406\u8bba\u4e0e\u57fa\u7840\u6a21\u578b\u7814\u8ba8\u4f1a<\/a>\uff0c\u4e0e\u97e9\u56fd\u79d1\u5b66\u6280\u672f\u9662\uff08KAIST\uff09\u8111\u4e0e\u8ba4\u77e5\u79d1\u5b66\u90e8\u8054\u5408\u4e3e\u529e\u4e86<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/event\/brain-neuroscience-workshop-2023\/\">\u5927\u8111\u4e0e\u795e\u7ecf\u79d1\u5b66\u7814\u8ba8\u4f1a<\/a>\uff0c\u8fd8\u7ec4\u7ec7\u4e86\u4e00\u7cfb\u5217<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/project\/societal-ai\/events\/\">\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\u7814\u8ba8\u4f1a<\/a>\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u4ea7\u54c1\u8d4b\u80fd\">\u4ea7\u54c1\u8d4b\u80fd<\/h2>\n\n\n\n<p>\u529f\u6b32\u5584\u5176\u4e8b\uff0c\u5fc5\u5148\u5229\u5176\u5668\uff0c\u4e00\u4ef6\u8d81\u624b\u7684\u5de5\u5177\uff0c\u80fd\u8ba9\u4eba\u4e8b\u534a\u529f\u500d\u30022023\u5e74\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e0e\u5fae\u8f6f\u4ea7\u54c1\u56e2\u961f\u7ee7\u7eed\u7d27\u5bc6\u5408\u4f5c\uff0c\u5c06\u6700\u524d\u6cbf\u7684\u79d1\u7814\u6210\u679c\u5e94\u7528\u4e8e\u5fae\u8f6f\u4ea7\u54c1\uff0c\u6210\u4e3a\u8d4b\u80fd\u5168\u7403\u7528\u6237\u7684\u751f\u4ea7\u529b\u5de5\u5177\u3002<\/p>\n\n\n\n<p>\u7531\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u8bbe\u8ba1\u5de5\u5177Microsoft Designer\u901a\u8fc7\u6574\u5408\u6765\u81ea\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684Provence\u3001<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2103.14030\">Swin Transformer<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u6a21\u578b\u3001<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2111.08566\">SPANN\u7b97\u6cd5<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\uff0c\u4ee5\u53ca\u7814\u7a76\u9662\u4e0e\u5fae\u8f6f\u56fe\u7075\u56e2\u961f\u5408\u4f5c\u7684\u56fe\u7075\u901a\u7528\u8bed\u8a00\u8868\u793a\u6a21\u578b\u7b49\u4f17\u591a\u524d\u6cbf\u6280\u672f\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u8fc5\u901f\u751f\u6210\u4ee4\u4eba\u60ca\u8273\u7684\u8bbe\u8ba1\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"338\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-9.gif\" alt=\"MSR Asia | animation of Microsoft Designer UI\" class=\"wp-image-1077120\"\/><\/figure>\n\n\n\n<p>\u7531\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5f00\u53d1\u7684\u667a\u80fd\u5316\u89c6\u9891\u589e\u5f3a\u5de5\u5177\u96c6<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/github.com\/microsoft\/DaVinci\">DaVinci 2.0<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u4e3a\u5fae\u8f6fEdge\u6d4f\u89c8\u5668\u7684\u89c6\u9891\u8d85\u5206\u8fa8\u7387\u529f\u80fd\u63d0\u4f9b\u4e86\u652f\u6301\uff0c\u53ef\u5b9e\u65f6\u63d0\u5347\u7528\u6237\u6d4f\u89c8\u89c6\u9891\u7684\u89c6\u89c9\u4f53\u9a8c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"626\" height=\"330\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-10.jpg\" alt=\"MSR Asia | screenshot of YouTube Enhance videos option\" class=\"wp-image-1077123\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-10.jpg 626w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-10-300x158.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-10-240x127.jpg 240w\" sizes=\"auto, (max-width: 626px) 100vw, 626px\" \/><\/figure>\n\n\n\n<p>Microsoft Editor\u4e2d\u7684\u795e\u7ecf\u8bed\u6cd5\u68c0\u67e5\u5668\u901a\u8fc7\u91c7\u7528\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u521b\u65b0\u7684Aggressive Decoding\u7b97\u6cd5\u3001ONNX Runtime\uff08ORT\uff09\u548c\u5ba2\u6237\u7aef seq2seq \u5efa\u6a21\u6280\u672f EdgeFormer\uff0c\u5c06\u5176\u63a8\u7406\u901f\u5ea6\u63d0\u9ad8\u4e86\u4e00\u500d\uff0c\u964d\u4f4e\u4e86\u6210\u672c\uff0c\u5e76\u5b9e\u73b0\u4e86\u96f6\u9500\u8d27\u6210\u672c\u7684\u76ee\u6807\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-11.png\" alt=\"MSR Asia | Bring out your best writer everywhere you