{"id":1062072,"date":"2020-03-05T03:13:00","date_gmt":"2020-03-05T11:13:00","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/?post_type=msr-blog-post&#038;p=1062072"},"modified":"2024-09-25T00:38:32","modified_gmt":"2024-09-25T07:38:32","slug":"bei-liu","status":"publish","type":"msr-blog-post","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/bei-liu\/","title":{"rendered":"\u5218\u84d3\uff1a\u968f\u65f6\u51c6\u5907\uff0c\u62e5\u62b1\u4e0b\u4e00\u4e2a\u672a\u77e5"},"content":{"rendered":"\n<p>\u7f16\u8005\u6309\uff1a\u5c3d\u7ba1\u4e16\u754c\u4e0a\u7b2c\u4e00\u4f4d\u7a0b\u5e8f\u5458\u662f\u5973\u6027\uff0c\u4e16\u754c\u4e0a\u7b2c\u4e00\u53f0\u8ba1\u7b97\u673a\u75316\u4f4d\u5973\u6027\u5171\u540c\u5b8c\u6210\u7a0b\u5e8f\u8bbe\u8ba1\uff0c\u5728\u4eca\u5929\u7684 STEM\uff08Science \u79d1\u5b66, Technology \u79d1\u6280, Engineering \u5de5\u7a0b, Mathematics \u6570\u5b66\uff09\u9886\u57df\u4e2d\uff0c\u5973\u6027\u7684\u6bd4\u4f8b\u4ecd\u7136\u8f83\u4f4e\u3002<\/p>\n\n\n\n<p>\u57283\u67088\u65e5\u56fd\u9645\u5987\u5973\u8282\u6765\u4e34\u4e4b\u9645\uff0c\u6211\u4eec\u60f3\u4e0e\u4f60\u5206\u4eab\u4eac\u90fd\u5927\u5b66\u535a\u58eb\u3001\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7814\u7a76\u5458\u5218\u84d3\u7684\u6545\u4e8b\u3002\u5979\u7684\u7814\u7a76\u4ea4\u878d\u4e86\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u4eba\u6587\u827a\u672f\u7684\u9b45\u529b\uff0c\u5979\u4e5f\u4e00\u6b21\u53c8\u4e00\u6b21\u5c06\u81ea\u5df1\u7f6e\u4e8e\u672a\u77e5\u7684\u6311\u6218\u4e2d\u5bfb\u6c42\u6210\u957f\u3002\u5e0c\u671b\u5979\u7684\u6545\u4e8b\u80fd\u5e26\u7ed9\u559c\u7231 STEM \u9886\u57df\u7684\u4f60\u548c\u59b3\uff0c\u66f4\u591a\u7684\u52c7\u6c14\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"480\" style=\"aspect-ratio: 854 \/ 480;\" width=\"854\" controls src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2020\/03\/Yu-Liu.mp4\"><\/video><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"773\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-1-1024x773.png\" alt=\"a photo\" class=\"wp-image-1062084\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-1-1024x773.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-1-300x226.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-1-768x580.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-1-80x60.png 80w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-1-238x180.png 238w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-1.png 1489w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><em>Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training.<\/em><\/p>\n\n\n\n<p><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\/pdf\/1804.08473.pdf\">https:\/\/arxiv.org\/pdf\/1804.08473.pdf<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n\n\n\n<p>\u8fd9\u662f\u4e00\u9996\u7531 AI \u6839\u636e\u80cc\u666f\u56fe\u7247\u201c\u6709\u611f\u800c\u53d1\u201d\u7684\u8bd7\u6b4c\u3002\u5b83\u6e90\u4e8e\u65e5\u5e38\u751f\u6d3b\u4e2d\u7684\u4e00\u4e2a\u753b\u9762\uff0c\u5be5\u5be5\u6570\u8bed\u4e2d\uff0c\u9759\u8c27\u7684\u6674\u7a7a\u4e00\u89c8\u65e0\u4f59\uff0c\u970e\u90a3\u7684\u4f11\u6b62\u4e2d\u53c8\u6709\u5fae\u98ce\u62c2\u52a8\uff0c\u8bed\u8a00\u5e73\u5b9e\u81ea\u7136\uff0c\u5374\u771f\u5b9e\u5730\u7ed9\u4eba\u5e26\u6765\u89e6\u52a8\u3002<\/p>\n\n\n\n<p>\u201c\u8fd9\u9996\u8bd7\u6700\u5999\u7684\u5730\u65b9\uff0c\u5728\u4e8e\u672b\u5c3e\u53e5\u4e2d\u2018You\u2019\u7684\u6a21\u7cca\u6307\u4ee3\uff0c\u5b83\u6307\u7684\u53ef\u80fd\u662f\u4e00\u68f5\u6811\uff0c\u53ef\u80fd\u662f\u4e00\u4f4d\u670b\u53cb\uff0c\u4e5f\u53ef\u80fd\u662f\u8bfb\u8bd7\u7684\u6211\u81ea\u5df1\u3002\u8fd9\u662f\u8bd7\u6b4c\u7684\u9b54\u529b\uff0c\u800c\u6211\u4eec\u7684\u5de5\u4f5c\u6b63\u5728\u521b\u9020\u8fd9\u79cd\u9b54\u529b\u3002\u201d \u8fd9\u4e2a\u6781\u5bcc\u6d6a\u6f2b\u6c14\u606f\u7684\u201cAI \u8bd7\u4eba\u201d\u7814\u7a76\u4e00\u4e3e\u83b7\u5f97\u4e86 ACM Multimedia 2018 \u7684\u201c\u6700\u4f73\u8bba\u6587\u5956\u201d\u3002<\/p>\n\n\n\n<p>\u4f5c\u4e3a\u8bba\u6587\u7b2c\u4e00\u4f5c\u8005\u7684\u5218\u84d3\uff0c\u5f53\u65f6\u662f\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u4e00\u540d\u7814\u7a76\u5b9e\u4e60\u751f\uff0c\u5f53\u5979\u5728\u4e24\u5e74\u540e\u7684\u590f\u5929\u4ece\u4eac\u90fd\u5927\u5b66\u535a\u58eb\u6bd5\u4e1a\uff0c\u518d\u5ea6\u56de\u5230\u719f\u6089\u7684\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u65f6\uff0c\u5df2\u7ecf\u6210\u4e3a\u4e86\u591a\u5a92\u4f53\u641c\u7d22\u4e0e\u6316\u6398\u7ec4\u7684\u4e00\u540d\u5e74\u8f7b\u7684\u7814\u7a76\u5458\u3002<\/p>\n\n\n\n<p>\u6b63\u662f\u201c\u770b\u56fe\u5199\u8bd7\u201d\u7684\u7814\u7a76\u9879\u76ee\uff0c\u8ba9\u8fd9\u4e2a\u559c\u7231\u8bd7\u6b4c\u3001\u7535\u5f71\uff0c\u5bcc\u6709\u4eba\u6587\u827a\u672f\u6c14\u606f\u7684\u5973\u751f\u5bf9 AI \u521b\u4f5c\uff08AI Creation\uff09\u4ea7\u751f\u4e86\u6d53\u539a\u7684\u5174\u8da3\u3002\u5218\u84d3\u5c06\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4ece\u535a\u58eb\u65f6\u671f\u7684\u56fe\u50cf\u68c0\u7d22\u8f6c\u5411\u4e86 AI \u521b\u4f5c\uff0c\u5979\u5e0c\u671b\u81ea\u5df1\u7684\u7814\u7a76\u53ef\u4ee5\u5728\u7edd\u5bf9\u7406\u6027\u7684\u7b97\u6cd5\u6a21\u578b\u4e0e\u4eba\u7c7b\u7684\u5149\u97f5\u2014\u2014\u827a\u672f\u7684\u529b\u91cf\u3001\u4e30\u6c9b\u7684\u60c5\u611f\u4e0e\u521b\u4f5c\u7684\u6fc0\u60c5\u4e2d\uff0c\u627e\u5230\u67d0\u79cd\u5947\u5999\u7684\u65b9\u5f0f\uff0c\u5c06\u5b83\u4eec\u4ea4\u878d\u5728\u4e00\u8d77\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u7a81\u7834-cv-\u4e0e-nlp-\u7684\u8fb9\u754c-\u8d4b\u4e88-ai-\u521b\u4f5c\u529b\">\u7a81\u7834 CV \u4e0e NLP \u7684\u8fb9\u754c\uff0c\u8d4b\u4e88 AI \u521b\u4f5c\u529b<\/h2>\n\n\n\n<p>\u5f53\u4eba\u7c7b\u9047\u5230\u52a8\u4eba\u7684\u573a\u666f\u65f6\uff0c\u603b\u80fd\u4ee5\u5145\u76c8\u7684\u60c5\u611f\u548c\u4e30\u5bcc\u7684\u610f\u8c61\u4f20\u8fbe\u5f53\u4e0b\u7684\u601d\u60f3\u611f\u60c5\u3002\u8c08\u5230\u8ba9 AI \u8fdb\u884c\u521b\u4f5c\u7684\u521d\u8877\uff0c\u5218\u84d3\u8bf4\uff1a\u201c\u5f53\u65f6\u8ba9 AI \u4ece\u56fe\u7247\u751f\u6210\u6587\u5b57\u63cf\u8ff0\u7684\u5de5\u4f5c\u5927\u591a\u90fd\u5728\u5173\u6ce8\u6587\u672c\u7684\u51c6\u786e\u6027\uff0c\u4f46\u6211\u8ba4\u4e3a\u8ba9 AI \u6839\u636e\u56fe\u7247\u8fdb\u884c\u8bd7\u6b4c\u521b\u4f5c\u662f\u66f4\u4e3a\u6709\u8da3\uff0c\u540c\u65f6\u96be\u5ea6\u4e5f\u66f4\u9ad8\u7684\u8bfe\u9898\u3002\u6211\u4e5f\u671f\u5f85 AI \u7684\u521b\u4f5c\u80fd\u529b\u80fd\u4e3a\u5927\u5bb6\u5e26\u6765\u5ba1\u7f8e\u4f53\u9a8c\uff0c\u8ba9\u66f4\u591a\u4eba\u5bf9\u8bd7\u6b4c\u8fd9\u6837\u7684\u6587\u5b66\u827a\u672f\u4ea7\u751f\u5174\u8da3\u3002\u201d<\/p>\n\n\n\n<p>\u5728\u770b\u56fe\u5199\u8bd7\u4efb\u52a1\u4e2d\uff0cAI \u4e0d\u4f46\u8981\u7528\u5145\u6ee1\u60f3\u8c61\u529b\u7684\u65b9\u5f0f\u81ea\u7531\u63a2\u7d22\u56fe\u50cf\u4e2d\u7684\u5173\u952e\u4fe1\u606f\uff0c\u8fd8\u8981\u7528\u6709\u8bd7\u610f\u7684\u8bed\u8a00\u8fdb\u884c\u8868\u8ff0\uff0c\u8fd9\u662f\u8ba1\u7b97\u673a\u89c6\u89c9\u4e0e\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4e24\u4e2a\u9886\u57df\u7684\u8054\u59fb\u3002AI \u7684\u8868\u8fbe\u4e0d\u4ec5\u8981\u4e0e\u56fe\u50cf\u5185\u5bb9\u9ad8\u5ea6\u76f8\u5173\uff0c\u8fd8\u8981\u7b26\u5408\u4e00\u79cd\u8fde\u4eba\u7c7b\u90fd\u96be\u4ee5\u6349\u6478\u7684\u6807\u51c6\u2014\u2014\u5bcc\u6709\u201c\u8bd7\u610f\u201d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-2-1024x768.png\" alt=\"a photo\" class=\"wp-image-1062087\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-2-1024x768.