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Learning\uff09\u901a\u8fc7\u5229\u7528\u4e0d\u5b8c\u6574\u6216\u4e0d\u7cbe\u786e\u7684\u6807\u6ce8\u4fe1\u606f\u6765\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u6a21\u578b\u3002\u5728\u8fd9\u79cd\u5b66\u4e60\u65b9\u5f0f\u4e2d\uff0c\u7b97\u6cd5\u5c1d\u8bd5\u4ece\u4ec5\u6709\u90e8\u5206\u6807\u6ce8\u7684\u6570\u636e\u96c6\u3001\u7c97\u7c92\u5ea6\u7684\u6807\u7b7e\u6216\u8005\u5e26\u6709\u566a\u58f0\u7684\u6807\u7b7e\u4e2d\u5b66\u4e60\u3002\u4f8b\u5982\uff0c\u53ef\u80fd\u4f7f\u7528\u4e00\u4e2a\u7c97\u7565\u7684\u5206\u7c7b\u6807\u7b7e\u6765\u8bad\u7ec3\u4e00\u4e2a\u66f4\u7ec6\u81f4\u7684\u5206\u7c7b\u5668\uff0c\u6216\u8005\u4ece\u4e0d\u5b8c\u5168\u7684\u6807\u6ce8\u6570\u636e\u4e2d\u63a8\u65ad\u51fa\u6709\u7528\u7684\u6a21\u5f0f\u3002\u8fd9\u79cd\u65b9\u6cd5\u5141\u8bb8\u6a21\u578b\u5728\u6807\u6ce8\u8d44\u6e90\u6709\u9650\u7684\u60c5\u51b5\u4e0b\u8fdb\u884c\u6709\u6548\u5b66\u4e60\uff0c\u5e38\u89c1\u4e8e\u6570\u636e\u6807\u6ce8\u6210\u672c\u9ad8\u6602\u6216\u96be\u4ee5\u83b7\u53d6\u7cbe\u786e\u6807\u6ce8\u7684\u9886\u57df\u3002<\/p>\n<p>\u4e3a\u4e86\u5904\u7406\u5f31\u6807\u6ce8\u5e26\u6765\u7684\u4e0d\u786e\u5b9a\u6027\uff0c\u5f31\u76d1\u7763\u5b66\u4e60\u7b97\u6cd5\u901a\u5e38\u7ed3\u5408\u591a\u79cd\u7b56\u7565\uff0c\u5982\u4e3b\u52a8\u5b66\u4e60\uff08\u9009\u62e9\u6027\u5730\u83b7\u53d6\u66f4\u591a\u4fe1\u606f\uff09\u3001\u534a\u76d1\u7763\u5b66\u4e60\uff08\u5229\u7528\u672a\u6807\u6ce8\u6570\u636e\uff09\u548c\u591a\u793a\u4f8b\u5b66\u4e60\uff08\u5904\u7406\u5305\u542b\u591a\u4e2a\u5b9e\u4f8b\u7684\u6570\u636e\u5305\uff09\u3002\u8fd9\u4e9b\u65b9\u6cd5\u4f7f\u6a21\u578b\u80fd\u591f\u4ece\u5f31\u6807\u6ce8\u4e2d\u63d0\u53d6\u6709\u7528\u4fe1\u606f\uff0c\u540c\u65f6\u51cf\u5c11\u9519\u8bef\u6807\u6ce8\u7684\u5f71\u54cd\uff0c\u4ece\u800c\u5728\u4e0d\u5b8c\u7f8e\u7684\u6570\u636e\u73af\u5883\u4e2d\u6784\u5efa\u51fa\u6027\u80fd\u826f\u597d\u7684\u9884\u6d4b\u6a21\u578b\u3002<\/p>\n<h2>\u5f31\u76d1\u7763\u5b66\u4e60\u7684\u4e3b\u8981\u5e94\u7528<\/h2>\n<p>\u5f31\u76d1\u7763\u5b66\u4e60\u5728\u591a\u4e2a\u9886\u57df\u90fd\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u4e3b\u8981\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u533b\u5b66\u56fe\u50cf\u5206\u6790<\/strong>\uff1a\u5728\u533b\u5b66\u56fe\u50cf\u5904\u7406\u4e2d\uff0c\u83b7\u53d