write\" class=\"wp-image-1077126\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-11.png 800w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-11-300x169.png 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-11-768x432.png 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-11-655x368.png 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-11-240x135.png 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-11-640x360.png 640w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u884c\u4e1a\u8363\u8a89\">\u884c\u4e1a\u8363\u8a89<\/h2>\n\n\n\n<p>\u8fc7\u53bb\u7684\u4e00\u5e74\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u6301\u7eed\u83b7\u5f97\u5b66\u672f\u754c\u548c\u4ea7\u4e1a\u754c\u7684\u8ba4\u53ef\u3002\u6211\u4eec\u5f88\u8363\u5e78\u5730\u83b7\u5f97\u4e86\u201c<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/zhiyuan.sjtu.edu.cn\/html\/zhiyuan\/news_view.php?id=3952\">\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66ACM\u73ed\u6210\u7acb20\u5468\u5e74\u6770\u51fa\u8d21\u732e\u5956<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u201d\u3001\u4e2d\u56fd\u6559\u80b2\u90e8\u4e2d\u5916\u8bed\u8a00\u4ea4\u6d41\u5408\u4f5c\u4e2d\u5fc3\u9881\u53d1\u7684\u201c2023\u5e74\u5ea6\u6700\u4f73\u5408\u4f5c\u4f19\u4f34\u5956\u201d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-12-1024x683-1.jpg\" alt=\"MSR Asia | a group of people posing for a picture\" class=\"wp-image-1077129\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-12-1024x683-1.jpg 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-12-1024x683-1-300x200.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-12-1024x683-1-768x512.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-12-1024x683-1-240x160.jpg 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5728\u7814\u7a76\u65b9\u9762\uff0c\u6765\u81ea\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u591a\u7bc7\u7814\u7a76\u8bba\u6587\u83b7\u5f97\u6743\u5a01\u8d5e\u8a89\u3002\u5176\u4e2d\uff0c<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2304.11029\">CLaMP<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u8bba\u6587\u8363\u83b7ISMIR 2023\u5927\u4f1a\u201c<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/x.com\/ISMIRConf\/status\/1726540055475528142\">\u6700\u4f73\u5b66\u751f\u8bba\u6587\u5956<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u201d\uff1b<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2305.10036\">EmbMarker<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u8bba\u6587\u65a9\u83b7ACL 2023\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5e94\u7528\u7c7b\u522b<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/2023.aclweb.org\/program\/best_papers\/\">\u201c\u6700\u4f73\u8bba\u6587\u5956\u201d<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\uff1b<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2016\/02\/An20Interactive20Voting-based20Map20Matching20Algorithm.pdf\">An interactive-voting based map matching algorithm<\/a>\u8bba\u6587\u83b7\u5f97 IEEE MDM 2023<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/www.computer.org\/csdl\/proceedings-article\/mdm\/2023\/410100z019\/1POW1uZev6M\">\u201c\u65f6\u95f4\u68c0\u9a8c\u5956\u201d<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\uff1b<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2303.14969\">Visual Token Matching<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u8bba\u6587\u83b7\u8bc4ICLR 2023<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/blog.iclr.cc\/2023\/03\/21\/announcing-the-iclr-2023-outstanding-paper-award-recipients\/\">\u201c\u6770\u51fa\u8bba\u6587\u5956\u201d<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"572\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-13-768x572-1.png\" alt=\"MSR Asia | four conference paper awards: ICLR 2023, MDM 2023, ISMIR 2023, ACL 