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-2-300x225.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-2-768x576.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-2-80x60.png 80w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-2-240x180.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-2.png 1300w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u4e3a\u4e86\u8ba9 AI \u66f4\u597d\u5730\u4f20\u8fbe\u56fe\u7247\u4e2d\u7684\u610f\u5883\uff0c\u5218\u84d3\u5c06\u56fe\u50cf\u7406\u89e3\u4e0e\u8bd7\u6b4c\u751f\u6210\u7eb3\u5165\u4e86\u4e00\u4e2a\u6574\u4f53\u6846\u67b6\uff0c\u7531\u4e00\u4e2a\u6df1\u5ea6\u96c6\u6210\u5d4c\u5165\u6a21\u578b\uff08Deep coupled visual-poetic embedding model\uff09\u548c\u4e00\u4e2a\u57fa\u4e8e RNN \u7684\u751f\u6210\u6a21\u578b\u5171\u540c\u8fdb\u884c\u8054\u5408\u5b66\u4e60\uff0c\u518d\u91c7\u7528\u5e8f\u5217\u5b66\u4e60\u7528\u91c7\u96c6\u7684 MultiM-Poem(Ex) \u6570\u636e\u96c6\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3\uff0c\u4ece\u6269\u5c55\u6570\u636e\u96c6\u4e2d\u63d0\u53d6\u548c\u5efa\u6a21\u66f4\u591a\u6709\u52a9\u4e8e\u4ea7\u751f\u201c\u8bd7\u610f\u201d\u7684\u4fe1\u606f\u3002\u6700\u540e\uff0c\u4e24\u4e2a\u9274\u522b\u7f51\u7edc\u901a\u8fc7\u591a\u91cd\u5bf9\u6297\u8bad\u7ec3\uff0c\u5bf9\u751f\u6210\u8bd7\u6b4c\u4e0e\u56fe\u50cf\u7684\u5173\u8054\u6027\u548c\u8bd7\u610f\u8fdb\u884c\u5956\u52b1\u548c\u4f18\u5316\u3002\u8fd9\u6837\u7684\u65b9\u6cd5\u8ba9 AI \u7684\u8868\u60c5\u8fbe\u610f\u4e0e\u56fe\u7247\u9ad8\u5ea6\u76f8\u5173\u53c8\u5bcc\u6709\u7edd\u5999\u7684\u60f3\u8c61\u529b\uff0c\u8fd9\u9879\u7814\u7a76\u4e5f\u8ba9\u5fae\u8f6f\u5c0f\u51b0\u62e5\u6709\u4e86\u201c\u770b\u56fe\u5199\u8bd7\u201d\u7684\u65b0\u6280\u80fd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"717\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-3-1024x717.jpg\" alt=\"\u5218\u84d3\u7684\u201c\u770b\u56fe\u5199\u8bd7\u201d\u7814\u7a76\u9879\u76ee\u83b7\u5f97 ACM Multimedia 2018 \u6700\u4f73\u8bba\u6587\u5956\" class=\"wp-image-1062090\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-3-1024x717.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-3-300x210.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-3-768x538.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-3-240x168.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-3.jpg 1345w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>\u5218\u84d3\u7684\u201c\u770b\u56fe\u5199\u8bd7\u201d\u7814\u7a76\u9879\u76ee\u83b7\u5f97 ACM Multimedia 2018 \u6700\u4f73\u8bba\u6587\u5956<\/em><\/figcaption><\/figure>\n\n\n\n<p>\u6b63\u5f0f\u52a0\u5165\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u540e\uff0c\u5218\u84d3\u8fd8\u548c\u7814\u7a76\u56e2\u961f\u4e00\u8d77\u4e0e\u5fae\u8f6f\u7684\u4ea7\u54c1\u90e8\u95e8\u5408\u4f5c\u4e86\u4e00\u4e9b\u6709\u8da3\u7684\u7814\u53d1\u9879\u76ee\u3002\u4f8b\u5982\uff0c\u4e3a\u4e86\u5728 PowerPoint \u4e2d\u4e3a\u7528\u6237\u63a8\u8350\u66f4\u52a0\u591a\u6837\u5316\u7684\u80cc\u666f\u56fe\u7247\uff0c\u5218\u84d3\u548c Office \u56e2\u961f\u5408\u4f5c\uff0c\u5171\u540c\u5f00\u53d1\u4e86\u5728\u4e0d\u964d\u4f4e\u56fe\u7247\u8d28\u91cf\u7684\u60c5\u51b5\u4e0b\u6539\u53d8\u56fe\u7247\u914d\u8272\u7684\u6280\u672f\uff0c\u8ba9\u6bcf\u4e00\u5f20\u56fe\u7247\u90fd\u80fd\u81ea\u52a8\u53d8\u6362\u591a\u79cd\u5408\u7406\u7684\u914d\u8272\uff0c\u8fd9\u4e2a\u6280\u672f\u4e0d\u4ec5\u8ba9\u7528\u6237\u5728\u8bbe\u8ba1\u81ea\u5df1\u7684 PowerPoint \u8fc7\u7a0b\u4e2d\u80fd\u591f\u4e00\u952e\u83b7\u5f97\u5fc3\u4eea\u914d\u8272\u7684\u56fe\u7247\uff0c\u4e5f\u7701\u53bb\u4e86\u4e0d\u5c11\u641c\u7d22\u548c\u5904\u7406\u56fe\u7247\u7684\u65f6\u95f4\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"605\" height=\"172\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-4.jpg\" alt=\"PowerPoint \u80cc\u666f\u56fe\u81ea\u52a8\u66f4\u6362\u914d\u8272\u6280\u672f\" class=\"wp-image-1062093\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-4.jpg 605w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-4-300x85.