{"id":22842,"date":"2024-06-17T11:02:48","date_gmt":"2024-06-17T03:02:48","guid":{"rendered":"https:\/\/news.dukekunshan.edu.cn\/?post_type=people_story&#038;p=22842"},"modified":"2024-06-18T11:52:52","modified_gmt":"2024-06-18T03:52:52","slug":"professor-kaizhu-huang","status":"publish","type":"people_story","link":"https:\/\/news.dukekunshan.edu.cn\/zh-hans\/people-story\/professor-kaizhu-huang\/","title":{"rendered":"\u9ec4\u5f00\u7af9\u6559\u6388\uff1a\u5982\u4f55\u8ba9\u4eba\u5de5\u667a\u80fd\u66f4\u9760\u8c31\uff1f"},"content":{"rendered":"\n<p>\u8fd1\u5e74\u6765\uff0c\u65b0\u95fb\u62a5\u9053\u4e2d\u6d8c\u73b0\u51fa\u6570\u8d77\u7531\u4e8e\u81ea\u52a8\u8f85\u52a9\u9a7e\u9a76\u7cfb\u7edf\u7684\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u7f3a\u9677\u6240\u5f15\u53d1\u7684\u4ea4\u901a\u4e8b\u6545\uff0c\u518d\u6b21\u5f15\u8d77\u4e86\u516c\u4f17\u7684\u5173\u6ce8\u3002\u5728\u4e00\u8d77\u4e8b\u6545\u4e2d\uff0c\u4e00\u8f86\u88c5\u5907\u6709\u5148\u8fdb\u81ea\u52a8\u8f85\u52a9\u9a7e\u9a76\u7cfb\u7edf\u7684\u6c7d\u8f66\uff0c\u56e0\u7cfb\u7edf\u5224\u65ad\u9519\u8bef\uff0c\u65e0\u6cd5\u51c6\u786e\u8bc6\u522b\u524d\u65b9\u7684\u6c7d\u8f66\u548c\u884c\u4eba\uff0c\u5728\u5e76\u6ca1\u6709\u969c\u788d\u7269\u7684\u7a7a\u65f7\u9053\u8def\u4e0a\u7a81\u7136\u7d27\u6025\u5236\u52a8\uff0c\u5c3e\u968f\u5176\u540e\u7684\u8f66\u8f86\u65e0\u6cd5\u53ca\u65f6\u907f\u8ba9\uff0c\u5bfc\u81f4\u591a\u8f86\u8f66\u8fde\u73af\u8ffd\u5c3e\u3002<\/p>\n\n\n\n<p>AI\u5931\u4e4b\u6beb\u5398\u7684\u5dee\u9519\uff0c\u7adf\u917f\u6210\u4e86\u5dee\u4e4b\u5343\u91cc\u7684\u5371\u9669\u540e\u679c\u3002<\/p>\n\n\n\n<p>\u5c3d\u7ba1\u4ee5ChatGPT\u3001Sora\u4e3a\u4ee3\u8868\u7684AI\u6700\u65b0\u5e94\u7528\u70b9\u71c3\u4e86\u5927\u4f17\u5bf9\u4e8e\u6280\u672f\u7684\u72c2\u60f3\uff0c\u7136\u800c\u6211\u4eec\u8eab\u5904\u7684\u73af\u5883\u4e2d\uff0c\u4f9d\u65e7\u5b58\u5728\u201c\u611a\u8822\u201d\u7684AI\u751a\u81f3\u662f\u5371\u9669\u7684AI\u3002\u90a3\u4e48\uff0c\u6211\u4eec\u80fd\u5426\u7ee7\u7eed\u4fe1\u4efbAI\uff1f\u6240\u6709\u8fd9\u4e9b\u90fd\u5efa\u7acb\u5728\u4e00\u4e2a\u57fa\u7840\u4e4b\u4e0a\uff0c\u5373\u5f53\u524d\u7684AI\u7cfb\u7edf\u9700\u8981\u66f4\u4e3a\u53ef\u9760\u548c\u503c\u5f97\u4fe1\u8d56\u3002\u6362\u8a00\u4e4b\uff0c\u5982\u4f55\u5b89\u5168\u7a33\u5b9a\u5730\u8fd0\u7528AI\u4e9f\u5f85\u6df1\u5165\u7814\u7a76\u3002\u6606\u5c71\u675c\u514b\u5927\u5b66\u7535\u5b50\u4e0e\u8ba1\u7b97\u673a\u5de5\u7a0b\u6559\u6388\u3001\u5927\u6570\u636e\u7814\u7a76\u4e2d\u5fc3\u4e3b\u4efb\u9ec4\u5f00\u7af9\u535a\u58eb\u591a\u5e74\u6765\u6b63\u662f\u5728