{"id":227886,"date":"2024-05-11T20:57:27","date_gmt":"2024-05-11T12:57:27","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/227886.html"},"modified":"2024-05-11T20:57:35","modified_gmt":"2024-05-11T12:57:35","slug":"%ef%bc%88%e8%ae%ba%e6%96%87%e8%ae%a8%e8%ae%ba%ef%bc%89cvae%e7%bd%91%e4%b8%8a%e5%a4%8d%e7%8e%b0%e7%9a%84%e4%bb%a3%e7%a0%81%e5%92%8c%e5%8e%9f%e6%96%87%e8%ae%ba%e6%96%87%e4%b8%ba%e4%bb%80%e4%b9%88","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/227886.html","title":{"rendered":"\uff08\u8bba\u6587\u8ba8\u8bba\uff09CVAE\u7f51\u4e0a\u590d\u73b0\u7684\u4ee3\u7801\u548c\u539f\u6587\u8bba\u6587\u4e3a\u4ec0\u4e48\u6709\u51fa\u5165"},"content":{"rendered":"

\"\uff08\u8bba\u6587\u8ba8\u8bba\uff09CVAE\u7f51\u4e0a\u590d\u73b0\u7684\u4ee3\u7801\u548c\u539f\u6587\u8bba\u6587\u4e3a\u4ec0\u4e48\u6709\u51fa\u5165\"<\/p>\n

CVAE\uff08Conditional Variational Autoencoder\uff0c\u6761\u4ef6\u53d8\u5206\u81ea\u7f16\u7801\u5668\uff09\u662f\u4e00\u79cd\u751f\u6210\u6a21\u578b\uff0c\u5b83\u5728VAE\uff08Variational Autoencoder\uff0c\u53d8\u5206\u81ea\u7f16\u7801\u5668\uff09\u7684\u57fa\u7840\u4e0a\u52a0\u5165\u6761\u4ef6\u53d8\u91cf\uff0c\u7528\u4e8e\u751f\u6210\u7279\u5b9a\u6761\u4ef6\u4e0b\u7684\u6570\u636e\u6837\u672c\u3002CVAE\u7f51\u4e0a\u590d\u73b0\u7684\u4ee3\u7801\u548c\u539f\u6587\u8bba\u6587\u6709\u51fa\u5165\u53ef\u80fd\u662f\u56e0\u4e3a\uff1a\u5b9e\u73b0\u7ec6\u8282\u89e3\u8bfb\u4e0d\u4e00\u81f4\u3001\u4ee3\u7801\u5b9e\u73b0\u4e0e\u7406\u8bba\u6709\u5dee\u5f02\u3001\u6e90\u4ee3\u7801\u7684\u53ef\u8bbf\u95ee\u6027\u548c\u900f\u660e\u6027\u4e0d\u8db3\u3001\u590d\u73b0\u65f6\u6570\u636e\u96c6\u548c\u5b9e\u9a8c\u8bbe\u7f6e\u7684\u5dee\u5f02\u3001\u66f4\u65b0\u548c\u6539\u8fdb\u7684\u7b97\u6cd5\u5e94\u7528\u3002<\/strong><\/p>\n<\/p>\n

\u8ba9\u6211\u4eec\u8be6\u7ec6\u5206\u6790\u4e00\u4e9b\u5728CVAE\u4ee3\u7801\u590d\u73b0\u65f6\u53ef\u80fd\u9047\u5230\u4e14\u9020\u6210\u4e0d\u4e00\u81f4\u7684\u539f\u56e0\uff0c\u5e76\u63a2\u8ba8\u5982\u4f55\u63d0\u9ad8\u4ee3\u7801\u590d\u73b0\u7684\u8d28\u91cf\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u5b9e\u73b0\u7ec6\u8282\u89e3\u8bfb\u4e0d\u4e00\u81f4<\/h3>\n<\/p>\n