6\u7cbe\u786e\u6807\u6ce8\u7684\u6570\u636e\u6210\u672c\u9ad8\u6602\uff0c\u4e14\u4e13\u5bb6\u8d44\u6e90\u6709\u9650\u3002\u5f31\u76d1\u7763\u5b66\u4e60\u53ef\u4ee5\u57fa\u4e8e\u6709\u9650\u7684\u6807\u6ce8\u6570\u636e\u6765\u8bad\u7ec3\u6a21\u578b\uff0c\u7528\u4e8e\u75be\u75c5\u8bca\u65ad\u3001\u80bf\u7624\u68c0\u6d4b\u548c\u533b\u5b66\u5f71\u50cf\u5206\u5272\u3002<\/li>\n<li><strong>\u6587\u672c\u6316\u6398\u548c\u81ea\u7136\u8bed\u8a00\u5904\u7406<\/strong>\uff1a\u5728\u5904\u7406\u5927\u91cf\u6587\u672c\u6570\u636e\u65f6\uff0c\u5168\u6587\u7cbe\u786e\u6807\u6ce8\u975e\u5e38\u8017\u65f6\u3002\u5f31\u76d1\u7763\u5b66\u4e60\u53ef\u4ee5\u5e94\u7528\u4e8e\u60c5\u611f\u5206\u6790\u3001\u4e3b\u9898\u5206\u7c7b\u3001\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u7b49\u4efb\u52a1\uff0c\u901a\u8fc7\u4f7f\u7528\u6a21\u5f0f\u5339\u914d\u3001\u89c4\u5219\u751f\u6210\u7684\u6807\u7b7e\u6216\u4f17\u5305\u7b49\u65b9\u5f0f\u6765\u8bad\u7ec3\u6a21\u578b\u3002<\/li>\n<li><strong>\u56fe\u50cf\u8bc6\u522b\u548c\u8ba1\u7b97\u673a\u89c6\u89c9<\/strong>\uff1a\u5728\u56fe\u50cf\u8bc6\u522b\u4efb\u52a1\u4e2d\uff0c\u5f31\u76d1\u7763\u5b66\u4e60\u53ef\u4ee5\u7528\u4e8e\u5bf9\u8c61\u68c0\u6d4b\u3001\u56fe\u50cf\u5206\u7c7b\u548c\u573a\u666f\u7406\u89e3\uff0c\u5c24\u5176\u662f\u5728\u6807\u6ce8\u56fe\u50cf\u6570\u636e\u6210\u672c\u9ad8\u6216\u6570\u636e\u7a00\u7f3a\u7684\u60c5\u51b5\u4e0b\u3002<\/li>\n<li><strong>\u751f\u7269\u4fe1\u606f\u5b66<\/strong>\uff1a\u5728\u57fa\u56e0\u8868\u8fbe\u5206\u6790\u3001\u86cb\u767d\u8d28\u529f\u80fd\u9884\u6d4b\u7b49\u751f\u7269\u4fe1\u606f\u5b66\u9886\u57df\uff0c\u5f31\u76d1\u7763\u5b66\u4e60\u6709\u52a9\u4e8e\u4ece\u5927\u89c4\u6a21\u751f\u7269\u6570\u636e\u4e2d\u63d0\u53d6\u6709\u7528\u7684\u751f\u7269\u5b66\u4fe1\u606f\u3002<\/li>\n<li><strong>\u63a8\u8350\u7cfb\u7edf<\/strong>\uff1a\u5728\u63a8\u8350\u7cfb\u7edf\u4e2d\uff0c\u5f31\u76d1\u7763\u5b66\u4e60\u53ef\u4ee5\u5229\u7528\u7528\u6237\u884c\u4e3a\u6570\u636e\u4e2d\u7684\u9690\u5f0f\u53cd\u9988\uff08\u5982\u70b9\u51fb\u3001\u6d4f\u89c8\u5386\u53f2\uff09\u6765\u6539\u8fdb\u63a8\u8350\u7b97\u6cd5\u3002<\/li>\n<li><strong>\u81ea\u52a8\u9a7e\u9a76<\/strong>\uff1a\u5728\u81ea\u52a8\u9a7e\u9a76\u6280\u672f\u4e2d\uff0c\u5f31\u76d1\u7763\u5b66\u4e60\u53ef\u4ee5\u8f85\u52a9\u5904\u7406\u548c\u7406\u89e3\u9053\u8def\u573a\u666f\uff0c\u5982\u884