\u8fd9\u4e00\u9886\u57df\u6df1\u8015\u3002<\/p>\n\n\n\n<p>\u591a\u5e74\u6765\uff0c\u9ec4\u5f00\u7af9\u6559\u6388\u4e00\u76f4\u4e13\u6ce8\u4e8e\u673a\u5668\u5b66\u4e60\u9c81\u68d2\u6027\uff08Robustness\uff09\u3001\u6cdb\u5316\u6027\u7b49\u65b9\u9762\u7814\u7a76\u3002\u5982\u4f55\u8ba9AI\u66f4\u53ef\u9760\u3001\u66f4\u53ef\u4fe1\uff0c\u8d2f\u7a7f\u4e86\u4ed6\u7684\u5b66\u672f\u751f\u6daf\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1080\" height=\"720\" src=\"https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105248\/kaizhu-huang-5.jpg\" alt=\"\" class=\"wp-image-22843\" title=\"\" srcset=\"https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105248\/kaizhu-huang-5.jpg 1080w, https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105248\/kaizhu-huang-5-400x267.jpg 400w, https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105248\/kaizhu-huang-5-768x512.jpg 768w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><figcaption class=\"wp-element-caption\">\u9ec4\u5f00\u7af9\u6559\u6388\u5728\u6e05\u534e\u5927\u5b66\u505a\u5173\u4e8e\u4eba\u5de5\u667a\u80fd\u4e0e\u5b89\u5168\u7684\u7279\u9080\u62a5\u544a<\/figcaption><\/figure>\n\n\n\n<p class=\"has-text-align-center has-medium-font-size\"><br><strong>\u8865\u8db3AI\u77ed\u677f<\/strong><\/p>\n\n\n\n<p>\u9ec4\u5f00\u7af9\u6559\u6388\u628a\u81ea\u5df1\u7684\u7814\u7a76\u9886\u57df\u5f62\u5bb9\u4e3a\u6728\u6876\u7684\u6700\u77ed\u7684\u90a3\u5757\u677f\u3002\u5982\u679c\u8bf4\u5c06AI\u7684\u53d1\u5c55\u4e0e\u5e94\u7528\u770b\u4f5c\u662f\u4e00\u4e2a\u6728\u6876\uff0c\u62c9\u9ad8AI\u65e0\u9650\u53ef\u80fd\u7684\u957f\u677f\u56fa\u7136\u91cd\u8981\uff0c\u4f46\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0cAI\u7684\u5e95\u7ebf\uff0c\u5373AI\u5e94\u7528\u8fc7\u7a0b\u4e2d\u7684\u201c\u6700\u574f\u60c5\u51b5\u201d\uff08Worst Case\uff09\u540c\u6837\u503c\u5f97\u5173\u6ce8\u3002<\/p>\n\n\n\n<p>\u7814\u7a76\u8868\u660e\uff0c\u5018\u82e5\u5728\u673a\u5668\u5b66\u4e60\u8fc7\u7a0b\u4e2d\u6dfb\u52a0\u4e00\u4e9b\u7ec6\u5fae\u201c\u566a\u58f0\u201d\u4fe1\u606f\uff0c\u6781\u6613\u5bfc\u81f4\u7b97\u6cd5\u51fa\u73b0\u8bef\u89e3\u548c\u8bef\u5224\uff0cChatGPT\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\u4f1a\u201c\u4e00\u672c\u6b63\u7ecf\u5730\u80e1\u8bf4\u516b\u9053\u201d\u5f62\u8c61\u5730\u8be0\u91ca\u4e86\u8fd9\u4e00\u70b9\u3002<\/p>\n\n\n\n<p>\u73b0\u5b9e\u4e16\u754c\u7684\u73af\u5883\u66f4\u52a0\u590d\u6742\uff0c\u201c\u6700\u574f\u60c5\u51b5\u201d\u51fa\u73b0\u7684\u9891\u7387\u4e0d\u65ad\u589e\u52a0\uff0c\u6bcb\u5eb8\u7f6e\u7591\uff0cAI\u72af