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-4-240x68.jpg 240w\" sizes=\"auto, (max-width: 605px) 100vw, 605px\" \/><figcaption class=\"wp-element-caption\"><em>PowerPoint \u80cc\u666f\u56fe\u81ea\u52a8\u66f4\u6362\u914d\u8272\u6280\u672f<\/em><\/figcaption><\/figure>\n\n\n\n<p>\u201c\u6211\u4eec\u4e5f\u4e00\u76f4\u5728\u63a2\u7d22\u66f4\u591a\u6709\u610f\u601d\u7684\u7814\u7a76\uff0c\u6bd4\u5982\u6839\u636e\u4e00\u6bb5\u6587\u5b57\u6545\u4e8b\u751f\u6210\u4e00\u7ec4\u56fe\u7247\u7684\u6545\u4e8b\u677f\uff08Storyboard\uff09\uff0c\u7ed3\u5408\u66f4\u591a\u60c5\u611f\u548c\u7f8e\u5b66\u56e0\u7d20\u53d8\u6362\u56fe\u7247\u7684\u6574\u4f53\u98ce\u683c\u7b49\u7b49\u3002\u8fd9\u4e9b\u6280\u672f\u6b63\u5728\u9646\u7eed\u8f6c\u5316\u5230\u5fae\u8f6f\u7684\u4ea7\u54c1\u4e2d\uff0c\u671f\u5f85\u6211\u4eec\u7684\u7814\u7a76\u80fd\u4e3a\u7528\u6237\u7684\u65e5\u5e38\u5de5\u4f5c\u5e26\u6765\u66f4\u591a\u4fbf\u6377\u548c\u7f8e\u611f\u3002\u201d\u5218\u84d3\u8bf4\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u7b2c\u4e00\u4e2a\u5403\u8783\u87f9-\u7684\u52c7\u6c14\">\u201c\u7b2c\u4e00\u4e2a\u5403\u8783\u87f9\u201d\u7684\u52c7\u6c14<\/h2>\n\n\n\n<p>\u7531\u4e8e\u5bf9\u65e5\u672c\u6587\u5316\u5341\u5206\u611f\u5174\u8da3\uff0c\u5218\u84d3\u5728\u5357\u4eac\u5927\u5b66\u5b8c\u6210\u672c\u79d1\u5b66\u4e60\u540e\uff0c\u5728\u65e5\u8bed\u5b8c\u5168\u96f6\u57fa\u7840\u7684\u60c5\u51b5\u4e0b\u8e0f\u4e0a\u4e86\u4eac\u90fd\u7559\u5b66\u4e4b\u65c5\u3002<\/p>\n\n\n\n<p>\u5c3d\u7ba1\u56fd\u9645\u8bfe\u7a0b\u5927\u591a\u91c7\u7528\u82f1\u8bed\u6388\u8bfe\uff0c\u4f46\u5f53\u5979\u62b5\u8fbe\u5168\u7136\u964c\u751f\u7684\u57ce\u5e02\uff0c\u63a8\u5f00\u5b9e\u9a8c\u5ba4\u7684\u5927\u95e8\uff0c\u5b9e\u9a8c\u5ba4\u79d8\u4e66\u8fde\u73e0\u70ae\u4f3c\u7684\u65e5\u8bed\u7740\u5b9e\u8ba9\u5979\u4f53\u4f1a\u4e86\u4e00\u628a\u65e5\u8bed\u201c\u82e6\u624b\u201d\u7684\u96be\u5904\u3002<\/p>\n\n\n\n<p>\u5728\u63a5\u4e0b\u6765\u51e0\u4e2a\u6708\u91cc\uff0c\u5218\u84d3\u5f00\u59cb\u901a\u8fc7\u5b66\u6821\u5f00\u8bbe\u7684\u8bfe\u7a0b\u201c\u6076\u8865\u201d\u65e5\u8bed\uff0c\u6e10\u6e10\u5730\u80fd\u591f\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\u7528\u65e5\u8bed\u8fdb\u884c\u5bf9\u8bdd\uff0c\u201c\u53ea\u8981\u4f60\u6562\u5f00\u53e3\uff0c\u5f53\u5730\u4eba\u90fd\u4f1a\u975e\u5e38\u53cb\u5584\u5730\u548c\u4f60\u4ea4\u6d41\uff0c\u8fce\u9762\u800c\u6765\u7684\u767b\u5c71\u5ba2\u90fd\u4f1a\u70ed\u60c5\u5730\u548c\u4f60\u6253\u62db\u547c\u3002\u800c\u4e14\u4f60\u4f1a\u53d1\u73b0\u65e5\u672c\u7684\u5e74\u8f7b\u4e00\u4ee3\u82f1\u8bed\u975e\u5e38\u597d\uff0c\u5b8c\u5168\u6253\u7834\u4f60\u53ef\u80fd\u62b1\u6709\u7684\u2018\u65e5\u5f0f\u82f1\u8bed\u2019\u7684\u523b\u677f\u8ba4\u77e5\u3002\u201d<\/p>\n\n\n\n<p>\u5728\u8bfb\u535a\u671f\u95f4\uff0c\u5218\u84d3\u7684\u4e24\u4f4d\u5bfc\u5e08\u7530\u4e2d\u514b\u5df1\u6559\u6388\u548c\u5409\u5ddd\u6b63\u4fca\u6559\u6388\u90fd\u975e\u5e38\u9f13\u52b1\u5927\u5bb6\u72ec\u7acb\u8fdb\u884c\u63a2\u7d22\u6027\u7684\u7814\u7a76\u3002\u5728\u5409\u5ddd\u6b63\u4fca\u6559\u6388\u773c\u4e2d\uff0c\u5218\u84d3\u52e4\u594b\u800c\u5177\u6709\u9ad8\u5ea6\u7684\