c\u4eba\u68c0\u6d4b\u3001\u4ea4\u901a\u6807\u5fd7\u8bc6\u522b\u7b49\uff0c\u5c24\u5176\u662f\u5728\u96be\u4ee5\u83b7\u53d6\u5927\u91cf\u7cbe\u786e\u6807\u6ce8\u89c6\u9891\u6570\u636e\u7684\u60c5\u51b5\u4e0b\u3002<\/li>\n<li><strong>\u8bed\u97f3\u8bc6\u522b<\/strong>\uff1a\u5728\u8bed\u97f3\u8bc6\u522b\u9886\u57df\uff0c\u5f31\u76d1\u7763\u5b66\u4e60\u53ef\u4ee5\u7528\u4e8e\u63d0\u9ad8\u5728\u566a\u58f0\u73af\u5883\u4e0b\u7684\u8bc6\u522b\u51c6\u786e\u6027\uff0c\u5c24\u5176\u662f\u5728\u6807\u6ce8\u6570\u636e\u6709\u9650\u7684\u60c5\u51b5\u4e0b\u3002<\/li>\n<li><strong>\u5f02\u5e38\u68c0\u6d4b<\/strong>\uff1a\u5728\u4fe1\u7528\u5361\u6b3a\u8bc8\u68c0\u6d4b\u3001\u7f51\u7edc\u5b89\u5168\u7b49\u9886\u57df\uff0c\u5f31\u76d1\u7763\u5b66\u4e60\u53ef\u4ee5\u7528\u4e8e\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f\uff0c\u56e0\u4e3a\u5f88\u591a\u65f6\u5019\u53ea\u6709\u6b63\u5e38\u884c\u4e3a\u7684\u6570\u636e\u88ab\u6807\u6ce8\u3002<\/li>\n<\/ul>\n<h2>\u5f31\u76d1\u7763\u5b66\u4e60\u9762\u4e34\u7684\u6311\u6218<\/h2>\n<p>\u5f31\u76d1\u7763\u5b66\u4e60\u867d\u7136\u5728\u5904\u7406\u6807\u6ce8\u6570\u636e\u4e0d\u5b8c\u6574\u6216\u4e0d\u7cbe\u786e\u7684\u95ee\u9898\u4e0a\u5177\u6709\u660e\u663e\u4f18\u52bf\uff0c\u4f46\u4e5f\u9762\u4e34\u4e00\u4e9b\u6311\u6218\uff1a<\/p>\n<ul>\n<li><strong>\u566a\u58f0\u9c81\u68d2\u6027<\/strong>\uff1a\u5f31\u76d1\u7763\u5b66\u4e60\u4e2d\u7684\u6570\u636e\u5f80\u5f80\u5305\u542b\u566a\u58f0\uff0c\u5982\u9519\u8bef\u6216\u4e0d\u51c6\u786e\u7684\u6807\u7b7e\u3002\u6a21\u578b\u9700\u8981\u80fd\u591f\u8bc6\u522b\u5e76\u51cf\u5c11\u8fd9\u4e9b\u566a\u58f0\u7684\u5f71\u54cd\uff0c\u4ee5\u63d0\u9ad8\u5b66\u4e60\u6548\u679c\u3002<\/li>\n<li><strong>\u6807\u7b7e\u6b67\u4e49<\/strong>\uff1a\u5728\u4e0d\u5b8c\u5168\u76d1\u7763\u6216\u4e0d\u786e\u5207\u76d1\u7763\u7684\u60c5\u51b5\u4e0b\uff0c\u6807\u7b7e\u53ef\u80fd\u4ee3\u8868\u591a\u4e2a\u5b9e\u4f8b\u6216\u7c97\u7c92\u5ea6\u7684\u7c7b\u522b\uff0c\u8fd9\u589e\u52a0\u4e86\u6a21\u578b\u7406\u89e3\u6570\u636e\u7684\u771f\u5b9e\u7ed3\u6784\u7684\u96be\u5ea6\u3002<\/li>\n<li><strong>\u6a21\u578b\u9009\u62e9\u548c\u8bbe\u8ba1<\/strong>\uff1a\u627e\u5230\u9002\u5408\u5f31\u76d1\u7763\u6570\u636e\u7684\u6a21\u578b\u7ed3\u6784\u548c\u7b97\u6cd5\u662f\u4e00\u4e2a\u6311\u6218\uff0c\u56e0\u4e3a\u4e0d\u540c\u7684\u6570\u636e\u548c\u4efb\u52a1\