\u9519\u7684\u53ef\u80fd\u6027\u4ea6\u968f\u4e4b\u63d0\u9ad8\u3002AI\u6700\u77ed\u7684\u677f\uff0c\u51b3\u5b9a\u4e86\u5176\u80fd\u5426\u5728\u9047\u5230\u610f\u5916\u60c5\u51b5\u65f6\u4ecd\u7136\u6b63\u5e38\u8fd0\u4f5c\uff0c\u80fd\u5426\u5728\u5b89\u5168\u5173\u952e\u9886\u57df\u59cb\u7ec8\u4fdd\u6301\u5176\u7a33\u5b9a\u6027\u4e0e\u53ef\u9760\u6027\u3002<\/p>\n\n\n\n<p>2023\u5e74\uff0c\u5f97\u76ca\u4e8e\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u9762\u4e0a\u548c\u91cd\u5927\u9879\u76ee\u7684\u8d44\u52a9\uff0c\u9ec4\u5f00\u7af9\u6559\u6388\u53ca\u5176\u56e2\u961f\u5f00\u5c55\u4e86\u4e00\u7cfb\u5217\u57fa\u4e8e\u5bf9\u6297\u8bad\u7ec3\u7684\u6df1\u5ea6\u5b66\u4e60\u9c81\u68d2\u6cdb\u5316\u6027\u7814\u7a76\u53ca\u5e94\u7528\u7684\u79d1\u7814\u5de5\u4f5c\uff0c\u4ece\u800c\u63a8\u52a8AI\u5728\u5404\u7c7b\u590d\u6742\u573a\u666f\u4e0b\u53ef\u4fe1\u53ef\u9760\u7814\u7a76\u518d\u5411\u524d\u4e00\u6b65\uff0c\u8fdb\u800c\u5728\u7406\u8bba\u548c\u5b9e\u8df5\u4e0a\u8865\u8db3AI\u6700\u77ed\u7684\u677f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"940\" height=\"705\" src=\"https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105330\/kaizhu-huang-6.jpg\" alt=\"\" class=\"wp-image-22845\" title=\"\" srcset=\"https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105330\/kaizhu-huang-6.jpg 940w, https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105330\/kaizhu-huang-6-400x300.jpg 400w, https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105330\/kaizhu-huang-6-768x576.jpg 768w\" sizes=\"(max-width: 940px) 100vw, 940px\" \/><figcaption class=\"wp-element-caption\">\u9ec4\u5f00\u7af9\u6559\u6388\u5728\u5b9e\u9a8c\u5ba4<\/figcaption><\/figure>\n\n\n\n<p>\u9664\u4e86AI\u5728\u6700\u574f\u60c5\u51b5\u4e0b\u7684\u5e95\u7ebf\u95ee\u9898\uff0c\u53e6\u4e00\u4e2a\u63a3\u8098\u56e0\u7d20\u662fAI\u7684\u56e0\u679c\u63a8\u7406\u3002<\/p>\n\n\n\n<p>\u9ec4\u5f00\u7af9\u6559\u6388\u4e3e\u4e86\u4e00\u4e2a\u4f8b\u5b50\uff0c\u5728\u708e\u70ed\u7684\u5929\u6c14\uff0c\u51b0\u6dc7\u6dcb\u9500\u91cf\u4f1a\u589e\u52a0\uff0c\u4f46\u4e5f\u4f1a\u6709\u66f4\u591a\u4eba\u6eba\u6c34\u3002\u7136\u800c\uff0c\u73b0\u6709\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u53ef\u80fd\u4f1a\u9519\u8bef\u5730\u8ba4\u4e3a\u51b0\u6dc7\u6dcb\u9500\u91cf\u548c\u6eba\u6c34\u4e4b\u95f4\u5b58\u5728\u5bc6\u5207\u5173\u7cfb\uff0c\u8fd9\u5176\u5b9e\u662f\u4e00\u4e2a\u6096\u8bba\u3002<\/p>\n\n\n\n<p>\u201c\u6211\u4eec\u9700\u8981\u7814\u7a76AI\u7b97\u6cd5\u7684\u672c\u8d28\uff0c\u5305\u62ec\u7406\u89e3\u5176\u80cc\u540e\u7684\u56e0\u679c\