{"id":65889,"date":"2026-01-25T21:09:17","date_gmt":"2026-01-25T13:09:17","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/65889.html"},"modified":"2026-01-25T21:09:17","modified_gmt":"2026-01-25T13:09:17","slug":"%e3%80%90%e8%ae%ba%e6%96%87%e5%ad%a6%e4%b9%a0%e3%80%91%e9%87%8d%e6%96%b0%e5%ae%a1%e8%a7%86%e9%9d%a2%e5%90%91%e6%8c%81%e7%bb%ad%e5%9b%be%e5%83%8f%e5%88%86%e5%89%b2%e7%9a%84%e5%9f%ba%e4%ba%8e%e6%9f%a5","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/65889.html","title":{"rendered":"\u3010\u8bba\u6587\u5b66\u4e60\u3011\u91cd\u65b0\u5ba1\u89c6\u9762\u5411\u6301\u7eed\u56fe\u50cf\u5206\u5272\u7684\u57fa\u4e8e\u67e5\u8be2\u7684 Transformer || \u7528\u4e8e\u4e8c\u5206\u7c7b\u56fe\u50cf\u5206\u5272\u7684\u591a\u89c6\u56fe\u805a\u5408\u7f51\u7edc"},"content":{"rendered":"

Rethinking Query-based Transformer for Continual Image Segmentation<\/p>\n

\u91cd\u65b0\u5ba1\u89c6\u9762\u5411\u6301\u7eed\u56fe\u50cf\u5206\u5272\u7684\u57fa\u4e8e\u67e5\u8be2\u7684<\/span>\u00a0Transformer<\/span><\/span><\/h3>\n

\u7406\u89e3<\/span><\/span><\/h4>\n

\u9488\u5bf9\u00a0\u201c\u6301\u7eed\u56fe\u50cf\u5206\u5272\u201d\u00a0\u4efb\u52a1，\u91cd\u65b0\u5206\u6790\u5e76\u4f18\u5316\u00a0\u201c\u57fa\u4e8e\u67e5\u8be2\u7684\u00a0Transformer\u201d \u6a21\u578b\u7684\u5e94\u7528\u903b\u8f91<\/p>\n

\u57fa\u4e8e\u67e5\u8be2\u7684\u00a0Transformer：\u56fe\u50cf\u5206\u5272\u9886\u57df\u7684\u4e3b\u6d41\u6a21\u578b\u67b6\u6784（\u5982\u8bba\u6587\u7528\u7684\u00a0Mask2Former），\u6838\u5fc3\u662f\u901a\u8fc7\u00a0\u201c\u67e5\u8be2\u5411\u91cf（Query）\u201d\u00a0\u5339\u914d\u56fe\u50cf\u7279\u5f81\u4e2d\u7684\u76ee\u6807\u533a\u57df，\u8fdb\u800c\u751f\u6210\u5206\u5272\u63a9\u7801\u3002\u5b83\u81ea\u5e26\u00a0\u201c\u5185\u7f6e\u76ee\u6807\u611f\u77e5\u80fd\u529b\u201d，\u4e0d\u7528\u590d\u6742\u8bbe\u8ba1，\u5c31\u80fd\u521d\u6b65\u8bc6\u522b\u56fe\u50cf\u4e2d\u7684\u7269\u4f53\u8f6e\u5ed3，\u8fd9\u662f\u5b83\u7684\u5929\u7136\u4f18\u52bf\u3002<\/p>\n

\u6301\u7eed\u56fe\u50cf\u5206\u5272：\u6a21\u578b\u8981\u5206\u9636\u6bb5\u5b66\u4e60\u65b0\u7684\u5206\u5272\u7c7b\u522b（\u6bd4\u5982\u5148\u5b66\u00a0\u201c\u732b\u201d\u201c\u72d7\u201d，\u518d\u5b66\u00a0\u201c\u6c7d\u8f66\u201d\u201c\u5efa\u7b51\u201d），\u6838\u5fc3\u8981\u6c42\u662f\u00a0\u201c\u5b66\u65b0\u4e0d\u5fd8\u65e7\u201d（\u907f\u514d\u707e\u96be\u6027\u9057\u5fd8），\u540c\u65f6\u8fd8\u8981\u5e94\u5bf9\u00a0\u201c\u80cc\u666f\u8bed\u4e49\u504f\u79fb\u201d（\u4e4b\u524d\u7684\u524d\u666f\u53ef\u80fd\u53d8\u6210\u540e\u7eed\u9636\u6bb5\u7684\u80cc\u666f）\u3002<\/p>\n