u81ea\u9a71\u529b\uff0c\u5979\u5728\u535a\u58eb\u671f\u95f4\u6267\u7740\u4e8e\u5bfb\u627e\u5d2d\u65b0\u7684\u7814\u7a76\u9009\u9898\uff0c\u5e76\u4e00\u4e2a\u4eba\u6295\u5165\u5176\u4e2d\u8fdb\u884c\u63a2\u7d22\u6027\u5730\u5c1d\u8bd5\u3002\u201c\u6709\u65f6\u4f1a\u611f\u89c9\u5f88\u5403\u529b\uff0c\u751a\u81f3\u6210\u679c\u4e5f\u4e0d\u592a\u663e\u8457\uff0c\u4f46\u662f\u8fd9\u79cd\u5bfb\u627e\u5168\u65b0\u95ee\u9898\u3001\u5b8c\u6574\u5730\u5b8c\u6210\u72ec\u7acb\u7814\u7a76\u7684\u8fc7\u7a0b\u5bf9\u6211\u7684\u6210\u957f\u6765\u8bf4\u975e\u5e38\u91cd\u8981\u3002\u201d\u5218\u84d3\u8ba4\u4e3a\uff0c\u505a\u7814\u7a76\u6700\u4e0d\u53ef\u7f3a\u5c11\u7684\u5c31\u662f\u8fd9\u79cd\u201c\u7b2c\u4e00\u4e2a\u5403\u8783\u87f9\u201d\u7684\u52c7\u6c14\u3002<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"720\" style=\"aspect-ratio: 1280 \/ 720;\" width=\"1280\" controls src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/82527849_548861162375494_6449251040897012990_n.mp4\"><\/video><\/figure>\n\n\n\n<p>\u4eac\u90fd\u5927\u5b66\u8fd8\u6709\u4e00\u9879\u7279\u6b8a\u7684\u8981\u6c42\uff0c\u5728\u7ed9\u5b66\u751f\u914d\u5907\u672c\u6821\u5bfc\u5e08\u7684\u540c\u65f6\uff0c\u8fd8\u9700\u8981\u53e6\u4e00\u4f4d\u6765\u81ea\u5176\u4ed6\u9ad8\u6821\u6216\u79d1\u7814\u673a\u6784\u7684\u5b66\u672f\u5bfc\u5e08\u5171\u540c\u53c2\u4e0e\u6307\u5bfc\u3002\u6821\u5185\u5916\u53cc\u5bfc\u5e08\u7684\u5236\u5ea6\u4e5f\u4e3a\u5218\u84d3\u7684\u535a\u58eb\u751f\u6daf\u5e26\u6765\u4e86\u66f4\u5bbd\u9614\u7684\u5b66\u672f\u89c6\u91ce\uff0c\u8ba9\u5979\u4f53\u4f1a\u5230\u4e86\u5207\u6362\u601d\u7ef4\u3001\u4ece\u4e0d\u540c\u7684\u89d2\u5ea6\u53bb\u601d\u8003\u95ee\u9898\u7684\u91cd\u8981\u6027\uff0c\u4e86\u89e3\u4e3b\u8981\u65b9\u5411\u4e4b\u5916\u7684\u7814\u7a76\u4e5f\u65f6\u5e38\u4f1a\u7ed9\u5979\u5e26\u6765\u65b0\u7684\u542f\u53d1\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"838\" height=\"629\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-5.jpg\" alt=\"a group of people posing for a photo\" class=\"wp-image-1062099\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-5.jpg 838w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-5-300x225.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-5-768x576.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-5-80x60.jpg 80w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-5-240x180.jpg 240w\" sizes=\"auto, (max-width: 838px) 100vw, 838px\" \/><figcaption class=\"wp-element-caption\"><em>\u5218\u84d3\uff08\u5de6\u4e8c\uff09\u4e0e\u4eac\u90fd\u5927\u5b66\u5bfc\u5e08\u5409\u5ddd\u6b63\u4fca\u6559\u6388\uff08\u53f3\u4e8c\uff09\u4ee5\u53ca\u5c0f\u5bfc\u5e08\u52a0\u85e4\u8bda\uff08\u5de6\u4e00\uff09\u5728\u5b9e\u9a8c\u5ba4<\/em><\/figcaption><\/figure>\n\n\n\n<p>\u4e5f\u6b63\u56e0\u4e3a\u5b9e\u4e60\u65f6\u4ea7\u751f\u7684\u5174\u8da3\uff0c\u5218\u84d3\u679c\u65ad\u5730\u8f6c\u6362\u4e86\u7814\u7a76\u65b9\u5411\u3002\u65e0\u8bba\u662f\u201c\u770b\u56fe\u5199\u8bd7\u201d\u8fd9\u6837\u7684\u6587\u672c\u751f\u6210\uff0c\u8fd8\u662f\u56fe\u50cf\u751f\u6210\u548c\u827a\u672f\u98ce\u683c\u8f6c\u6362\uff0c\u6bcf\u6bcf\u8de8\u5165\u4e00\u4e2a\u65b0\u9886\u57df\uff0c\u90fd\u662f\u4e00\u6b21\u4ece\u96f6\u5f00\u59cb\uff0c\u800c\u5218\u84d3\u603b\u662f\u6293\u4f4f\u673a\u4f1a\uff0c\u4e00\u6b21\u53c8\u4e00\u6b21\u5c06\u81ea\u5df1\u7f6e\u8eab\u4e8e\u964c\u751f\u7684\u6311\u6218\u4e2d\uff0c\u8ba9\u81ea\u5df1\u5728\u77ed\u65f6\u95f4\u5185\u5feb\u901f\u5730\u6210\u957f\u8d77\u6765\u3002<\/p>\n\n\n\n<p>6\u5e74\u7684\u7559\u5b66\u751f\u6daf\u4e5f\u7ed9\u5218\u84d3\u7559\u4e0b\u4e86\u8bb8\u591a\u96be\u5fd8\u7684\u7ecf\u5386\u548c\u6587\u5316\u4f53\u9a8c\u3002\u6bcf\u5