u6027\uff0c\u800c\u4e0d\u662f\u7b80\u5355\u5730\u89c2\u5bdf\u76f8\u5173\u6027\uff0c\u5426\u5219\u7b97\u6cd5\u53ef\u80fd\u4f1a\u7ed9\u51fa\u5947\u602a\u7684\u7ed3\u8bba\u3002\u201d<\/p>\n\n\n\n<p>\u56e0\u6b64\uff0c\u9ec4\u5f00\u7af9\u6559\u6388\u7814\u7a76\u7684\u53e6\u4e00\u4e2a\u91cd\u70b9\u662f\u589e\u5f3aAI\u7684\u56e0\u679c\u63a8\u7406\u80fd\u529b\uff0c\u5373\u5c06\u56e0\u679c\u6027\u7eb3\u5165\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u4e2d\u3002\u4f46\u5728\u4ed6\u770b\u6765\uff0c\u7eb5\u7136\u77e5\u6653\u8fd9\u4e00\u7814\u7a76\u65b9\u5411\uff0c\u4f46\u63d0\u9ad8AI\u56e0\u679c\u63a8\u7406\u80fd\u529b\u4ecd\u7136\u9762\u4e34\u8bf8\u591a\u6311\u6218\u3002<\/p>\n\n\n\n<p>\u9996\u5148\uff0c\u6700\u574f\u60c5\u51b5\u96be\u4ee5\u7a77\u5c3d\uff0c\u540c\u65f6\u5f88\u96be\u8fdb\u884c\u63cf\u8ff0\u548c\u5b9a\u4e49\uff1b\u5176\u6b21\uff0c\u6d77\u91cf\u6570\u636e\u4e4b\u95f4\u7684\u56e0\u679c\u5173\u7cfb\u96be\u4ee5\u5feb\u901f\u83b7\u5f97\uff1b\u6700\u540e\uff0c\u5728\u5b9e\u9a8c\u5ba4\u73af\u5883\u4e0b\u7684\u7b97\u6cd5\u96be\u4ee5\u9002\u5e94\u590d\u6742\u591a\u53d8\u7684\u73b0\u5b9e\u573a\u666f\u3002<\/p>\n\n\n\n<p>\u4efb\u4f55\u7406\u8bba\u7684\u7814\u7a76\u7ec8\u987b\u843d\u5730\u751f\u6839\uff0c\u8fd9\u79cd\u95ee\u9898\u610f\u8bc6\u7684\u805a\u7126\u4e0e\u4ed6\u5bf9\u5b66\u672f\u7684\u8ffd\u6c42\u53ca\u5bf9\u884c\u4e1a\u7684\u6df1\u8015\u5bc6\u4e0d\u53ef\u5206\u3002\u9ec4\u5f00\u7af9\u6559\u6388\u66fe\u4e0e\u5546\u4e1a\u94f6\u884c\u5408\u4f5c\uff0c\u5c06\u81ea\u7814\u7b97\u6cd5\u7528\u4e8e\u91d1\u878d\u6570\u636e\u7684\u8bc6\u522b\uff0c\u4f46\u8fc7\u7a0b\u4e2d\u53d1\u73b0\u5b9e\u9645\u6570\u636e\u4e0e\u5b9e\u9a8c\u5ba4\u8bad\u7ec3\u6570\u636e\u5b58\u5728\u5f88\u5927\u5dee\u5f02\u3002\u56e0\u6b64\uff0c\u591a\u5e74\u6765\u4ed6\u59cb\u7ec8\u6d3b\u8dc3\u4e8e\u7814\u7a76\u9886\u57df\u4e00\u7ebf\uff0c\u81f4\u529b\u4e8e\u5bfb\u627e\u9762\u5411\u771f\u5b9e\u573a\u666f\u7684AI\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<p 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LeCun\uff09\u7684\u89c2\u70b9\uff0c\u5373ChatGPT\u4ec5\u662f\u4e00\u4e2a\u4f18\u5316\u7ec4\u5408\u5f97\u5f88\u597d\u7684\u4ea7\u54c1\uff0c\u5b9e\u5219\u5728\u7406\u8bba\u9886\u57df\u7f3a\u4e4f\u9769\u547d\u6027\u7684\u521b\u65b0\u3002<\/p>\n\n\n\n<p>\u8fd1\u5e74\u6765\uff0cAI\u5728\u5e94\u7528\u5c42\u9762\u53d1\u751f\u4e86\u5de8\u5927\u53d8\u5316\uff0c\u4ece\u53c2\u4e0e\u4eba\u673a\u5927\u6218\u7684AlphaGo\u5230\u80dc\u4efb\u5404\u79cd\u4efb\u52a1\u7684\u4eba\u5f62\u673a\u5668\u4eba\uff0c\u65b0\u6982\u5ff5\u3001\u65b0\u6280\u672f\u3001