2023\" class=\"wp-image-1077132\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-13-768x572-1.png 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-13-768x572-1-300x223.png 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-13-768x572-1-80x60.png 80w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-13-768x572-1-240x180.png 240w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/figure>\n\n\n\n<p>\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u7814\u7a76\u5458\u4eec\u57282023\u5e74\u4e5f\u83b7\u5f97\u4e86\u8bf8\u591a\u8363\u8a89\u3002\u8c22\u5e78\u535a\u58eb\u56e0\u5176\u5728\u7a7a\u95f4\u6570\u636e\u6316\u6398\u548c\u63a8\u8350\u7cfb\u7edf\u65b9\u9762\u7684\u5353\u8d8a\u8d21\u732e\u83b7\u90092023 ACM Fellow\uff1b\u8c22\u5e78\u535a\u58eb\u548c\u6bb5\u6960\u535a\u58eb\u51ed\u501f\u5728\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\u548c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u91cd\u8981\u8d21\u732e\uff0c\u83b7\u9009\u4e86\u7531\u6df1\u79d1\u6280\u53d1\u8d77\u7684\u201c<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3NTIyODUzNA==&mid=2649701758&idx=1&sn=6956d8db1f333b541cce1e6d0275e0c4&scene=142\">2022\u5e74\u4e2d\u56fd\u667a\u80fd\u8ba1\u7b97\u79d1\u6280\u521b\u65b0\u4eba\u7269<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u201d\uff1b\u80e1\u701a\u535a\u58eb\u56e0\u5176\u5728<a href=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/publication\/swin-transformer-hierarchical-vision-transformer-using-shifted-windows\/\">Swin Transformer<\/a>\u7684\u6770\u51fa\u5de5\u4f5c\u5165\u9009\u4e862022\u5e74\u5ea6\u300a\u9ebb\u7701\u7406\u5de5\u79d1\u6280\u8bc4\u8bba\u300b\u201c<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/tr35.mittrchina.com\/annual-winner?title=2022\">35\u5c81\u4ee5\u4e0b\u79d1\u6280\u521b\u65b035\u4eba<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u201d\u4e2d\u56fd\u699c\u5355\u3002\u6b64\u5916\uff0c\u56db\u4f4d\u9662\u53cb\u56e0\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u671f\u95f4\u5b8c\u6210\u7684ResNet\u65b9\u9762\u7684\u5f00\u521b\u6027\u5de5\u4f5c\u800c\u8363\u83b7<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"http:\/\/www.futureprize.org\/cn\/nav\/detail\/1435.html\">2023\u5e74\u5ea6\u672a\u6765\u79d1\u5b66\u5927\u5956\u201c\u6570\u5b66\u4e0e\u8ba1\u7b97\u673a\u79d1\u5b66\u5956\u201d<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"367\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-14-1024x367-1.jpg\" alt=\"MSR Asia | 2023 Future Science Prize\" class=\"wp-image-1077135\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-14-1024x367-1.jpg 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-14-1024x367-1-300x108.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-14-1024x367-1-768x275.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-14-1024x367-1-240x86.jpg 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u667a\u542f\u672a\u6765\">\u667a\u542f\u672a\u6765<\/h2>\n\n\n\n<p>\u79d1\u5b66\u7814\u7a76\u4e0d\u4ec5\u4ec5\u662f\u5bf9\u672a\u77e5\u9886\u57df\u7684\u63a2\u7d22\uff0c\u66f4\u662f\u4e00\u4e2a\u5728\u63a2\u7d22\u4e2d\u4e0d\u65ad\u521b\u9020\u548c\u56de\u7b54\u95ee\u9898\u7684\u8fc7\u7a0b\u3002\u5177\u6709\u524d\u77bb\u6027\u548c\u5f15\u9886\u6027\u7684\u7814\u7a76\u80fd\u591f\u5f00\u62d3\u65b0\u7684\u601d\u8def\u548c\u9886\u57df\uff0c\u8fd9\u6b63\u662f\u79d1\u7814\u521b\u65b0\u7684\u6838\u5fc3\u6240\u5728\u3002\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u6c47\u805a\u4e86\u4e00\u6279\u5bcc\u6709\u8fdc\u89c1\u5353\u8bc6\u7684\u7814\u7a76\u5458\uff0c2023\u5e74\u4ed6\u4eec\u901a\u8fc7\u7f72\u540d\u6587\u7ae0\u7684\u65b9\u5f0f\uff0c\u5206\u4eab\u4e86\u4ed6\u4eec\u5bf9\u4eba\u5de5\u667a\u80fd\u3001\u8ba1\u7b97\u673a\u53ca\u5176\u4ea4\u53c9\u5b66\u79d1\u9886\u57df\u7684\u524d\u77bb\u6d1e\u5bdf\uff0c\u4e3a\u5173\u6ce8\u76f8\u5173\u7814\u7a76\u7684\u540c\u4ec1\u63d0\u4f9b\u4e86\u6709\u4ef7\u503c\u7684\u7075\u611f\u4e0e\u542f\u53d1\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u6b63\u5728\u6784\u5efa\u5a92\u4f53\u57fa\u7840\uff08Media