e74\u5e74\u672b\uff0c\u5979\u6240\u5728\u7684\u5b9e\u9a8c\u5ba4\u90fd\u4f1a\u6839\u636e\u65e5\u672c\u201c\u5fd8\u5e74\u4f1a\u201d\u7684\u4f20\u7edf\u4e60\u4fd7\u5171\u540c\u8f9e\u65e7\u8fce\u65b0\u3002\u5b9e\u9a8c\u5ba4\u5c06\u6765\u81ea\u4e2d\u56fd\u3001\u65e5\u672c\u3001\u6cf0\u56fd\u3001\u6ce2\u5170\u3001\u6cd5\u56fd\u3001\u897f\u73ed\u7259\u7b49\u56fd\u5bb6\u7684\u540c\u5b66\u4eec\u6c47\u805a\u5728\u4e00\u8d77\uff0c\u4e0d\u4ec5\u8ba9\u5218\u84d3\u6536\u83b7\u4e86\u6765\u81ea\u4e94\u6e56\u56db\u6d77\u7684\u771f\u631a\u53cb\u8c0a\uff0c\u4e5f\u8ba9\u5979\u5bf9\u591a\u5143\u7684\u6587\u5316\u548c\u89c1\u89e3\u4ea7\u751f\u4e86\u66f4\u6df1\u5165\u7684\u7406\u89e3\u548c\u5305\u5bb9\u3002<\/p>\n\n\n\n<p>\u5218\u84d3\u611f\u53d7\u6700\u6df1\u7684\u662f\uff0c\u65e5\u672c\u6ce8\u91cd\u7ec6\u8282\u4f53\u9a8c\u3001\u7edd\u4e0d\u7ed9\u4ed6\u4eba\u6dfb\u9ebb\u70e6\u7684\u601d\u7ef4\u6e17\u900f\u5230\u4e86\u751f\u6d3b\u4e2d\u6bcf\u4e00\u4e2a\u7ec6\u81f4\u5165\u5fae\u7684\u89d2\u843d\uff0c\u8b6c\u5982\u8857\u8fb9\u9694100\u7c73\u5fc5\u6709\u81ea\u52a8\u8d29\u5356\u673a\uff0c\u65bd\u5de5\u5730\u6bb5\u5728\u5c01\u95ed\u7684\u540c\u65f6\uff0c\u8fd8\u4f1a\u5b89\u6392\u4e13\u4eba24\u5c0f\u65f6\u7167\u770b\u4ee5\u9632\u8def\u4eba\u78b0\u4f24\u3002\u8fd9\u6837\u7684\u6587\u5316\u73af\u5883\u4e5f\u8ba9\u539f\u672c\u5c31\u7ec6\u5fc3\u7684\u5218\u84d3\u5728\u5f85\u4eba\u63a5\u7269\u65f6\u66f4\u80fd\u5c06\u5fc3\u6bd4\u5fc3\uff0c\u5173\u7167\u4ed6\u4eba\u7684\u60c5\u611f\u548c\u4f53\u9a8c\u3002<\/p>\n\n\n\n<p>\u5f53\u7136\uff0c\u6f2b\u957f\u7684\u6c42\u5b66\u548c\u79d1\u7814\u9053\u8def\u9700\u8981\u62ab\u8346\u65a9\u68d8\u3002\u5728\u7814\u7a76\u8d77\u6b65\u7684\u65e9\u671f\uff0c\u957f\u65f6\u95f4\u6ca1\u6709\u8bba\u6587\u53d1\u8868\uff0c\u8bfe\u9898\u63a5\u8fde\u88ab\u5bfc\u5e08\u5426\u5b9a\uff0c\u8fd9\u4e9b\u90fd\u4f1a\u4f34\u968f\u7740\u7126\u8651\u3001\u6cae\u4e27\uff0c\u751a\u81f3\u81ea\u6211\u6000\u7591\u3002\u5728\u5218\u84d3\u535a\u58eb\u6bd5\u4e1a\u65f6\uff0c\u5b9e\u9a8c\u5ba4\u6709\u4e0d\u5c11\u540c\u5b66\u6ca1\u80fd\u575a\u6301\u5b8c\u6210\u535a\u58eb\u5b66\u4e1a\uff0c\u5218\u84d3\u89c9\u5f97\u5f88\u53ef\u60dc\uff0c\u201c\u5e38\u5e74\u6c42\u5b66\u5f02\u56fd\u4ed6\u4e61\uff0c\u5fc3\u7406\u9632\u7ebf\u786e\u5b9e\u5f88\u5bb9\u6613\u8106\u5f31\uff0c\u4f46\u6211\u8ba4\u4e3a\uff0c\u65e2\u7136\u9009\u62e9\u4e86\u8bfb\u535a\uff0c\u5c31\u8981\u6709\u4e00\u9897\u575a\u6bc5\u7684\u2018\u5927\u5fc3\u810f\u2019\uff0c\u4e0d\u8981\u56e0\u4e3a\u4e00\u65f6\u7684\u56f0\u96be\u800c\u653e\u5f03\u3002\u201d<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"734\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-6-1024x734.jpg\" alt=\"\u5218\u84d3\uff08\u524d\u6392\u5de6\u4e8c\uff09\u4e0e\u5bfc\u5e08\u7530\u4e2d\u514b\u5df1\u6559\u6388\uff08\u524d\u6392\u5de6\u4e00\uff09\u53ca\u5b9e\u9a8c\u5ba4\u5c0f\u4f19\u4f34\u4e00\u8d77\u51fa\u6e38\" class=\"wp-image-1062102\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-6-1024x734.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-6-300x215.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-6-768x551.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-6-240x172.