\u65b0\u4ea7\u54c1\u5c42\u51fa\u4e0d\u7a77\uff0c\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u7684\u6d8c\u73b0\u4f3c\u4e4e\u53ea\u5dee\u4e34\u95e8\u4e00\u811a\u3002\u4f46\u9ec4\u5f00\u7af9\u6559\u6388\u8ba4\u4e3a\uff0c\u8fd1\u5e74\u6765AI\u7684\u53d1\u5c55\u5f88\u5927\u7a0b\u5ea6\u4e0a\u5f97\u76ca\u4e8e\u7b97\u529b\u7684\u98de\u901f\u63d0\u5347\u548c\u6570\u636e\u4f53\u91cf\u7684\u6269\u5c55\uff0c\u800cAI\u4e09\u8981\u7d20\u4e4b\u4e00\u7684\u7b97\u6cd5\u5c1a\u9700\u8fdb\u4e00\u6b65\u63d0\u5347\uff0c\u5c24\u5176\u662f\u53ef\u9760\u6027\u548c\u56e0\u679c\u63a8\u7406\u8fd8\u6709\u5f88\u5927\u7684\u6539\u5584\u7a7a\u95f4\uff0c\u56e0\u6b64AGI\u65f6\u4ee3\u7684\u5230\u6765\u5c1a\u9700\u65f6\u65e5\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8eAI\u672a\u6765\u53d1\u5c55\u8d8b\u52bf\uff0c\u9ec4\u5f00\u7af9\u6559\u6388\u79c9\u6301\u7740\u4e00\u79cd\u4ecb\u4e8e\u6280\u672f\u4e50\u89c2\u4e3b\u4e49\u548c\u4eba\u7c7b\u7ec8\u7ed3\u8bba\u4e4b\u95f4\u7684\u5ba1\u614e\u6001\u5ea6\u3002<\/p>\n\n\n\n<p>\u201c\u4ece\u957f\u8fdc\u6765\u770b\uff0c\u673a\u5668\u548c\u4eba\u7c7b\u53ef\u80fd\u4f1a\u8d8b\u4e8e\u76f8\u4f3c\uff0c\u4f8b\u5982\u4eba\u7c7b\u53ef\u80fd\u4f1a\u62e5\u6709\u673a\u5668\u4e00\u6837\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u800c\u673a\u5668\u53ef\u80fd\u4f1a\u62e5\u6709\u4eba\u7c7b\u7684\u60c5\u611f\u3002\u201d\u4f46\u8981\u5b9e\u73b0\u8fd9\u70b9\uff0c\u5c31\u5fc5\u987b\u6e05\u9192\u5730\u8ba4\u8bc6\u5230\u5f53\u4e0b\u7b97\u6cd5\u5b58\u5728\u7684\u53ef\u9760\u6027\u548c\u6cdb\u5316\u6027\u95ee\u9898\uff0c\u5e76\u52aa\u529b\u63a8\u52a8\u5bfb\u6c42\u76f8\u5e94\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<p>\u8fd9\u79cd\u5bf9\u4e8eAI\u672c\u8d28\u7684\u7406\u6027\u601d\u8003\uff0c\u5ef6\u7eed\u5230\u4e86\u9ec4\u5f00\u7af9\u6559\u6388\u7684\u8bfe\u5802\u6559\u5b66\u4e2d\u3002\u5728\u6606\u5c71\u675c\u514b\u5927\u5b66\u9762\u5bf9\u672c\u79d1\u751f\u548c\u7855\u58eb\u751f\u7684\u6388\u8bfe\u4e2d\uff0c\u4ed6\u90fd\u4f1a\u4fa7\u91cd\u7ecf\u5178\u673a\u5668\u5b66\u4e60\u548c\u6570\u5b66\u57fa\u7840\u7684\u8bb2\u89e3\uff0c\u4ed6\u8ba4\u4e3a\u8fd9\u624d\u662fAI\u9886\u57df\u7684\u57fa\u77f3\u3002\u65e0\u8bbaAI\u7684\u5916\u5728\u6280\u672f\u8868\u73b0\u5982\u4f55\u53d8\u5316\uff0c\u90fd\u662f\u5efa\u7acb\u5728\u57fa\u7840\u77e5\u8bc6\u4e4b\u4e0a\u7684\uff0c\u56e0\u6b64\u6559\u5b66\u4e2d\u518d\u600e\u4e48\u5f3a\u8c03\u90fd\u4e0d\u4e3a\u8fc7\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img