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u6a21\u578b\u8bbe\u8ba1\u3002<\/li>\n<li><strong>\u6807\u6ce8\u51fd\u6570\u7684\u5f00\u53d1<\/strong>\uff1a\u5728\u4e00\u4e9b\u5f31\u76d1\u7763\u5b66\u4e60\u65b9\u6cd5\u4e2d\uff0c\u9700\u8981\u4eba\u5de5\u8bbe\u8ba1\u6807\u6ce8\u51fd\u6570\u6765\u751f\u6210\u4f2a\u6807\u7b7e\uff0c\u8fd9\u8981\u6c42\u9886\u57df\u77e5\u8bc6\u548c\u521b\u9020\u6027\u601d\u7ef4\uff0c\u5e76\u4e14\u53ef\u80fd\u5f88\u8017\u65f6\u3002<\/li>\n<li><strong>\u8bc4\u4f30\u548c\u9a8c\u8bc1<\/strong>\uff1a\u7531\u4e8e\u5f31\u76d1\u7763\u5b66\u4e60\u4f9d\u8d56\u4e8e\u4e0d\u5b8c\u5168\u6216\u4e0d\u7cbe\u786e\u7684\u6807\u6ce8\uff0c\u8bc4\u4f30\u6a21\u578b\u6027\u80fd\u53d8\u5f97\u66f4\u52a0\u590d\u6742\u3002\u9700\u8981\u5f00\u53d1\u6709\u6548\u7684\u9a8c\u8bc1\u65b9\u6cd5\u6765\u786e\u4fdd\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3002<\/li>\n<li><strong>\u6570\u636e\u4e0d\u5e73\u8861<\/strong>\uff1a\u5728\u5f31\u6807\u6ce8\u7684\u6570\u636e\u96c6\u4e2d\uff0c\u67d0\u4e9b\u7c7b\u522b\u7684\u6837\u672c\u53ef\u80fd\u8fdc\u591a\u4e8e\u5176\u4ed6\u7c7b\u522b\uff0c\u5bfc\u81f4\u6a21\u578b\u504f\u5411\u4e8e\u591a\u6570\u7c7b\uff0c\u96be\u4ee5\u6355\u6349\u5c11\u6570\u7c7b\u7684\u6a21\u5f0f\u3002<\/li>\n<li><strong>\u96c6\u6210\u5b66\u4e60<\/strong>\uff1a\u5728\u5f31\u76d1\u7763\u5b66\u4e60\u4e2d\uff0c\u5982\u4f55\u6709\u6548\u5730\u96c6\u6210\u591a\u4e2a\u5f31\u6807\u6ce8\u6e90\u6216\u5f31\u5b66\u4e60\u5668\u4ee5\u63d0\u9ad8\u6574\u4f53\u6027\u80fd\uff0c\u662f\u4e00\u4e2a\u9700\u8981\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/li>\n<li><strong>\u8ba1\u7b97\u8d44\u6e90<\/strong>\uff1a\u4e00\u4e9b\u5f31\u76d1\u7763\u5b66\u4e60\u65b9\u6cd5\u53ef\u80fd\u9700\u8981\u5927\u91cf\u7684\u8ba1\u7b97\u8d44\u6e90\uff0c\u5c24\u5176\u662f\u5728\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6\u65f6\u3002<\/li>\n<li><strong>\u53ef\u89e3\u91ca\u6027\u548c\u900f\u660e\u5ea6<\/strong>\uff1a\u5f31\u76d1\u7763\u5b66\u4e60\u6a21\u578b\u53ef\u80fd\u4e0d\u5982\u5b8c\u5168\u76d1\u7763\u6a21\u578b\u90a3\u6837\u6613\u4e8e\u89e3\u91ca\uff0c\u8fd9\u5728\u67d0\u4e9b\u5e94\u7528\u9886\u57df\uff08\u5982\u533b\u7597\u8bca\u65ad\uff09\u4e2d\u53ef\u80fd\u662f\u4e00\u4e2a\u95ee\u9898\u3002<\/li>\n<li><strong>\u52a8\u6001\u6570\u636e\u73af\u5883<\/strong>\uff1a\u5728\u6570\u636e\u4e0d\u65ad\u53d8\u5316\u7684\u73af\u5883\u4e2d\uff0c\u5982\u4f55\u66f4\u65b0\u548c\u7ef4\u62a4\u5f31\u76d1\u7763\u5b66\u4e60\u6a21\u578b\uff0c\u4ee5\u9002\u5e94\u65b0\u7684\u6570\u636e\u5206\u5e03\uff0c\u4e5f\u662f\u4e00\u4e2a\u6311\u6218\u3002<\/li>\n<\/ul>\n<h2>\u5f31\u76d1\u7763\u5b66\u4e60\u7684\u53d1\u5c55\u524d\u666f<\/h2>\n<div