Foundation\uff09\u6846\u67b6\uff0c\u901a\u8fc7\u63d0\u53d6\u771f\u5b9e\u4e16\u754c\u4e2d\u4e0d\u540c\u5a92\u4f53\u5185\u5bb9\u7684\u8868\u5f81\uff0c\u5f25\u5408\u771f\u5b9e\u4e16\u754c\u4e0e\u62bd\u8c61\u8bed\u4e49\u4e4b\u95f4\u7684\u9e3f\u6c9f\uff0c\u4e3a\u591a\u6a21\u6001\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u5f00\u8f9f\u65b0\u7684\u9053\u8def\uff1b\u5728\u65e0\u7ebf\u901a\u4fe1\u4e0e\u65e0\u7ebf\u611f\u77e5\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u5e0c\u671b\u4e3a\u65e0\u7ebf\u4fe1\u9053\u521b\u9020\u53ef\u8c03\u6574\u7684\u667a\u80fd\u73af\u5883\uff0c\u63d0\u5347\u65e0\u7ebf\u901a\u4fe1\u548c\u611f\u77e5\u7684\u6027\u80fd\u4e0e\u8303\u56f4\uff0c\u62d3\u5c55\u667a\u80fd\u5e94\u7528\u573a\u666f\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u4e5f\u5728\u805a\u7126\u7b2c\u4e00\u6027\u539f\u7406\uff0c\u63a2\u7d22\u4eba\u5de5\u667a\u80fd\u7684\u7b2c\u4e8c\u589e\u957f\u66f2\u7ebf\u2014\u2014\u6784\u5efa\u5b9e\u73b0\u767e\u500d\u6027\u80fd\u548c\u6548\u7387\u63d0\u5347\uff0c\u4e14\u5177\u5907\u66f4\u5f3a\u6d8c\u73b0\u80fd\u529b\u7684\u57fa\u7840\u6a21\u578b\uff1b\u4eba\u5de5\u667a\u80fd\u7531\u4eba\u7c7b\u667a\u6167\u6240\u5b55\u80b2\uff0c\u56e0\u6b64\uff0c\u6211\u4eec\u52a0\u5f3a\u4eba\u5de5\u667a\u80fd\u4e0e\u8111\u79d1\u5b66\u7684\u7814\u7a76\u6709\u52a9\u4e8e\u66f4\u597d\u5730\u7406\u89e3\u5927\u8111\uff0c\u5e76\u8bbe\u8ba1\u51fa\u66f4\u597d\u7684\u4eba\u5de5\u667a\u80fd\uff1b\u57fa\u7840\u6a21\u578b\u5f3a\u5927\u7684\u63a8\u7406\u3001\u751f\u6210\u548c\u6cdb\u5316\u80fd\u529b\uff0c\u4f7f\u5176\u5728\u4ea7\u4e1a\u754c\u62e5\u6709\u5de8\u5927\u7684\u5e94\u7528\u6f5c\u529b\u548c\u5546\u4e1a\u4ef7\u503c\uff0c\u8fd9\u4fc3\u4f7f\u6211\u4eec\u5bf9\u4ea7\u4e1a\u5927\u6a21\u578b\u8fdb\u884c\u540c\u6b65\u521b\u65b0\uff0c\u4ee5\u9002\u5e94\u66f4\u4e30\u5bcc\u548c\u590d\u6742\u7684\u5de5\u4e1a\u573a\u666f\u3002<\/p>\n\n\n\n<p>\u968f\u7740\u4e0b\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u9700\u6c42\u7684\u589e\u957f\uff0cAI\u65f6\u4ee3\u7684\u7cfb\u7edf\u521b\u65b0\u4e5f\u9700\u8981\u52a0\u5feb\u8fdb\u7a0b\uff0c\u800c\u521b\u65b0\u8d85\u7ea7\u8ba1\u7b97\u673a\u7cfb\u7edf\u3001\u91cd\u5851\u4e91\u8ba1\u7b97\u3001\u91cd\u6784\u5206\u5e03\u5f0f\u7cfb\u7edf\u662f\u5b9e\u73b0\u8ba1\u7b97\u673a\u7cfb\u7edf\u81ea\u6211\u9769\u65b0\u7684\u4e09\u4e2a\u91cd\u8981\u65b9\u5411\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u968f\u7740\u4eba\u5de5\u667a\u80fd\u5bf9\u793e\u4f1a\u7684\u5f71\u54cd\u65e5\u76ca\u52a0\u6df1\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e5f\u5c06\u201c\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\uff08Societal AI\uff09\u201d\u4f5c\u4e3a\u7814\u7a76\u91cd\u70b9\uff0c\u5e76\u4e0e\u591a\u4e2a\u793e\u4f1a\u79d1\u5b66\u9886\u57df\u5408\u4f5c\uff0c\u5171\u540c\u63a2\u7d22\u8ba9\u4eba\u5de5\u667a\u80fd\u7406\u89e3\u548c\u9075\u4ece\u4eba\u7c7b\u793e\u4f1a\u4e3b\u6d41\u4ef7\u503c\u89c2\u7684\u65b9\u6cd5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-15-800x450-1.jpg\" alt=\"25 Microsoft Research Asia\" class=\"wp-image-1077138\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-15-800x450-1.jpg 800w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-15-800x450-1-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-15-800x450-1-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-15-800x450-1-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-15-800x450-1-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/msra-in-2023-15-800x450-1-640x360.jpg 