decoding=\"async\" width=\"2560\" height=\"1920\" src=\"https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105820\/kaizhu-huang-3-scaled.jpg\" alt=\"\" class=\"wp-image-22847\" title=\"\" srcset=\"https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105820\/kaizhu-huang-3-scaled.jpg 2560w, https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105820\/kaizhu-huang-3-400x300.jpg 400w, https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105820\/kaizhu-huang-3-768x576.jpg 768w, https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105820\/kaizhu-huang-3-1536x1152.jpg 1536w, https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105820\/kaizhu-huang-3-2048x1536.jpg 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><figcaption class=\"wp-element-caption\">\u9ec4\u5f00\u7af9\u6559\u6388\u548c\u7535\u5b50\u4e0e\u8ba1\u7b97\u673a\u5de5\u7a0b\u7855\u58eb\u9879\u76ee\uff08ECE\uff09\u5b66\u751f\u8fdb\u884c\u4e13\u4e1a\u8ba8\u8bba<\/figcaption><\/figure>\n\n\n\n<p>\u201c\u5b66\u751f\u4eec\u5e94\u8be5\u66f4\u591a\u5730\u5173\u6ce8\u7b97\u6cd5\u80cc\u540e\u7684\u7269\u7406\u610f\u4e49\u548c\u672c\u8d28\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5c40\u9650\u4e8e\u4e0d\u540c\u6a21\u578b\u7684\u5177\u4f53\u5f62\u5f0f\u3002\u201d<\/p>\n\n\n\n<p>\u5728\u4ed6\u7684\u6df1\u5ea6\u5b66\u4e60\u8bfe\u7a0b\u4e2d\uff0c\u8fd1\u4e00\u534a\u7684\u5185\u5bb9\u90fd\u662f\u56f4\u7ed5\u7406\u8bba\u57fa\u7840\u548c\u7ecf\u5178\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u5c55\u5f00\u7684\uff0c\u4ed6\u5e0c\u671b\u901a\u8fc7\u8fd9\u6837\u7684\u6559\u5b66\u6a21\u5f0f\uff0c\u8ba9\u5b66\u751f\u51c6\u786e\u7406\u89e3\u548c\u638c\u63e1\u6df1\u5ea6\u5b66\u4e60\u7684\u539f\u7406\u548c\u672c\u8d28\u3002<\/p>\n\n\n\n<p>\u5728\u6307\u5bfc\u5b66\u751f\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4ed6\u4e00\u76f4\u5f3a\u8c03\u5de5\u79d1\u601d\u7ef4\u548c\u7406\u79d1\u601d\u7ef4\u7684\u6709\u673a\u7edf\u4e00\u3002AI\u80cc\u540e\u662f\u6570\u5b66\u548c\u7edf\u8ba1\u5b66\u7684\u5e94\u7528\uff0c\u4f46\u4e5f\u9700\u8981\u52a8\u624b\u80fd\u529b\u7684\u53c2\u4e0e\uff0c\u65b9\u53ef\u4e0e\u73b0\u5b9e\u4e16\u754c\u4ea7\u751f\u4ea4\u4e92\u3002\u4ed6\u5766\u8a00\uff0c\u7814\u7a76\u751f\u62db\u751f\u8fc7\u7a0b\u4e2d\uff0c\u6700\u5173\u6ce8\u7533\u8bf7\u5b66\u751f\u7684\u6570\u5b66\u7d20\u517b\u3001\u52a8\u624b\u80fd\u529b\u4ee5\u53ca\u5bf9\u7269\u7406\u542b\u4e49\u7684\u7406\u89e3\u3002<\/p>\n\n\n\n<p>\u65e0\u8bba\u662f\u79d1\u7814\u5de5\u4f5c\u8fd8\u662f\u6559\u5b66\u6307\u5bfc\uff0c\u9ec4\u5f00\u7af9\u6559\u6388\u59cb\u7ec8\u90fd\u5728\u601d\u8003AI\u7684\u672c\u8d28\uff0c\u800c\u975e\u6d41\u4e8e\u5176\u5728\u5e94\u7528\u5c42\u9762\u7684\u8868\u8c61\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center