\u5728\u7406\u8bba\u5230\u5b9e\u8df5\u7684\u8f6c\u6362\u8fc7\u7a0b\u4e2d\uff0c\u4ee3\u7801\u7684\u7f16\u5199\u8005\u53ef\u80fd\u4f1a\u5bf9\u539f\u8bba\u6587\u4e2d\u7684\u63cf\u8ff0\u4ea7\u751f\u4e0d\u540c\u7684\u7406\u89e3\u3002\u8bba\u6587\u4e2d\u53ef\u80fd\u9057\u6f0f\u4e86\u67d0\u4e9b\u7ec6\u8282\u63cf\u8ff0\uff0c\u6216\u8005\u63cf\u8ff0\u4e0d\u591f\u5177\u4f53\uff0c\u5bfc\u81f4\u590d\u73b0\u8005\u5728\u5b9e\u73b0\u65f6\u4f5c\u51fa\u4e86\u4e0d\u540c\u7684\u5047\u8bbe\u548c\u89e3\u91ca\u3002<\/p>\n<\/p>\n

\u5177\u4f53\u6765\u8bf4\uff0c\u8fd9\u53ef\u80fd\u5305\u62ec\uff1a\u635f\u5931\u51fd\u6570\u7684\u5177\u4f53\u5f62\u5f0f\u3001\u7f51\u7edc\u67b6\u6784\u7684\u5c42\u6b21\u548c\u53c2\u6570\u3001\u6b63\u5219\u5316\u65b9\u6cd5\u7b49\u3002<\/strong> \u4f8b\u5982\uff0c\u539f\u8bba\u6587\u53ef\u80fd\u6ca1\u6709\u660e\u786e\u6307\u51fa\u4f7f\u7528\u54ea\u79cd\u4f18\u5316\u5668\uff0c\u6216\u8005\u5982\u4f55\u521d\u59cb\u5316\u7f51\u7edc\u6743\u91cd\uff0c\u590d\u73b0\u8005\u5c31\u9700\u8981\u81ea\u884c\u4f5c\u51fa\u51b3\u7b56\u3002<\/p>\n<\/p>\n

\u4e8c\u3001\u4ee3\u7801\u5b9e\u73b0\u4e0e\u7406\u8bba\u6709\u5dee\u5f02<\/h3>\n<\/p>\n

\u5373\u4fbf\u662f\u5bf9\u539f\u7406\u6709\u51c6\u786e\u7406\u89e3\uff0c\u4ee3\u7801\u5b9e\u73b0\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u8ddf\u7406\u8bba\u6709\u51fa\u5165\u7684\u5730\u65b9\u3002\u8fd9\u53ef\u80fd\u662f\u7531\u4e8e\u7f16\u7a0b\u8bed\u8a00\u7684\u7279\u6027\uff0c\u6216\u8005\u662f\u5e93\u548c\u6846\u67b6\u7684\u9650\u5236\u3002<\/p>\n<\/p>\n

\u4f8b\u5982\uff0c\u5728\u67d0\u4e9b\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u4e2d\uff0c\u53d8\u5206\u63a8\u65ad\u7684\u5b9e\u73b0\u4e0d\u4e00\u5b9a\u4e0e\u539f\u8bba\u6587\u4e2d\u63cf\u8ff0\u7684\u7406\u8bba\u5b8c\u5168\u5bf9\u5e94\u3002<\/strong> \u590d\u73b0\u8005\u53ef\u80fd\u56e0\u4e3a\u6846\u67b6\u7684\u4f7f\u7528\u4e60\u60ef\u6216\u8005\u9075\u4ece\u6846\u67b6\u7684\u6700\u4f73\u5b9e\u8df5\uff0c\u800c\u4e0d\u662f\u4e25\u683c\u9075\u5faa\u539f\u8bba\u6587\u7684\u65b9\u6cd5\u3002<\/p>\n<\/p>\n

\u4e09\u3001\u6e90\u4ee3\u7801\u7684\u53ef\u8bbf\u95ee\u6027\u548c\u900f\u660e\u6027\u4e0d\u8db3<\/h3>\n<\/p>\n