\u6458\u8981<\/span><\/span><\/h4>\n

\u7c7b\u522b\u589e\u91cf\u00a0\/ \u6301\u7eed\u56fe\u50cf\u5206\u5272（CIS）\u65e8\u5728\u5206\u9636\u6bb5\u8bad\u7ec3\u56fe\u50cf\u5206\u5272\u6a21\u578b，\u4e14\u6a21\u578b\u5404\u9636\u6bb5\u7684\u53ef\u7528\u7c7b\u522b\u96c6\u5408\u4e92\u4e0d\u76f8\u540c\u3002\u4e3a\u5229\u7528\u57fa\u4e8e\u67e5\u8be2\u7684\u00a0Transformer \u6240\u5177\u5907\u7684\u5185\u7f6e\u76ee\u6807\u611f\u77e5\u80fd\u529b\u00a0\u2014\u2014 \u8be5\u80fd\u529b\u53ef\u7f13\u89e3\u63a9\u7801\u5019\u9009\u533a\u57df\u7684\u707e\u96be\u6027\u9057\u5fd8\u95ee\u9898，\u73b0\u6709\u65b9\u6cd5\u901a\u5e38\u5c06\u63a9\u7801\u751f\u6210\u4e0e\u6301\u7eed\u5b66\u4e60\u8fc7\u7a0b\u89e3\u8026\u3002\u4f46\u672c\u7814\u7a76\u53d1\u73b0，\u8fd9\u7c7b\u89e3\u8026\u6846\u67b6\u5b58\u5728\u4e24\u5927\u6838\u5fc3\u95ee\u9898：\u6a21\u578b\u53ef\u5851\u6027\u4e27\u5931，\u4ee5\u53ca\u5bf9\u8f93\u5165\u6570\u636e\u987a\u5e8f\u9ad8\u5ea6\u4f9d\u8d56\u3002\u4e3a\u89e3\u51b3\u4e0a\u8ff0\u95ee\u9898，\u672c\u6587\u5bf9\u8be5\u5185\u7f6e\u76ee\u6807\u611f\u77e5\u80fd\u529b\u5c55\u5f00\u6df1\u5165\u63a2\u7a76，\u53d1\u73b0\u9ad8\u5ea6\u805a\u5408\u7684\u56fe\u50cf\u7279\u5f81\u4e3a\u67e5\u8be2\u5411\u91cf\u901a\u8fc7\u7b80\u5355\u7684\u7279\u5f81\u5bf9\u9f50\u751f\u6210\u63a9\u7801\u63d0\u4f9b\u4e86\u5b9e\u73b0\u6377\u5f84\u3002\u5728\u6b64\u57fa\u7840\u4e0a，\u672c\u6587\u63d0\u51fa\u00a0SimCIS\u2014\u2014 \u4e00\u6b3e\u9002\u7528\u4e8e\u7c7b\u522b\u589e\u91cf\u00a0\/ \u6301\u7eed\u56fe\u50cf\u5206\u5272\u4efb\u52a1\u7684\u7b80\u6d01\u4e14\u9ad8\u6548\u7684\u57fa\u51c6\u6a21\u578b\u3002\u5176\u6838\u5fc3\u601d\u60f3\u662f，\u4e3a\u67e5\u8be2\u5411\u91cf\u5206\u914d\u76f4\u63a5\u9009\u53d6\u7684\u56fe\u50cf\u7279\u5f81，\u901a\u8fc7\u5b9e\u73b0\u00a0\u201c\u5b8c\u7f8e\u5bf9\u9f50\u201d\u00a0\u4fdd\u7559\u6a21\u578b\u7684\u76ee\u6807\u611f\u77e5\u80fd\u529b，\u540c\u65f6\u8ba9\u67e5\u8be2\u5411\u91cf\u80fd\u591f\u9002\u914d\u65b0\u7c7b\u522b\u4ee5\u6062\u590d\u6a21\u578b\u53ef\u5851\u6027\u3002\u4e3a\u8fdb\u4e00\u6b65\u7f13\u89e3\u7c7b\u522b\u5c42\u9762\u7684\u707e\u96be\u6027\u9057\u5fd8\u95ee\u9898，\u672c\u6587\u8bbe\u8ba1\u4e86\u9009\u62e9\u8fc7\u7a0b\u7684\u8de8\u9636\u6bb5\u4e00\u81f4\u6027\u7ea6\u675f，\u5e76\u63d0\u51fa\u4e00\u79cd\u521b\u65b0\u6027\u7684\u57fa\u4e8e\u00a0\u201c\u89c6\u89c9\u67e5\u8be2\u201d\u00a0\u7684\u91cd\u653e\u673a\u5236\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e，\u5728\u4e0d\u540c\u7684\u5206\u5272\u4efb\u52a1\u3001\u5b9e\u9a8c\u914d\u7f6e\u3001\u6570\u636e\u96c6\u5212\u5206\u65b9\u5f0f\u53ca\u8f93\u5165\u6570\u636e\u987a\u5e8f\u4e0b，SimCIS\u00a0\u7684\u6027\u80fd\u5747\u6301\u7eed\u4f18\u4e8e\u5f53\u524d\u6700\u4f18\u65b9\u6cd5\u3002\u6240\u6709\u6a21\u578b\u53ca\u76f8\u5173\u4ee3\u7801\u5747\u5df2\u5f00\u6e90\u81f3：https:\/\/github.com\/SooLab\/SimCIS\u3002<\/p>\n