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-6.jpg 1418w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>\u5218\u84d3\uff08\u524d\u6392\u5de6\u4e8c\uff09\u4e0e\u5bfc\u5e08\u7530\u4e2d\u514b\u5df1\u6559\u6388\uff08\u524d\u6392\u5de6\u4e00\uff09\u53ca\u5b9e\u9a8c\u5ba4\u5c0f\u4f19\u4f34\u4e00\u8d77\u51fa\u6e38<\/em><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u62d2\u7edd\u6807\u7b7e-\u62e5\u62b1\u8715\u53d8\">\u62d2\u7edd\u6807\u7b7e\uff0c\u62e5\u62b1\u8715\u53d8<\/h2>\n\n\n\n<p>\u4f5c\u4e3a STEM \u9886\u57df\u201c\u5c11\u6570\u6d3e\u201d\u4e2d\u7684\u4e00\u5458\uff0c\u5218\u84d3\u8ba4\u4e3a\u81ea\u5df1\u7684\u6210\u957f\u73af\u5883\u603b\u4f53\u6765\u8bf4\u5341\u5206\u53cb\u5584\uff0c\u4f46\u6709\u65f6\uff0c\u504f\u89c1\u6070\u6070\u6697\u85cf\u5728\u4e00\u4e9b\u770b\u4f3c\u201c\u53cb\u5584\u201d\u7684\u8868\u8fbe\u4e2d\u3002<\/p>\n\n\n\n<p>\u5218\u84d3\u6e05\u6670\u5730\u8bb0\u5f97\u535a\u58eb\u671f\u95f4\u7684\u4e00\u6b21\u56e2\u961f\u5408\u4f5c\u9879\u76ee\uff0c\u5c0f\u7ec4\u4e2d\u7684\u7537\u6027\u6210\u5458\u60f3\u5f53\u7136\u5730\u4e3a\u4e86\u201c\u7167\u987e\u5973\u751f\u201d\u800c\u7ed9\u5218\u84d3\u5206\u914d\u4e86 UI \u8fd9\u6837\u7684\u201c\u66f4\u8f7b\u677e\u7684\u4efb\u52a1\u201d\uff0c\u800c\u7531\u7537\u751f\u4eec\u6765\u627f\u62c5\u6700\u4e3b\u8981\u7684\u7b97\u6cd5\u4e0e\u5f00\u53d1\u5de5\u4f5c\u3002\u8fd9\u8ba9\u5218\u84d3\u4e00\u77ac\u95f4\u5fc3\u60c5\u590d\u6742\uff0c \u201c\u8fd9\u5e76\u4e0d\u662f\u4ed6\u4eec\u6240\u4ee5\u4e3a\u7684\u2018\u5973\u751f\u5728\u4eab\u53d7\u6027\u522b\u5e26\u6765\u7684\u4f18\u52bf\u2019\uff0c\u800c\u662f\u4e00\u79cd\u504f\u89c1\u548c\u4e0d\u516c\u3002\u201d<\/p>\n\n\n\n<p>\u8fd9\u4ef6\u4e8b\u8ba9\u5218\u84d3\u610f\u8bc6\u5230\uff0c\u4f20\u7edf\u7684\u6027\u522b\u5206\u5de5\u89c2\u5ff5\u4f9d\u7136\u6839\u6df1\u8482\u56fa\u5730\u5b58\u5728\u4e8e\u8bb8\u591a\u4eba\u7684\u8111\u6d77\u4e2d\uff0c\u4ed6\u4eec\u4f1a\u81ea\u7136\u800c\u7136\u5730\u8ba4\u4e3a\u201c\u7f16\u7a0b\u201d\u662f\u4e00\u9879\u66f4\u5177\u6709\u7537\u6027\u6c14\u8d28\u7684\u5de5\u4f5c\u3002\u9664\u4e86\u5916\u754c\u8d34\u4e0a\u7684\u6807\u7b7e\uff0c\u66f4\u53ef\u6015\u7684\u662f\u4ece\u5185\u5fc3\u7ed9\u81ea\u5df1\u5957\u4e0a\u67b7\u9501\uff0c\u201c\u627f\u8ba4\u201d\u81ea\u5df1\u4e0d\u64c5\u957f\u67d0\u65b9\u9762\u7684\u5de5\u4f5c\u800c\u653e\u5f03\u52aa\u529b\u3002<\/p>\n\n\n\n<p>\u800c\u5218\u84d3\u60f3\u8981\u544a\u8bc9\u66f4\u591a\u5bf9\u79d1\u6280\u9886\u57df\u611f\u5174\u8da3\u7684\u5973\u751f\uff0c\u5973\u6027\u7684\u7f16\u7a0b\u80fd\u529b\u5b8c\u5168\u53ef\u4ee5\u975e\u5e38\u624e\u5b9e\u548c\u5f3a\u5927\u3002\u65e0\u8bba\u662f\u8bfb\u535a\uff0c\u8fd8\u662f\u4ece\u4e8b\u79d1\u7814\uff0c\u5973\u751f\u90fd\u6709\u5f88\u591a\u4f18\u52bf\uff0c\u6bd4\u5982\u7ec6\u81f4\u8010\u5fc3\uff0c\u5584\u4e8e\u6c9f\u901a\u8868\u8fbe\uff0c\u80fd\u591f\u5168\u9762\u5730\u601d\u8003\u95ee\u9898\uff0c\u5e76\u63d0\u51fa\u4e00\u4e9b\u521b\u65b0\u6027\u7684\u72ec\u7279\u89c6\u89d2\u3002\u8fd9\u4e9b\u4e0e\u751f\u4ff1\u6765\u7684\u7279\u70b9\u90fd\u8db3\u4ee5\u8ba9\u5973\u751f\u5728\u8ba1\u7b97\u673a\u9886\u57df\u4e2d\u51fa\u7c7b\u62d4\u8403\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"867\" height=\"578\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-7.jpg\" alt=\"\u5218\u84d3\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662 Kick Off \u665a\u4f1a\u4e0a\u62c5\u4efb\u4e3b\u6301\" class=\"wp-image-1062105\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-7.jpg 867w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-7-300x200.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-7-768x512.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-7-240x160.jpg 240w\" sizes=\"auto, (max-width: 867px) 100vw, 867px\" \/><figcaption class=\"wp-element-caption\"><em>\u5218\u84d3\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662 Kick Off \u665a\u4f1a\u4e0a\u62c5\u4efb\u4e3b\u6301<\/em><\/figcaption><\/figure>\n\n\n\n<p>\u8bfb\u535a\u671f\u95f4\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u534a\u5e74\u5b9e\u4e60\uff0c\u4e0d\u4ec5\u5c06\u5218\u84d3\u5f15\u5165\u4e86 AI \u521b\u4f5c\u7814\u7a76\u7684\u5927\u95e8\uff0c\u66f4\u8ba9\u5979\u88ab\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u81ea\u7531\u5f00\u653e\u7684\u6c1b\u56f4\u548c\u73af\u5883\u6df1\u6df1\u5438\u5f15\u3002<\/p>\n\n\n\n<p>\u591a\u5143\u4e0e\u5305\u5bb9\u7684\u6587\u5316\u6df1\u6df1\u5730\u954c\u523b\u5728\u5fae\u8f6f\u7684\u57fa\u56e0\u4e2d\u3002\u5fae\u8f6f\u5173\u6ce8\u5973\u6027\u7684\u6210\u957f\u4e0e\u804c\u4e1a\u53d1\u5c55\uff0c\u4e5f\u4e3a\u5973\u6027\u7fa4\u4f53\u95f4\u7684\u4ea4\u6d41\u3001\u5171\u60c5\u3001\u4e92\u52a9\u63d0\u4f9b\u4e86\u5f88\u591a\u673a\u4f1a\uff0c\u5728\u5fae\u8f6f\u4e3e\u529e\u7684\u591a\u5143\u5316\u8bba\u575b Ada Workshop \u548c Global Women\u2019s Conference \u7b49\u6d3b\u52a8\u4e2d\uff0c\u4f18\u79c0\u7684\u5973\u6027\u7814\u7a76\u8005\u3001\u5de5\u7a0b\u5e08\u3001\u5b66\u672f\u754c\u6559\u6388\u548c\u4ea7\u4e1a\u754c\u7ba1\u7406\u8005\u4f1a\u5206\u4eab\u524d\u6cbf\u6280\u672f\u3001\u79d1\u7814\u7ecf\u5386\u4e0e\u5de5\u4f5c\u751f\u6d3b\u7684\u611f\u609f\uff0c\u4e3a\u66f4\u591a\u5973\u6027\u4f20\u9012\u7ecf\u9a8c\u548c\u529b\u91cf\u3002<\/p>\n\n\n\n<p>\u5218\u84d3\u975e\u5e38\u4eab\u53d7\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u5de5\u4f5c\u548c\u5b66\u4e60\u6c1b\u56f4\uff0c\u56e0\u4e3a\u65e0\u8bba\u662f\u7814\u7a76\u9009\u9898\u65b9\u5411\uff0c\u8fd8\u662f\u548c\u5fae\u8f6f\u5185\u90e8\u4e0d\u540c\u7684\u4ea7\u54c1\u7ec4\u5408\u4f5c\uff0c\u90fd\u53ef\u4ee5\u8ddf\u968f\u81ea\u5df1\u7684\u597d\u5947\u5fc3\uff0c\u53bb\u5c06\u8111\u6d77\u4e2d\u7684\u521b\u9020\u529b\u548c\u60f3\u6cd5\u5b9e\u73b0\u3002<\/p>\n\n\n\n<p>\u5728\u4ece\u5b9e\u4e60\u751f\u5230\u7814\u7a76\u5458\u7684\u89d2\u8272\u8f6c\u6362\u4e2d\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e3b\u7ba1\u7814\u7a76\u5458\u5085\u5efa\u9f99\u4e5f\u7ed9\u4e88\u4e86\u5979\u5f88\u591a\u5e2e\u52a9\uff0c\u201c\u4ece\u5f53\u6211\u7684\u5b9e\u4e60 mentor \u5230\u73b0\u5728\u6307\u5bfc\u6211\u5f53 mentor\uff0c\u5efa\u9f99\u5e2e\u52a9\u6211\u66f4\u597d\u5730\u7ed9\u516c\u53f8\u7684\u4ea7\u54c1\u63d0\u4f9b\u6700\u65b0\u7684\u6280\u672f\u7814\u7a76\u652f\u6301\uff0c\u4e5f\u8ba9\u6211\u66f4\u597d\u5730\u4f5c\u4e3a mentor \u7ed9\u5b9e\u4e60\u751f\u63d0\u4f9b\u6307\u5bfc\u5efa\u8bae\u3002\u201d\u5218\u84d3\u8ba4\u4e3a\u81ea\u5df1\u6709\u4e86\u4e0d\u5c0f\u7684\u6536\u83b7\uff0c\u4e5f\u5bf9\u672a\u6765\u5e7f\u9614\u7684\u6210\u957f\u7a7a\u95f4\u6709\u4e86\u66f4\u6e05\u6670\u7684\u8ba4\u8bc6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-8-1024x768.jpg\" alt=\"a group of people posing for the camera\" class=\"wp-image-1062108\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/07\/bei-liu-8-1024x768.jpg 1024w, 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STEM\uff08Science \u79d1\u5b66, Technology \u79d1\u6280, Engineering \u5de5\u7a0b, Mathematics \u6570\u5b66\uff09\u9886\u57df\u4e2d\uff0c\u5973\u6027\u7684\u6bd4\u4f8b\u4ecd\u7136\u8f83\u4f4e\u3002 \u57283\u67088\u65e5\u56fd\u9645\u5987\u5973\u8282\u6765\u4e34\u4e4b\u9645\uff0c\u6211\u4eec\u60f3\u4e0e\u4f60\u5206\u4eab\u4eac\u90fd\u5927\u5b66\u535a\u58eb\u3001\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7814\u7a76\u5458\u5218\u84d3\u7684\u6545\u4e8b\u3002\u5979\u7684\u7814\u7a76\u4ea4\u878d\u4e86\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u4eba\u6587\u827a\u672f\u7684\u9b45\u529b\uff0c\u5979\u4e5f\u4e00\u6b21\u53c8\u4e00\u6b21\u5c06\u81ea\u5df1\u7f6e\u4e8e\u672a\u77e5\u7684\u6311\u6218\u4e2d\u5bfb\u6c42\u6210\u957f\u3002\u5e0c\u671b\u5979\u7684\u6545\u4e8b\u80fd\u5e26\u7ed9\u559c\u7231 STEM \u9886\u57df\u7684\u4f60\u548c\u59b3\uff0c\u66f4\u591a\u7684\u52c7\u6c14\u3002 Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training. 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