\u6709\u65f6\u5019\uff0c\u539f\u6587\u8bba\u6587\u7684\u4f5c\u8005\u5e76\u6ca1\u6709\u63d0\u4f9b\u5b8c\u6574\u6216\u8005\u53ef\u8fd0\u884c\u7684\u6e90\u4ee3\u7801\u3002\u8fd9\u4f7f\u5f97\u5176\u4ed6\u7814\u7a76\u8005\u5728\u5c1d\u8bd5\u590d\u73b0\u7ed3\u679c\u65f6\u7f3a\u4e4f\u8db3\u591f\u7684\u4fe1\u606f\u3002<\/p>\n<\/p>\n

\u6ca1\u6709\u6e90\u4ee3\u7801\u7684\u60c5\u51b5\u4e0b\uff0c\u590d\u73b0\u8005\u53ea\u80fd\u4f9d\u636e\u8bba\u6587\u63cf\u8ff0\u6765\u7f16\u5199\u4ee3\u7801\uff0c\u8fd9\u53ef\u80fd\u4f1a\u5bfc\u81f4\u5b9e\u9645\u5b9e\u73b0\u4e0e\u539f\u4f5c\u8005\u7684\u5b9e\u9645\u64cd\u4f5c\u6709\u6240\u51fa\u5165\u3002<\/strong><\/p>\n<\/p>\n

\u56db\u3001\u590d\u73b0\u65f6\u6570\u636e\u96c6\u548c\u5b9e\u9a8c\u8bbe\u7f6e\u7684\u5dee\u5f02<\/h3>\n<\/p>\n

\u539f\u8bba\u6587\u53ef\u80fd\u662f\u5728\u7279\u5b9a\u7684\u6570\u636e\u96c6\u548c\u5b9e\u9a8c\u8bbe\u7f6e\u4e0b\u5b8c\u6210\u7684\uff0c\u800c\u590d\u73b0\u8005\u53ef\u80fd\u5e76\u6ca1\u6709\u5b8c\u5168\u76f8\u540c\u7684\u8bbe\u7f6e\u3002\u5b9e\u9a8c\u73af\u5883\u7684\u5fae\u5c0f\u5dee\u5f02\u53ef\u4ee5\u663e\u8457\u5f71\u54cd\u7ed3\u679c\uff0c\u4f8b\u5982\uff0c\u6570\u636e\u9884\u5904\u7406\u3001\u6a21\u578b\u8bad\u7ec3\u7684epoch\u6570\u91cf\u3001\u6279\u5927\u5c0f\u3001\u5b66\u4e60\u7387\u7b49\u3002<\/strong><\/p>\n<\/p>\n

\u4e94\u3001\u66f4\u65b0\u548c\u6539\u8fdb\u7684\u7b97\u6cd5\u5e94\u7528<\/h3>\n<\/p>\n

\u8bba\u6587\u53d1\u8868\u540e\uff0c\u793e\u533a\u5185\u53ef\u80fd\u53d1\u751f\u4e86\u65b0\u7684\u7814\u7a76\uff0c\u63d0\u51fa\u4e86\u66f4\u6709\u6548\u7684\u65b9\u6cd5\u6216\u8005\u67b6\u6784\u6539\u8fdb\u3002\u590d\u73b0\u8005\u5728\u5b9e\u73b0\u65f6\u53ef\u80fd\u4e0d\u81ea\u89c9\u5730\u5c06\u8fd9\u4e9b\u65b0\u7684\u65b9\u6cd5\u5e94\u7528\u5230\u590d\u73b0\u4ee3\u7801\u4e2d\uff0c\u867d\u7136\u8fd9\u4e9b\u66f4\u65b0\u53ef\u80fd\u63d0\u9ad8\u4e86\u6027\u80fd\uff0c\u4f46\u4e5f\u589e\u52a0\u4e86\u4e0e\u539f\u6587\u4e0d\u4e00\u81f4\u7684\u98ce\u9669\u3002<\/p>\n<\/p>\n