\u7406\u89e31<\/span><\/span><\/h5>\n

\u7c7b\u522b\u589e\u91cf\u00a0\/ \u6301\u7eed\u56fe\u50cf\u5206\u5272（CIS）\u65e8\u5728\u5206\u9636\u6bb5\u8bad\u7ec3\u56fe\u50cf\u5206\u5272\u6a21\u578b，\u4e14\u6a21\u578b\u5404\u9636\u6bb5\u7684\u53ef\u7528\u7c7b\u522b\u96c6\u5408\u4e92\u4e0d\u76f8\u540c\u3002<\/p>\n

\u6a21\u578b\u4e0d\u4e00\u6b21\u6027\u5b66\u5b8c\u6240\u6709\u8981\u5206\u5272\u7684\u7c7b\u522b，\u800c\u662f\u5206\u6279\u6b21\u3001\u5206\u9636\u6bb5\u5b66，\u4e14\u6bcf\u4e2a\u9636\u6bb5\u53ea\u63a5\u89e6\u4e00\u90e8\u5206\u65b0\u7c7b\u522b，\u4e0d\u4f1a\u91cd\u590d\u62ff\u5230\u6240\u6709\u7c7b\u522b\u6570\u636e\u3002<\/p>\n

\u6838\u5fc3\u76ee\u6807：\u89e3\u51b3\u00a0\u201c\u707e\u96be\u6027\u9057\u5fd8\u201d\u2014\u2014\u00a0\u5982\u679c\u76f4\u63a5\u7528\u65b0\u7c7b\u522b\u6570\u636e\u8986\u76d6\u8bad\u7ec3，\u6a21\u578b\u4f1a\u5fd8\u8bb0\u4e4b\u524d\u5b66\u8fc7\u7684\u65e7\u7c7b\u522b\u600e\u4e48\u5206\u5272，CIS\u00a0\u7684\u4efb\u52a1\u5c31\u662f\u907f\u514d\u8fd9\u79cd\u60c5\u51b5\u3002<\/p>\n

\u73b0\u5b9e\u4e2d\u5f88\u591a\u573a\u666f\u65e0\u6cd5\u4e00\u6b21\u6027\u62ff\u5230\u6240\u6709\u7c7b\u522b\u6570\u636e：\u6bd4\u5982\u533b\u5b66\u5f71\u50cf\u5206\u5272\u91cc，\u5148\u6536\u96c6\u5230\u00a0\u201c\u80ba\u764c\u201d\u00a0\u7684\u75c5\u4f8b\u6570\u636e，\u540e\u7eed\u624d\u8865\u5145\u00a0\u201c\u809d\u764c\u201d\u201c\u80c3\u764c\u201d\u00a0\u7684\u75c5\u4f8b；\u81ea\u52a8\u9a7e\u9a76\u573a\u666f\u4e2d，\u5148\u5b66\u00a0\u201c\u884c\u4eba\u3001\u8f7f\u8f66\u201d，\u518d\u5b66\u00a0\u201c\u8d27\u8f66\u3001\u81ea\u884c\u8f66\u201d\u3002\u8fd9\u79cd\u5206\u9636\u6bb5\u5b66\u4e60\u7684\u8bbe\u5b9a，\u5c31\u662f\u4e3a\u4e86\u8ba9\u6a21\u578b\u9002\u914d\u771f\u5b9e\u7684\u6570\u636e\u6536\u96c6\u548c\u5e94\u7528\u6d41\u7a0b\u3002<\/p>\n