class=\"main-content\">\n<div class=\"pop-container\">\n<div class=\"popcontent-hole\">\n<div class=\"pop-content\">\n<div class=\"normal___qxduM\">\n<div class=\"\">\n<div id=\"chat-markdown-crhblm3kqfqauenavsmg-0-0\" class=\"markdown___vuBDJ\">\n<p class=\"last-node\">\u5f31\u76d1\u7763\u5b66\u4e60\u4f5c\u4e3a\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u4e00\u4e2a\u91cd\u8981\u5206\u652f\uff0c\u53d1\u5c55\u524d\u666f\u5e7f\u9614\u3002\u968f\u7740\u5927\u6570\u636e\u65f6\u4ee3\u7684\u5230\u6765\uff0c\u83b7\u53d6\u5927\u91cf\u7cbe\u786e\u6807\u6ce8\u6570\u636e\u7684\u6210\u672c\u548c\u96be\u5ea6\u4e0d\u65ad\u589e\u52a0\uff0c\u5f31\u76d1\u7763\u5b66\u4e60\u51ed\u501f\u5176\u5728\u5904\u7406\u4e0d\u5b8c\u6574\u6216\u4e0d\u7cbe\u786e\u6570\u636e\u65b9\u9762\u7684\u4f18\u52bf\uff0c\u9884\u8ba1\u5c06\u5728\u533b\u5b66\u56fe\u50cf\u5206\u6790\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u63a8\u8350\u7cfb\u7edf\u7b49\u9886\u57df\u53d1\u6325\u66f4\u52a0\u5173\u952e\u7684\u4f5c\u7528\u3002\u7814\u7a76\u8005\u4eec\u6b63\u81f4\u529b\u4e8e\u63d0\u9ad8\u7b97\u6cd5\u7684\u9c81\u68d2\u6027\u3001\u5f00\u53d1\u66f4\u9ad8\u6548\u7684\u6a21\u578b\u4ee5\u53ca\u8bbe\u8ba1\u66f4\u5408\u7406\u7684\u6807\u6ce8\u51fd\u6570\uff0c\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u5f31\u76d1\u7763\u5b66\u4e60\u7684\u6027\u80fd\u548c\u5e94\u7528\u8303\u56f4\u3002\u6b64\u5916\uff0c\u968f\u7740\u534a\u81ea\u52a8\u5316\u6807\u6ce8\u5de5\u5177\u548c\u4e3b\u52a8\u5b66\u4e60\u7b56\u7565\u7684\u53d1\u5c55\uff0c\u5f31\u76d1\u7763\u5b66\u4e60\u6709\u671b\u5b9e\u73b0\u66f4\u5e7f\u6cdb\u7684\u5b9e\u9645\u5e94\u7528\uff0c\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u8fdb\u6b65\u3002<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/p><\/div>","protected":false},"excerpt":{"rendered":"<p>\u5728\u4eba\u5de5\u667a\u80fd\u7684\u5b8f\u4f1f\u84dd\u56fe\u4e2d\uff0c\u673a\u5668\u5b66\u4e60\u626e\u6f14\u7740\u81f3\u5173\u91cd\u8981\u7684\u89d2\u8272\uff0c\u800c\u76d1\u7763\u5b66\u4e60\u66f4\u662f\u5176\u4e2d\u7684\u6838\u5fc3\u