\u4f8b\u5982\uff0c\u590d\u73b0\u8005\u53ef\u80fd\u4f7f\u7528\u4e86\u6539\u8fdb\u7684\u6fc0\u6d3b\u51fd\u6570\u6216\u8005\u66f4\u5148\u8fdb\u7684\u6b63\u5219\u5316\u6280\u672f\uff0c\u867d\u7136\u8fd9\u4e9b\u90fd\u662f\u826f\u597d\u7684\u5b9e\u8df5\uff0c\u4f46\u4f1a\u9020\u6210\u4e0e\u539f\u8bba\u6587\u63cf\u8ff0\u7684\u6a21\u578b\u4e0d\u540c\u3002<\/strong><\/p>\n<\/p>\n

\u5982\u4f55\u63d0\u9ad8\u4ee3\u7801\u590d\u73b0\u7684\u8d28\u91cf<\/h2>\n<\/p>\n

\u8981\u63d0\u9ad8\u4ee3\u7801\u590d\u73b0\u7684\u8d28\u91cf\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u63a8\u8350\u7684\u505a\u6cd5\uff1a<\/p>\n<\/p>\n

\u4e00\u3001\u4ed4\u7ec6\u7814\u8bfb\u539f\u8bba\u6587<\/h3>\n<\/p>\n

\u590d\u73b0\u8005\u5e94\u8be5\u4ed4\u7ec6\u7814\u8bfb\u539f\u8bba\u6587\uff0c\u5305\u62ec\u6240\u6709\u7684\u8865\u5145\u6750\u6599\u3002\u5fc5\u8981\u65f6\uff0c\u53ef\u4ee5\u8054\u7cfb\u539f\u4f5c\u8005\u4ee5\u83b7\u53d6\u66f4\u591a\u7684\u4fe1\u606f\u548c\u6f84\u6e05\u3002\u8fd9\u662f\u7406\u89e3\u539f\u8bba\u6587\u610f\u56fe\u548c\u7ec6\u8282\u7684\u7b2c\u4e00\u6b65\u3002<\/p>\n<\/p>\n

\u5c3d\u91cf\u53bb\u89e3\u6790\u6bcf\u4e00\u4e2a\u7ec6\u8282\uff0c\u78b0\u5230\u6a21\u7cca\u4e0d\u6e05\u7684\u5730\u65b9\u8981\u79ef\u6781\u63a2\u6c42\uff0c\u4e0d\u8981\u57fa\u4e8e\u4e3b\u89c2\u5047\u8bbe\u6765\u586b\u5145\u7406\u89e3\u4e0a\u7684\u7a7a\u767d\u3002<\/strong><\/p>\n<\/p>\n

\u4e8c\u3001\u7814\u7a76\u73b0\u6709\u7684\u4ee3\u7801\u5b9e\u73b0<\/h3>\n<\/p>\n

\u5982\u679c\u53ef\u7528\uff0c\u7814\u7a76\u5df2\u6709\u7684\u4ee3\u7801\u5b9e\u73b0\uff0c\u5305\u62ec\u539f\u4f5c\u8005\u548c\u5176\u4ed6\u7814\u7a76\u8005\u7684\u5b9e\u73b0\u3002\u6bd4\u8f83\u4e0d\u540c\u7684\u5b9e\u73b0\u53ef\u4ee5\u5e2e\u52a9\u7406\u89e3\u548c\u89e3\u51b3\u5b9e\u73b0\u4e2d\u7684\u6b67\u4e49\u3002<\/p>\n<\/p>\n

\u540c\u65f6\uff0c\u6ce8\u610f\u5206\u8fa8\u4e0d\u540c\u5b9e\u73b0\u4e4b\u95f4\u7684\u5dee\u5f02\uff0c\u4e86\u89e3\u8fd9\u4e9b\u5dee\u5f02\u4ea7\u751f\u7684\u539f\u56e0\u3002<\/strong><\/p>\n<\/p>\n

\u4e09\u3001\u5b8c\u5584\u5b9e\u9a8c\u7684\u7ec6\u8282<\/h3>\n<\/p>\n

\u5728\u590d\u73b0\u4ee3\u7801\u65f6\uff0c\u8bb0\u5f55\u6240\u6709\u7684\u5b9e\u9a8c\u8bbe\u7f6e\u548c\u7ec6\u8282\u3002\u786e\u4fdd\u6570\u636e\u9884\u5904\u7406\u3001\u6a21\u578b\u914d\u7f6e\u3001\u8bad\u7ec3\u8fc7\u7a0b\u7b49\u6240\u6709\u6b65\u9aa4\u90fd\u5c3d\u53ef\u80fd\u8be6\u7ec6\u5730\u8bb0\u5f55\u5e76\u62a5\u544a\u3002<\/p>\n<\/p>\n