has-medium-font-size\"><strong>\u5f15\u9886AI\u6559\u80b2<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105858\/kaizhu-huang-4.jpg\" alt=\"\" class=\"wp-image-22849\" style=\"width:500px\" width=\"500\" title=\"\" srcset=\"https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105858\/kaizhu-huang-4.jpg 1080w, https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105858\/kaizhu-huang-4-300x400.jpg 300w, https:\/\/newstatic.dukekunshan.edu.cn\/news\/2024\/06\/17105858\/kaizhu-huang-4-768x1025.jpg 768w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/><figcaption class=\"wp-element-caption\">\u9ec4\u5f00\u7af9\u6559\u6388\u5728\u610f\u5927\u5229\u5df4\u91cc\u505a\u4eba\u5de5\u667a\u80fd\u4e0e\u5b89\u5168\u5927\u4f1a\u8bb2\u4e60\u62a5\u544a<\/figcaption><\/figure>\n\n\n\n<p>AI\u5e94\u7528\u7684\u72c2\u98d9\u7a81\u8fdb\uff0c\u6b63\u5728\u4ee5\u524d\u6240\u672a\u6709\u7684\u65b9\u5f0f\u5237\u65b0\u7740\u4eba\u4eec\u5bf9\u4e8e\u6280\u672f\u8fb9\u754c\u7684\u8ba4\u77e5\uff0c\u4f46\u9ec4\u5f00\u7af9\u6559\u6388\u5e0c\u671b\u80fd\u5728\u8fd9\u6837\u7684\u6fc0\u6d41\u4e2d\u7a33\u4f4f\u8239\u8235\u3002<\/p>\n\n\n\n<p>\u4e1a\u754c\u4ee5\u8ffd\u6c42\u7ecf\u6d4e\u6548\u76ca\u4e3a\u5148\uff0c\u800c\u5927\u5b66\u4f5c\u4e3a\u79d1\u7814\u6559\u80b2\u7684\u4e3b\u9635\u5730\uff0c\u9700\u8981\u517c\u987e\u7ecf\u6d4e\u6548\u76ca\u4e0e\u793e\u4f1a\u6548\u76ca\uff0c\u8fd9\u662f\u4e1a\u754c\u7814\u7a76\u4e0e\u5927\u5b66\u7814\u7a76\u7684\u533a\u522b\u3002\u56e0\u6b64\uff0c\u4ed6\u5728\u6559\u5b66\u548c\u79d1\u7814\u4e2d\u4e13\u6ce8\u4e8e\u4e00\u7cfb\u5217\u6709\u5229\u4e8e\u4e2d\u957f\u671f\u53d1\u5c55\u7684\u5de5\u4f5c\u3002<\/p>\n\n\n\n<p>\u4ed6\u8ba4\u4e3a\uff0c\u6606\u5c71\u675c\u514b\u5927\u5b66\u5bbd\u677e\u7684\u7814\u7a76\u6c1b\u56f4\u8d4b\u4e88\u4e86\u4ed6\u8fd9\u79cd\u6311\u6218\u201c\u786c\u9aa8\u5934\u201d\u7684\u5e95\u6c14\uff0c\u8ba9\u81ea\u5df1\u53ef\u4ee5\u4e0d\u88ab\u53d1\u8868\u538b\u529b\u6240\u8d1f\u7d2f\uff0c\u800c\u662f\u6709\u66f4\u591a\u7684\u81ea\u7531\u53ef\u4ee5\u63a2\u7d22\u81ea\u5df1\u7684\u7814\u7a76\u5fd7\u8da3\uff0c\u624d\u80fd\u5728\u8fd9\u4e2a\u5e76\u975eAI\u4e3b\u6d41\u7814\u7a76\u65b9\u5411\u7684\u9886\u57df\uff0c\u6301\u7eed\u5f00\u6398\uff0c\u6301\u7eed\u8d21\u732e\u3002<\/p>\n\n\n\n<p>\u8ba9\u7b97\u6cd5\u53ef\u4fe1\u5e76\u5728\u5404\u7c7b\u573a\u666f\u4e2d\u5177\u5907\u5e94\u7528\u80fd\u529b\uff0c\u5e76\u4e0d\u662f\u4e00\u4ef6\u4e00\u8e74\u800c\u5c31\u7684\u4efb\u52a1\u3002\u56e0\u6b64\uff0c\u