3002\u4f20\u7edf\u7684\u76d1\u7763\u5b66\u4e60\u4f9d\u8d56\u4e8e\u5927\u91cf\u7cbe\u786e\u6807\u6ce8\u7684\u6570\u636e\u6765\u8bad\u7ec3\u6a21\u578b\uff0c\u4ee5\u671f\u8fbe\u5230\u5bf9\u672a\u77e5\u6570\u636e\u7684\u51c6\u786e\u9884\u6d4b\u3002\u4f46\u5728\u73b0\u5b9e\u4e16\u754c\u4e2d\u7684\u6570\u636e\u5f80\u5f80\u5e76\u975e\u5982\u6b64\u7406\u60f3\uff1a\u6807\u6ce8\u6210\u672c\u9ad8\u6602\u3001\u4e13\u5bb6\u8d44\u6e90\u6709\u9650\u3001\u6570\u636e\u8d28\u91cf\u53c2\u5dee\u4e0d\u9f50\u3002\u5f31\u76d1\u7763\u5b66\u4e60\uff08Weakly Supervised Learning\uff09\u5728\u8fd9\u6837\u7684\u80cc\u666f\u4e0b\u5e94\u8fd0\u800c\u751f\uff0c\u5f31\u76d1\u7763\u5b66\u4e60\u662f\u4e00\u79cd\u5728\u6807\u6ce8\u4fe1\u606f\u4e0d\u5b8c\u6574\u6216\u4e0d\u7cbe\u786e\u7684\u6761\u4ef6\u4e0b\uff0c\u4f9d\u7136\u80fd\u591f\u6709\u6548\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u65b9\u6cd5\u3002\u5f31\u76d1\u7763\u5b66\u4e60\u7684\u51fa\u73b0\uff0c\u4e0d\u4ec5\u7f13\u89e3\u4e86\u5bf9\u5927\u91cf\u7cbe\u786e\u6807\u6ce8\u6570\u636e\u7684\u4f9d\u8d56\uff0c\u8fd8\u5f00\u8f9f\u4e86\u673a\u5668\u5b66\u4e60\u5e94\u7528\u7684\u65b0\u5929\u5730\u3002\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u6df1\u5165\u63a2\u8ba8\u5f31\u76d1\u7763\u5b66\u4e60\u7684\u6982\u5ff5\u3001\u65b9\u6cd5\u53ca\u5176\u5728\u73b0\u4ee3\u4eba\u5de5\u667a\u80fd\u9886\u57df\u4e2d\u7684\u91cd\u8981\u6027\u3002 \u4ec0\u4e48\u662f\u5f31\u76d1\u7763\u5b66\u4e60 \u5f31\u76d1\u7763\u5b66\u4e60\uff08Weakly Supervised Learning\uff09\u662f\u4e00\u79cd\u673a\u5668\u5b66\u4e60\u8303\u5f0f\uff0c\u65e8\u5728\u89e3\u51b3\u6807\u6ce8\u6570\u636e\u4e0d\u5b8c\u6574\u6216\u4e0d\u7cbe\u786e\u7684\u95ee\u9898\u3002\u5305\u62ec\u4e0d\u5b8c\u5168\u76d1\u7763\uff08\u90e8\u5206\u6570\u636e\u6709\u6807\u7b7e\uff09\u3001\u4e0d\u786e\u5207\u76d1\u7763\uff08\u6807\u7b7e\u4e3a\u7c97\u7c92\u5ea6\u6216\u9519\u8bef\uff09\u548c\u4e0d\u51c6\u786e\u76d1\u7763\uff08\u6807\u7b7e\u53ef\u80fd\u9519\u8bef\uff09\u3002\u901a\u8fc7\u57fa\u4e8e\u6709\u9650\u7684\u6807\u6ce8\u4fe1\u606f\u548c\u8f85\u52a9\u77e5\u8bc6\u6e90\u6765\u8bad\u7ec3\u6a21\u578b\uff0c\u63d0\u9ad8\u5b66\u4e60\u6548\u7387\u548c\u6a21\u578b\u6027\u80fd\u3002 \u5f31\u76d1\u7763\u5b66\u4e60\u7684\u5de5\u4f5c\u539f\u7406 \u5f31\u76d1\u7763\u5b66\u4e60\uff08Weakly Supervised 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