\u6301\u7eed\u9a8c\u8bc1\u6bcf\u4e00\u6b65\u7684\u7ed3\u679c\uff0c\u786e\u4fdd\u4e0e\u539f\u8bba\u6587\u4fdd\u6301\u4e00\u81f4\uff0c\u6216\u8005\u81f3\u5c11\u5bf9\u5dee\u5f02\u6709\u6240\u4e86\u89e3\u3002<\/strong><\/p>\n<\/p>\n

\u56db\u3001\u5f00\u653e\u6e90\u4ee3\u7801<\/h3>\n<\/p>\n

\u5c06\u590d\u73b0\u7684\u4ee3\u7801\u5f00\u6e90\uff0c\u8fd9\u6837\u53ef\u4ee5\u8ba9\u793e\u533a\u6210\u5458\u53c2\u4e0e\u9a8c\u8bc1\u548c\u6539\u8fdb\u3002\u5f00\u653e\u6e90\u4ee3\u7801\u4e5f\u9f13\u52b1\u900f\u660e\u5ea6\uff0c\u5e2e\u52a9\u68c0\u9a8c\u548c\u786e\u8ba4\u590d\u73b0\u7684\u8d28\u91cf\u3002<\/p>\n<\/p>\n

\u63d0\u4f9b\u8db3\u591f\u7684\u6587\u6863\u548c\u8bf4\u660e\uff0c\u786e\u4fdd\u5176\u4ed6\u4eba\u53ef\u4ee5\u5bb9\u6613\u5730\u7406\u89e3\u548c\u8fd0\u884c\u4ee3\u7801\u3002<\/strong><\/p>\n<\/p>\n

\u9075\u5faa\u8fd9\u4e9b\u5b9e\u8df5\u53ef\u4ee5\u5927\u5e45\u5ea6\u63d0\u9ad8\u590d\u73b0\u7814\u7a76\u7684\u8d28\u91cf\u548c\u51c6\u786e\u5ea6\u3002\u8fd9\u5bf9\u4e8e\u79d1\u5b66\u7814\u7a76\u7684\u524d\u8fdb\u548c\u6280\u672f\u7684\u8f6c\u79fb\u90fd\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002<\/p>\n<\/p>\n

\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n

1. \u4e3a\u4ec0\u4e48CVAE\u7f51\u4e0a\u590d\u73b0\u7684\u4ee3\u7801\u548c\u539f\u6587\u8bba\u6587\u4f1a\u6709\u51fa\u5165\uff1f<\/strong><\/p>\n

CVAE\uff08Conditional Variational Autoencoder\uff09\u662f\u4e00\u79cd\u7528\u4e8e\u751f\u6210\u6a21\u578b\u7684\u6df1\u5ea6\u5b66\u4e60\u7b97\u6cd5\uff0c\u7ecf\u5e38\u88ab\u7528\u4e8e\u751f\u6210\u5177\u6709\u7279\u5b9a\u5c5e\u6027\u7684\u56fe\u50cf\u3001\u97f3\u9891\u7b49\u5185\u5bb9\u3002\u5728\u590d\u73b0CVAE\u7684\u8fc7\u7a0b\u4e2d\uff0c\u7f51\u4e0a\u7684\u4ee3\u7801\u53ef\u80fd\u548c\u539f\u6587\u8bba\u6587\u5b58\u5728\u51fa\u5165\uff0c\u539f\u56e0\u5982\u4e0b\uff1a<\/p>\n