640w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u601d\u60f3\u78b0\u649e\">\u601d\u60f3\u78b0\u649e<\/h2>\n\n\n\n<p>\u601d\u60f3\u4e4b\u95f4\u7684\u78b0\u649e\u662f\u667a\u6167\u706b\u82b1\u8ff8\u6e85\u7684\u706b\u79cd\u3002\u4e3a\u6b64\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9080\u8bf7\u4e86\u5168\u7403\u5404\u9886\u57df\u9876\u5c16\u7684\u4e13\u5bb6\u5b66\u8005\u6df1\u5165\u5bf9\u8bdd\uff0c\u56f4\u7ed5\u7814\u7a76\u6587\u5316\u3001\u8de8\u5b66\u79d1\u521b\u65b0\u548c\u79d1\u6280\u7684\u672a\u6765\u7b49\u8bdd\u9898\u5c55\u5f00\u4e86\u4e30\u5bcc\u7684\u601d\u60f3\u4ea4\u6d41\uff0c\u5206\u4eab\u4e86\u4ed6\u4eec\u7684\u771f\u77e5\u707c\u89c1\u3002<\/p>\n\n\n\n<p>\u5468\u793c\u680b\u9662\u957f\u5206\u522b\u4e0e\u6bd4\u5c14\u00b7\u76d6\u8328\u63a2\u8ba8\u4e86\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u672a\u6765\u53d1\u5c55\uff0c\u4ee5\u53ca\u4eba\u5de5\u667a\u80fd\u7b49\u6280\u672f\u521b\u65b0\u5bf9\u533b\u7597\u3001\u6559\u80b2\u548c\u4eba\u7c7b\u793e\u4f1a\u7684\u5f71\u54cd\uff1b\u4e0e\u9752\u6d77\u5927\u5b66\u6821\u957f\u53f2\u5143\u6625\u5171\u540c\u8ba8\u8bba\u4e86\u8de8\u5b66\u79d1\u7814\u7a76\u7684\u6838\u5fc3\u9a71\u52a8\u529b\u548c\u65b0\u6280\u672f\u80cc\u666f\u4e0b\u8de8\u5b66\u79d1\u521b\u65b0\u7684\u673a\u9047\uff1b\u4e0e\u5fae\u8f6f\u7814\u7a76\u9662\u79d1\u5b66\u667a\u80fd\u4e2d\u5fc3\u8d1f\u8d23\u4eba&nbsp;Chris Bishop\u63a2\u8ba8\u4e86AI for Science \u5b9e\u8df5\u4e2d\u7684\u673a\u9047\u548c\u6311\u6218\u3002<\/p>\n\n\n\n<p>\u5fae\u8f6f\u7814\u7a76\u9662\u5168\u7403\u7814\u7a76\u5408\u4f5c\u8d1f\u8d23\u4eba&nbsp;Ashley Llorens\u4e0e\u82cf\u4e16\u6c11\u4e66\u9662\u9662\u957f\u859b\u6f9c\u5c31\u4eba\u5de5\u667a\u80fd\u672a\u6765\u53d1\u5c55\u6240\u9700\u7684\u5408\u4f5c\u5c55\u5f00\u4e86\u6df1\u5165\u8ba8\u8bba\uff0c\u5206\u4eab\u4e86\u5404\u81ea\u5bf9\u8de8\u9886\u57df\u4e0e\u56fd\u9645\u5408\u4f5c\u3001\u4eba\u624d\u57f9\u517b\u7b49\u95ee\u9898\u7684\u89c1\u89e3\uff1b\u56fe\u7075\u5956\u83b7\u5f97\u8005Raj Reddy\u6559\u6388\u4e0e\u5fae\u8f6f\u5168\u7403\u8d44\u6df1\u526f\u603b\u88c1\u6d2a\u5c0f\u6587\u63a2\u8ba8\u4e86\u672a\u6765\u4eba\u5de5\u667a\u80fd\u7684\u7814\u7a76\u8d8b\u52bf\u53ca\u793e\u4f1a\u5f71\u54cd\uff0c\u4ee5\u53ca\u5982\u4f55\u5f15\u9886\u4e0b\u4e00\u4e2a\u65f6\u4ee3\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1146\" height=\"672\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-bill-gates-2.jpg\" alt=\"MSR Asia | Bill Gates and Lidong Zhou onstage\" class=\"wp-image-1073049\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-bill-gates-2.jpg 1146w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-bill-gates-2-300x176.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-bill-gates-2-1024x600.jpg 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-bill-gates-2-768x450.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-bill-gates-2-480x280.jpg 480w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-bill-gates-2-240x141.jpg 240w\" sizes=\"auto, (max-width: 1146px) 100vw, 1146px\" \/><\/figure>\n\n\n\n<p><strong>\u6700\u540e\uff0c\u611f\u8c22\u5927\u5bb6\u8fc7\u53bb\u4e00\u5e74\u5bf9\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u5173\u6ce8\u4e0e\u652f\u6301\uff0c<\/strong><\/p>\n\n\n\n<p><strong>\u795d\u5927\u5bb6\u5728\u65b0\u7684\u4e00\u5e74\u91cc\uff0c\u63a2\u7d22\u4e0d\u6b62\uff0c\u6240\u613f\u6210\u771f\uff01<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7f16\u8005\u6309\uff1a2023\u5e74\uff0c\u4eba\u5de5\u667a\u80fd\u65e0\u7591\u662f\u79d1\u6280\u9886\u57df\u7684\u201c\u5de8\u661f\u201d\uff0c\u5927\u6a21\u578b\u7684\u6301\u7eed\u8fed\u4ee3\u4e0d\u4ec5\u6fc0\u53d1\u4e86\u5b66\u672f\u754c\u548c\u4ea7\u4e1a\u754c\u7684\u6df1\u523b\u53d8\u9769\uff0c\u4e5f\u52a0\u901f\u4e86\u6280\u672f\u5728\u5404\u9886\u57df\u7684\u5e7f\u6cdb\u5e94\u7528\u3002\u8fd9\u4e00\u8fdb\u7a0b\u518d\u6b21\u8bc1\u660e\uff0c\u6211\u4eec\u6b63\u5904\u5728\u5b55\u80b2\u65b0\u4e00\u4ee3\u8ba1\u7b97\u8303\u5f0f\u7684\u5173\u952e\u8282\u70b9\u3002\u5728\u8fd9\u6837\u7684\u80cc\u666f\u4e0b\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u6301\u7eed\u5237\u65b0\u81ea\u6211\uff0c\u5728\u65b0\u7684\u4f7f\u547d\u7684\u9a71\u52a8\u4e0b\uff0c\u4ee5\u524d\u77bb\u7684\u601d\u60f3\u5f15\u9886\u79d1\u7814\u521b\u65b0\uff0c\u4ee5\u524d\u6cbf\u7684\u6280\u672f\u6210\u679c\u8d4b\u80fd\u4eba\u7c7b\u793e\u4f1a\u3002\u8f9e\u65e7\u8fce\u65b0\u4e4b\u9645\uff0c\u8ba9\u6211\u4eec\u901a\u8fc78\u4e2a\u5173\u952e\u8bcd\uff0c\u56de\u987e\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8fc7\u53bb\u4e00\u5e74\u7684\u91cd\u8981\u6210\u5c31\uff0c\u5171\u540c\u8e0f\u4e0a\u79d1\u5b66\u63a2\u7d22\u7684\u65b0\u5f81\u7a0b\u3002 \u5982\u4eca\uff0c\u4e16\u754c\u53c8\u4e00\u6b21\u6765\u5230\u5b55\u80b2\u65b0\u4e00\u4ee3\u8ba1\u7b97\u8303\u5f0f\u7684\u5173\u952e\u8282\u70b9\u3002\u65b0\u7684\u8ba1\u7b97\u8303\u5f0f\u5c06\u8d4b\u80fd\u4eba\u7c7b\u751f\u6d3b\u548c\u5de5\u4f5c\u7684\u65b9\u65b9\u9762\u9762\uff0c\u7ed9\u5404\u884c\u5404\u4e1a\u5e26\u6765\u98a0\u8986\u6027\u7684\u53d8\u9769\uff0c\u4e5f\u5c06\u50ac\u751f\u4f17\u591a\u65b0\u7684\u673a\u9047\u3002 \u9762\u5bf9\u8fd9\u4e00\u53d8\u9769\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u59cb\u7ec8\u4e0e\u65f6\u4ff1\u8fdb\uff0c\u4e0d\u65ad\u5237\u65b0\u81ea\u5df1\u7684\u4f7f\u547d\u3002\u5468\u793c\u680b\u9662\u957f\u5728\u5176\u7f72\u540d\u6587\u7ae0\u4e2d\uff0c\u8be6\u7ec6\u5730\u4ecb\u7ecd\u4e86\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u65b0\u4f7f\u547d\u2014\u2014\u81f4\u529b\u4e8e\u901a\u8fc7\u8de8\u5b66\u79d1\u548c\u8de8\u754c\u7814\u7a76\uff0c\u521b\u9020\u5177\u6709\u91cd\u5927\u5f71\u54cd\u7684\u7a81\u7834\u6027\u6280\u672f\uff0c\u4e3a\u672a\u6765\u51e0\u5341\u5e74\u7684\u8ba1\u7b97\u65b0\u8303\u5f0f\u5960\u5b9a\u57fa\u7840\uff0c\u5e76\u4e3a\u4eba\u5de5\u667a\u80fd\u548c\u4eba\u7c7b\u53d1\u5c55\u521b\u9020\u66f4\u7f8e\u597d\u7684\u672a\u6765\u2014\u2014\u4ee5\u53ca\u7814\u7a76\u9662\u5c06\u5982\u4f55\u901a\u8fc7\u5237\u65b0\u7814\u7a76\u65b9\u5f0f\u3001\u7814\u7a76\u91cd\u70b9\u548c\u6587\u5316\u7406\u5ff5\uff0c\u66f4\u597d\u5730\u5b9e\u73b0\u8fd9\u4e00\u613f\u666f\u3002 \u5bf9\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u800c\u8a00\uff0c2023\u5e74\u662f\u610f\u4e49\u975e\u51e1\u7684\u4e00\u5e74\u2014\u2014\u6211\u4eec\u8fce\u6765\u4e86\u5efa\u966225\u5468\u5e74\u300225\u5e74\u6765\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u63a2\u7d22\u5e76\u5b9e\u8df5\u4e86\u4e00\u79cd\u72ec\u7279\u4e14\u6709\u6548\u7684\u4f01\u4e1a\u7814\u7a76\u9662\u7684\u521b\u65b0\u6a21\u5f0f\uff0c\u5e76\u4ee5\u6b64\u4e3a\u57fa\u7840\u4ea7\u51fa\u4e86\u8bf8\u591a\u5bf9\u5fae\u8f6f\u516c\u53f8\u548c\u5168\u7403\u793e\u4f1a\u90fd\u5177\u6709\u79ef\u6781\u5f71\u54cd\u7684\u521b\u65b0\u6210\u679c\u3002 \u4e00\u7cfb\u5217\u5185\u5916\u90e8\u5e86\u795d\u6d3b\u52a8\uff0c\u8ba9\u6211\u4eec\u4e0e\u5408\u4f5c\u4f19\u4f34\u4eec\u4e00\u9053\u56de\u987e\u4e86\u643a\u624b\u8d70\u6765\u7684\u7cbe\u5f69\u5386\u7a0b\u4e0e\u7d2f\u7d2f\u7855\u679c\uff0c\u4e5f\u5145\u5206\u4f53\u73b0\u4e86\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5bf9\u521b\u65b0\u7684\u575a\u5b9a\u627f\u8bfa\u3002 25\u5c81\u662f\u4e00\u4e2a\u5145\u6ee1\u6d3b\u529b\u3001\u524d\u666f\u65e0\u9650\u7684\u4eba\u751f\u9636\u6bb5\u3002\u6b63\u503c25\u5c81\u7684\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5c06\u5728\u672a\u6765\u4e0e\u5404\u754c\u4f19\u4f34\u7ee7\u7eed\u4e30\u5bcc\u79d1\u7814\u751f\u6001\u7cfb\u7edf\uff0c\u5f15\u9886\u3001\u62e5\u62b1\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u8303\u5f0f\u8f6c\u53d8\uff0c\u8ba9\u6280\u672f\u4e4b\u7f8e\u771f\u6b63\u9020\u798f\u4e8e\u4eba\u7c7b\u793e\u4f1a\u3002 \u5bf9\u4e8e\u79d1\u7814\u673a\u6784\u800c\u8a00\uff0c\u521b\u65b0\u7a81\u7834\u662f\u4e00\u4e2a\u6c38\u6052\u7684\u4e3b\u9898\u3002\u968f\u7740\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u8fc5\u731b\u53d1\u5c55\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u7814\u7a76\u5458\u4eec\u4e0d\u65ad\u7a81\u7834\u754c\u9650\uff0c\u521b\u9020\u5177\u6709\u53d8\u9769\u6027\u7684\u6280\u672f\u548c\u6a21\u578b\uff0c\u5e76\u57282023\u5e74\u53d6\u5f97\u4e86\u4e30\u7855\u7684\u6210\u679c\u3002 \u5728\u5927\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u9886\u57df\uff0c\u57fa\u7840\u7f51\u7edc\u67b6\u6784RetNet\u6210\u4e3a\u4e86\u7ee7&nbsp;Transformer&nbsp;\u4e4b\u540e\u5927\u8bed\u8a00\u6a21\u578b\u7f51\u7edc\u67b6\u6784\u7684\u6709\u529b\u7ee7\u627f\u8005\u3002Kosmos-2.5\u5219\u662f\u4e00\u4e2a\u591a\u6a21\u6001\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u63d0\u5347\u4e86\u673a\u5668\u89e3\u8bfb\u6587\u672c\u5bc6\u96c6\u56fe\u50cf\u7684\u80fd\u529b\u3002 \u5728\u4eba\u5de5\u667a\u80fd\u7f16\u8bd1\u5668\u9886\u57df\uff0c\u201c\u5de5\u4e1a\u91cd\u91d1\u5c5e\u56db\u90e8\u66f2\u201d\uff1aRammer\u3001Roller\u3001Welder\u3001Grinder\uff0c\u4e3a\u5f53\u524d\u4e3b\u6d41\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u548c\u786c\u4ef6\u7f16\u8bd1\u63d0\u4f9b\u4e86\u7cfb\u7edf\u6027\u7684\u521b\u65b0\u89e3\u51b3\u65b9\u6cd5\u3002\u5728\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u9886\u57df\uff0cVALL-E (opens in new tab)\u3001RODIN\u548cDragNUWA\u7b49\u4ee3\u8868\u7740\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5728\u6587\u672c-\u8bed\u97f3\u5408\u6210\u30013D\u6570\u5b57\u5316\u8eab\u5851\u9020\u548c\u5f3a\u53ef\u63a7\u89c6\u9891\u751f\u6210\u65b9\u9762\u7684\u521b\u65b0\u8fdb\u5c55\u3002\u5728\u65e0\u7ebf\u901a\u4fe1\u548c\u65e0\u7ebf\u611f\u77e5\u9886\u57df\uff0c\u65b0\u578b\u7684\u88ab\u52a8\u8d85\u8868\u9762\uff08Passive Metasurface\uff09\u53ef\u4ee5\u4e3a\u65e0\u7ebf\u4fe1\u53f7\u521b\u9020\u53ef\u8c03\u6574\u7684\u667a\u80fd\u73af\u5883\u3002\u800c\u5347\u7ea7\u7248\u7684VirtualCube\u53ef\u4ee5\u4e00\u7aa5\u6c89\u6d78\u5f0f\u4ea4\u4e92\u7684\u672a\u6765\u3002 \u5728\u8de8\u5b66\u79d1\u63a2\u7d22\u65b9\u9762\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e0e\u9996\u90fd\u5e08\u8303\u5927\u5b66\u5408\u4f5c\u5f00\u53d1\u4e86\u7532\u9aa8\u6587\u6821\u91cd\u52a9\u624bDiviner\uff0c\u7b2c\u4e00\u6b21\u5c06\u81ea\u76d1\u7763AI\u6a21\u578b\u5f15\u5165\u5230\u4e86\u7532\u9aa8\u6587\u7684\u201c\u6821\u91cd\u201d\u5de5\u4f5c\u4e2d\uff0c\u5e76\u53d6\u5f97\u4e86\u6570\u767e\u9879\u65b0\u6210\u679c\uff1bNeuroImagen\u7cfb\u7edf\u5c06\u4eba\u5de5\u667a\u80fd\u4e0e\u795e\u7ecf\u79d1\u5b66\u76f8\u7ed3\u5408\uff0c\u53ef\u4ee5\u4ece\u8111\u7535\u4fe1\u53f7\u4e2d\u91cd\u5efa\u89c6\u89c9\u611f\u77e5\u7684\u56fe\u50cf\uff1b\u56de\u8def\u795e\u7ecf\u7f51\u7edcCircuitNet\uff0c\u6e90\u81ea\u4ece\u5927\u8111\u795e\u7ecf\u56de\u8def\u7ed3\u6784\u7684\u6a21\u62df\u4e2d\u83b7\u5f97\u7684\u7075\u611f\uff1b\u5168\u65b0\u5f00\u521b\u7684\u201c\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\u201d\u7814\u7a76\u53d6\u5f97\u4e86\u521d\u6b65\u7684\u6210\u679c\uff0c\u5982\u4ef7\u503c\u89c2\u7f57\u76d8 (opens in new tab)\u548c\u5229\u7528\u5fc3\u7406\u6d4b\u91cf\u5b66\u8bc4\u6d4b\u901a\u7528\u4eba\u5de5\u667a\u80fd\u3002\u5728\u63a2\u7d22\u52a0\u901f\u4eba\u5de5\u667a\u80fd\u548c\u4ea7\u4e1a\u878d\u5408\u7684\u9053\u8def\u4e0a\uff0c\u5f00\u6e90\u9879\u76eeQlib\u3001MABIM\u548cBatteryML\uff0c\u65e8\u5728\u5e2e\u52a9\u5404\u884c\u4e1a\u4f01\u4e1a\u5b9e\u73b0\u6570\u5b57\u5316\u8f6c\u578b\u3002 2023\u5e74\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7ee7\u7eed\u79c9\u6301\u5f00\u653e\u7684\u5fc3\u6001\uff0c\u901a\u8fc7\u591a\u79cd\u5f62\u5f0f\u548c\u6e20\u9053\u4e0e\u9ad8\u6821\u3001\u79d1\u7814\u673a\u6784\u7b49\u5f00\u5c55\u5168\u65b9\u4f4d\u7684\u5b66\u672f\u4ea4\u6d41\u4e0e\u5408\u4f5c\uff0c\u5171\u4eab\u7814\u7a76\u6210\u679c\uff0c\u4ea4\u6d41\u79d1\u7814\u7ecf\u9a8c\u3002 \u529f\u6b32\u5584\u5176\u4e8b\uff0c\u5fc5\u5148\u5229\u5176\u5668\uff0c\u4e00\u4ef6\u8d81\u624b\u7684\u5de5\u5177\uff0c\u80fd\u8ba9\u4eba\u4e8b\u534a\u529f\u500d\u30022023\u5e74\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e0e\u5fae\u8f6f\u4ea7\u54c1\u56e2\u961f\u7ee7\u7eed\u7d27\u5bc6\u5408\u4f5c\uff0c\u5c06\u6700\u524d\u6cbf\u7684\u79d1\u7814\u6210\u679c\u5e94\u7528\u4e8e\u5fae\u8f6f\u4ea7\u54c1\uff0c\u6210\u4e3a\u8d4b\u80fd\u5168\u7403\u7528\u6237\u7684\u751f\u4ea7\u529b\u5de5\u5177\u3002 \u7531\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u8bbe\u8ba1\u5de5\u5177Microsoft Designer\u901a\u8fc7\u6574\u5408\u6765\u81ea\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684Provence\u3001Swin Transformer (opens in new tab)\u6a21\u578b\u3001SPANN\u7b97\u6cd5 (opens in new tab)\uff0c\u4ee5\u53ca\u7814\u7a76\u9662\u4e0e\u5fae\u8f6f\u56fe\u7075\u56e2\u961f\u5408\u4f5c\u7684\u56fe\u7075\u901a\u7528\u8bed\u8a00\u8868\u793a\u6a21\u578b\u7b49\u4f17\u591a\u524d\u6cbf\u6280\u672f\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u8fc5\u901f\u751f\u6210\u4ee4\u4eba\u60ca\u8273\u7684\u8bbe\u8ba1\u3002 \u7531\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5f00\u53d1\u7684\u667a\u80fd\u5316\u89c6\u9891\u589e\u5f3a\u5de5\u5177\u96c6DaVinci 2.0 (opens in new tab)\u4e3a\u5fae\u8f6fEdge\u6d4f\u89c8\u5668\u7684\u89c6\u9891\u8d85\u5206\u8fa8\u7387\u529f\u80fd\u63d0\u4f9b\u4e86\u652f\u6301\uff0c\u53ef\u5b9e\u65f6\u63d0\u5347\u7528\u6237\u6d4f\u89c8\u89c6\u9891\u7684\u89c6\u89c9\u4f53\u9a8c\u3002 Microsoft Editor\u4e2d\u7684\u795e\u7ecf\u8bed\u6cd5\u68c0\u67e5\u5668\u901a\u8fc7\u91c7\u7528\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u521b\u65b0\u7684Aggressive Decoding\u7b97\u6cd5\u3001ONNX Runtime\uff08ORT\uff09\u548c\u5ba2\u6237\u7aef seq2seq \u5efa\u6a21\u6280\u672f EdgeFormer\uff0c\u5c06\u5176\u63a8\u7406\u901f\u5ea6\u63d0\u9ad8\u4e86\u4e00\u500d\uff0c\u964d\u4f4e\u4e86\u6210\u672c\uff0c\u5e76\u5b9e\u73b0\u4e86\u96f6\u9500\u8d27\u6210\u672c\u7684\u76ee\u6807\u3002 \u8fc7\u53bb\u7684\u4e00\u5e74\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u6301\u7eed\u83b7\u5f97\u5b66\u672f\u754c\u548c\u4ea7\u4e1a\u754c\u7684\u8ba4\u53ef\u3002\u6211\u4eec\u5f88\u8363\u5e78\u5730\u83b7\u5f97\u4e86\u201c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66ACM\u73ed\u6210\u7acb20\u5468\u5e74\u6770\u51fa\u8d21\u732e\u5956 (opens in new tab)\u201d\u3001\u4e2d\u56fd\u6559\u80b2\u90e8\u4e2d\u5916\u8bed\u8a00\u4ea4\u6d41\u5408\u4f5c\u4e2d\u5fc3\u9881\u53d1\u7684\u201c2023\u5e74\u5ea6\u6700\u4f73\u5408\u4f5c\u4f19\u4f34\u5956\u201d\u3002 \u5728\u7814\u7a76\u65b9\u9762\uff0c\u6765\u81ea\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u591a\u7bc7\u7814\u7a76\u8bba\u6587\u83b7\u5f97\u6743\u5a01\u8d5e\u8a89\u3002\u5176\u4e2d\uff0cCLaMP (opens in new tab)\u8bba\u6587\u8363\u83b7ISMIR [&hellip;]<\/p>\n","protected":false},"author":42735,"featured_media":1086525,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-content-parent":1012650,"msr_hide_image_in_river":0,"footnotes":""},"research-area":[],"msr-locale":[268881],"msr-post-option":[],"class_list":["post-1077078","msr-blog-post","type-msr-blog-post","status-publish","has-post-thumbnail","hentry","msr-locale-zh_cn"],"msr_assoc_parent":{"id":1012650,"type":"lab"},"_links":{"self":[{"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1077078","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post"}],"about":[{"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-blog-post"}],"author":[{"embeddable":true,"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/users\/42735"}],"version-history":[{"count":6,"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1077078\/revisions"}],"predecessor-version":[{"id":1086528,"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1077078\/revisions\/1086528"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/media\/1086525"}],"wp:attachment":[{"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/media?parent=1077078"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=1077078"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=1077078"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=1077078"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}