9ec4\u5f00\u7af9\u6559\u6388\u9700\u8981\u9886\u7740\u66f4\u591a\u5bf9\u4e8e\u8fd9\u4e2a\u65b9\u5411\u6709\u70ed\u60c5\u7684\u5b66\u751f\u53e9\u5f00\u8fd9\u4e2a\u9886\u57df\u7684\u5927\u95e8\u3002\u4ed6\u7684\u76ee\u6807\u662f\u57f9\u517b\u517c\u5177\u7406\u79d1\u601d\u7ef4\u548c\u5de5\u79d1\u7d20\u517b\u7684\u9876\u5c16\u4eba\u624d\uff0c\u8fd9\u548c\u6606\u5c71\u675c\u514b\u5927\u5b66\u7535\u5b50\u4e0e\u8ba1\u7b97\u673a\u5de5\u7a0b\uff08ECE\uff09\u7855\u58eb\u9879\u76ee\u7684\u57f9\u517b\u7406\u5ff5\u4e0d\u8c0b\u800c\u5408\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u5b66\u751f\u7684\u7406\u79d1\u601d\u7ef4\u51fa\u7c7b\u62d4\u8403\u4f46\u7f3a\u4e4f\u52a8\u624b\u7ecf\u9a8c\uff0c\u4ed6\u4f1a\u9f13\u52b1\u5b66\u751f\u5b9e\u8df5\u7f16\u5199\u4ee3\u7801\uff0c\u53cd\u4e4b\uff0c\u5bf9\u4e8e\u5e94\u7528\u80fd\u529b\u7a81\u51fa\u4f46\u6570\u5b66\u57fa\u7840\u4e0d\u591f\u624e\u5b9e\u7684\u5b66\u751f\uff0c\u4ed6\u4f1a\u989d\u5916\u4e3a\u4ed6\u4eec\u8bb2\u89e3\u6570\u5b66\u77e5\u8bc6\uff0c\u5e76\u63d0\u4f9b\u8054\u7cfb\u548c\u63a8\u5bfc\u7684\u673a\u4f1a\u3002\u5728ECE 590K\uff1a\u6df1\u5ea6\u5b66\u4e60\u5bfc\u8bba\uff08Introduction to Deep Learning\uff09\u8fd9\u95e8\u8bfe\u7684\u8bfe\u5802\u4e0a\uff0c\u4ed6\u4f1a\u7279\u610f\u8ba9\u8fd9\u4e24\u7c7b\u5b66\u751f\u7ed3\u6210\u5c0f\u7ec4\uff0c\u76f8\u4e92\u8865\u8db3\uff0c\u5171\u540c\u8fdb\u6b65\u3002<\/p>\n\n\n\n<p>\u5728\u8bfe\u5916\uff0c\u9ec4\u5f00\u7af9\u6559\u6388\u5219\u66f4\u6ce8\u91cdECE\u5b66\u751f\u80fd\u529b\u7684\u68af\u5ea6\u63d0\u5347\uff0c\u4ed6\u6bcf\u4e00\u6b21\u5e03\u7f6e\u7ec3\u4e60\uff0c\u603b\u662f\u5c06\u96be\u5ea6\u63a7\u5236\u5728\u8d85\u8d8a\u4e00\u4e9b\u4ed6\u4eec\u73b0\u6709\u6c34\u5e73\u7684\u8303\u56f4\uff0c\u7528\u4ed6\u7684\u8bdd\u8bf4\u662f\u9700\u8981\u201c\u57ab\u7740\u811a\u53bb\u591f\u4e00\u591f\u201d\uff0c\u8fd9\u6837\u624d\u80fd\u6700\u6709\u6548\u5730\u62d3\u5c55\u5b66\u751f\u77e5\u8bc6\uff0c\u63d0\u5347\u4ed6\u4eec\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u9ec4\u5f00\u7af9\u6559\u6388\u8ba4\u4e3a\uff0c\u4ece\u4e8bAI\u7814\u7a76\u7684\u76f8\u5173\u80fd\u529b\u548c\u7d20\u517b\u90fd\u662f\u53ef\u4ee5\u6162\u6162\u57f9\u517b\u7684\uff0c\u4f46\u552f\u6709\u5f3a\u70c8\u7684\u5174\u8da3\u548c\u52a8\u529b\uff0c\u624d\u53ef\u80fd\u5728\u8fd9\u4e2a\u9886\u57df\u505a\u5230\u6781\u81f4\u3002\u8fd9\u662f\u4ed6\u81ea\u5df1\u7684\u771f\u5b9e\u5199\u7167\uff0c\u4e5f\u662f\u5bf9\u5b66\u751f\u6700\u6bb7\u5207\u7684\u671f\u76fc\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator 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