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  • \n

    \u4e0d\u540c\u5b9e\u73b0\u65b9\u6cd5\uff1a\u4ee3\u7801\u4f5c\u8005\u53ef\u80fd\u4f7f\u7528\u4e86\u4e0d\u540c\u7684\u5b9e\u73b0\u65b9\u5f0f\uff0c\u53ef\u80fd\u4f1a\u6709\u8f7b\u5fae\u7684\u53d8\u52a8\u3002\u4f8b\u5982\uff0c\u539f\u6587\u4e2d\u4f7f\u7528\u7684\u6fc0\u6d3b\u51fd\u6570\u6216\u635f\u5931\u51fd\u6570\u53ef\u80fd\u4e0e\u7f51\u4e0a\u4ee3\u7801\u4e2d\u7684\u5b9e\u73b0\u7565\u6709\u4e0d\u540c\u3002<\/p>\n<\/li>\n

  • \n

    \u53c2\u6570\u8c03\u6574\uff1aCVAE\u4e2d\u6709\u8bb8\u591a\u8d85\u53c2\u6570\u9700\u8981\u8c03\u6574\uff0c\u4f8b\u5982\u5b66\u4e60\u7387\u3001\u7f51\u7edc\u7ed3\u6784\u7684\u5c42\u6570\u548c\u5927\u5c0f\u7b49\u3002\u7f51\u4e0a\u7684\u4ee3\u7801\u4f5c\u8005\u53ef\u80fd\u6709\u81ea\u5df1\u7684\u53c2\u6570\u9009\u62e9\u7b56\u7565\uff0c\u5bfc\u81f4\u4e0e\u539f\u6587\u8bba\u6587\u4e2d\u7684\u53c2\u6570\u4e0d\u5b8c\u5168\u4e00\u81f4\u3002<\/p>\n<\/li>\n

  • \n

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    2. \u590d\u73b0CVAE\u7684\u4ee3\u7801\u4e0e\u539f\u6587\u8bba\u6587\u51fa\u5165\u4f1a\u5bf9\u7ed3\u679c\u4ea7\u751f\u4ec0\u4e48\u5f71\u54cd\uff1f<\/strong><\/p>\n

    \u590d\u73b0\u7684\u4ee3\u7801\u4e0e\u539f\u6587\u8bba\u6587\u5b58\u5728\u51fa\u5165\u53ef\u80fd\u4f1a\u5bf9\u7ed3\u679c\u4ea7\u751f\u4e00\u5b9a\u7684\u5f71\u54cd\uff1a<\/p>\n

      \n
    • \n

      \u7b97\u6cd5\u6027\u80fd\uff1a\u4ee3\u7801\u7684\u4e0d\u540c\u5b9e\u73b0\u65b9\u5f0f\u548c\u53c2\u6570\u7684\u8c03\u6574\u53ef\u80fd\u4f1a\u5f71\u54cdCVAE\u7684\u6027\u80fd\u3002\u7ed3\u679c\u53ef\u80fd\u4f1a\u6709\u6240\u5dee\u5f02\uff0c\u4f8b\u5982\u751f\u6210\u56fe\u50cf\u7684\u8d28\u91cf\u6216\u97f3\u9891\u7684\u51c6\u786e\u6027\u3002<\/p>\n<\/li>\n

    • \n

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    • \n

      \u53ef\u6269\u5c55\u6027\uff1a\u5982\u679c\u590d\u73b0\u7684\u4ee3\u7801\u4e0e\u539f\u6587\u8bba\u6587\u5b58\u5728\u8f83\u5927\u51fa\u5165\uff0c\u90a3\u4e48\u8be5\u4ee3\u7801\u7684\u53ef\u6269\u5c55\u6027\u53ef\u80fd\u4f1a\u53d7\u5230\u5f71\u54cd\u3002\u5176\u4ed6\u7814\u7a76\u8005\u53ef\u80fd\u9700\u8981\u82b1\u8d39\u66f4\u591a\u7684\u65f6\u95f4\u548c\u7cbe\u529b\u6765\u7406\u89e3\u548c\u4fee\u6539\u4ee3\u7801\uff0c\u4ee5\u9002\u5e94\u65b0\u7684\u5e94\u7528\u573a\u666f\u6216\u6570\u636e\u96c6\u3002<\/p>\n<\/li>\n<\/ul>\n

      3. \u590d\u73b0CVAE\u7684\u4ee3\u7801\u4e0e\u539f\u6587\u8bba\u6587\u51fa\u5165\u5982\u4f55\u89e3\u51b3\uff1f<\/strong><\/p>\n

      \u4e3a\u4e86\u89e3\u51b3\u590d\u73b0\u7684\u4ee3\u7801\u4e0e\u539f\u6587\u8bba\u6587\u4e4b\u95f4\u7684\u51fa\u5165\uff0c\u53ef\u4ee5\u91c7\u53d6\u4ee5\u4e0b\u65b9\u6cd5\uff1a<\/p>\n

        \n
      • \n

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      • \n

        \u5bf9\u6bd4\u5b9e\u73b0\u7ec6\u8282\uff1a\u6bd4\u8f83\u539f\u6587\u8bba\u6587\u4e2d\u7b97\u6cd5\u7684\u8be6\u7ec6\u63cf\u8ff0\u548c\u4ee3\u7801\u4e2d\u7684\u5b9e\u73b0\u7ec6\u8282\u3002\u786e\u4fdd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6fc0\u6d3b\u51fd\u6570\u3001\u635f\u5931\u51fd\u6570\u3001\u7f51\u7edc\u7ed3\u6784\u7b49\u3002\u5982\u679c\u6709\u5dee\u5f02\uff0c\u53ef\u4ee5\u5c1d\u8bd5\u8c03\u6574\u4ee3\u7801\u4ee5\u63a5\u8fd1\u539f\u6587\u8bba\u6587\u4e2d\u7684\u5b9e\u73b0\u65b9\u5f0f\u3002<\/p>\n<\/li>\n

      • \n

        \u4f7f\u7528\u76f8\u540c\u6570\u636e\u96c6\uff1a\u5982\u679c\u53ef\u80fd\uff0c\u5c3d\u91cf\u4f7f\u7528\u539f\u6587\u8bba\u6587\u4e2d\u4f7f\u7528\u7684\u6570\u636e\u96c6\u3002\u8fd9\u53ef\u4ee5\u786e\u4fdd\u590d\u73b0\u7684\u7ed3\u679c\u4e0e\u539f\u6587\u8bba\u6587\u4e2d\u7684\u7ed3\u679c\u4e00\u81f4\u3002\u5982\u679c\u65e0\u6cd5\u83b7\u53d6\u539f\u59cb\u6570\u636e\u96c6\uff0c\u5c3d\u91cf\u9009\u62e9\u4e0e\u539f\u6587\u8bba\u6587\u4e2d\u4f7f\u7528\u7684\u6570\u636e\u96c6\u76f8\u4f3c\u7684\u6570\u636e\u96c6\u3002<\/p>\n<\/li>\n<\/ul>\n

        \u901a\u8fc7\u4ee5\u4e0a\u65b9\u6cd5\uff0c\u53ef\u4ee5\u51cf\u5c11\u590d\u73b0CVAE\u4ee3\u7801\u4e0e\u539f\u6587\u8bba\u6587\u4e4b\u95f4\u7684\u51fa\u5165\uff0c\u4f7f\u590d\u73b0\u7684\u7ed3\u679c\u66f4\u52a0\u63a5\u8fd1\u539f\u6587\u8bba\u6587\u4e2d\u7684\u7ed3\u679c\u3002\u540c\u65f6\uff0c\u8fd9\u4e5f\u6709\u52a9\u4e8e\u4fdd\u8bc1\u4ee3\u7801\u7684\u53ef\u590d\u73b0\u6027\u548c\u53ef\u6269\u5c55\u6027\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"CVAE\uff08Conditional Variational Autoencoder\uff0c\u6761\u4ef6\u53d8\u5206\u81ea\u7f16\u7801\u5668\uff09\u662f\u4e00\u79cd\u751f\u6210 […]","protected":false},"author":3,"featured_media":227894,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/227886"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=227886"}],"version-history":[{"count":0,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/227886\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/227894"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=227886"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=227886"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=227886"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}