\u7406\u89e32<\/span><\/span><\/h5>\n

\u4e3a\u5229\u7528\u57fa\u4e8e\u67e5\u8be2\u7684\u00a0Transformer \u6240\u5177\u5907\u7684\u5185\u7f6e\u76ee\u6807\u611f\u77e5\u80fd\u529b\u00a0\u2014\u2014 \u8be5\u80fd\u529b\u53ef\u7f13\u89e3\u63a9\u7801\u5019\u9009\u533a\u57df\u7684\u707e\u96be\u6027\u9057\u5fd8\u95ee\u9898，\u73b0\u6709\u65b9\u6cd5\u901a\u5e38\u5c06\u63a9\u7801\u751f\u6210\u4e0e\u6301\u7eed\u5b66\u4e60\u8fc7\u7a0b\u89e3\u8026\u3002<\/p>\n

\u5185\u7f6e\u76ee\u6807\u611f\u77e5\u80fd\u529b：\u57fa\u4e8e\u67e5\u8be2\u7684\u00a0Transformer（\u6bd4\u5982\u8bba\u6587\u91cc\u7684\u00a0Mask2Former）\u81ea\u5e26\u4e00\u4e2a\u00a0\u201c\u5929\u8d4b\u201d\u2014\u2014\u00a0\u4e0d\u7528\u590d\u6742\u8bad\u7ec3，\u5c31\u80fd\u521d\u6b65\u8bc6\u522b\u56fe\u50cf\u91cc\u7684\u00a0\u201c\u7269\u4f53\u8f6e\u5ed3\u201d（\u6bd4\u5982\u4e0d\u7ba1\u662f\u732b\u8fd8\u662f\u6c7d\u8f66，\u80fd\u5148\u8ba4\u51fa\u00a0\u201c\u8fd9\u662f\u4e00\u4e2a\u72ec\u7acb\u7269\u4f53\u201d，\u800c\u4e0d\u662f\u4e00\u5806\u6742\u4e71\u50cf\u7d20）\u3002\u8fd9\u79cd\u80fd\u529b\u5bf9\u5e94\u7684\u5c31\u662f\u00a0\u201c\u63a9\u7801\u5019\u9009\u533a\u57df\u201d\u2014\u2014\u00a0\u6a21\u578b\u5148\u751f\u6210\u7684\u3001\u53ef\u80fd\u662f\u67d0\u4e2a\u7269\u4f53\u7684\u7c97\u7cd9\u8f6e\u5ed3（\u540e\u7eed\u4f1a\u7ec6\u5316），\u800c\u4e0d\u662f\u76f4\u63a5\u8f93\u51fa\u6700\u7ec8\u5206\u5272\u7ed3\u679c\u3002<\/p>\n

CIS \u7684\u6838\u5fc3\u75db\u70b9\u662f\u00a0\u201c\u5b66\u65b0\u5fd8\u65e7\u201d，\u800c\u8fd9\u79cd\u00a0\u201c\u5185\u7f6e\u76ee\u6807\u611f\u77e5\u80fd\u529b\u201d\u00a0\u80fd\u5e2e\u6a21\u578b\u8bb0\u4f4f\u00a0\u201c\u600e\u4e48\u627e\u7269\u4f53\u8f6e\u5ed3\u201d：\u6bd4\u5982\u6a21\u578b\u5148\u5b66\u4e86\u00a0\u201c\u732b\u201d\u00a0\u7684\u5206\u5272，\u540e\u6765\u5b66\u00a0\u201c\u72d7\u201d\u00a0\u65f6，\u4e0d\u4f1a\u56e0\u4e3a\u5b66\u65b0\u7c7b\u5c31\u5fd8\u4e86\u00a0\u201c\u600e\u4e48\u8bc6\u522b\u7269\u4f53\u8f6e\u5ed3\u201d\u2014\u2014\u00a0\u54ea\u6015\u5fd8\u4e86\u00a0\u201c\u8fd9\u662f\u732b\u201d\u00a0\u7684\u7c7b\u522b\u6807\u7b7e，\u4e5f\u80fd\u8bb0\u5f97\u00a0\u201c\u8fd9\u4e2a\u533a\u57df\u662f\u4e00\u4e2a\u52a8\u7269\u7684\u8f6e\u5ed3\u201d，\u8fd9\u5c31\u7f13\u89e3\u4e86\u00a0\u201c\u63a9\u7801\u5019\u9009\u533a\u57df\u201d\u00a0\u7684\u9057\u5fd8（\u4e0d\u4f1a\u8fde\u8f6e\u5ed3\u90fd\u627e\u4e0d\u51fa\u6765）\u3002<\/p>\n

\u73b0\u6709\u65b9\u6cd5\u7684\u5177\u4f53\u505a\u6cd5\u662f：<\/p>\n

  • \u628a\u6a21\u578b\u62c6\u6210\u4e24\u90e8\u5206：A\u00a0\u8d1f\u8d23\u00a0\u201c\u751f\u6210\u63a9\u7801\u5019\u9009\u533a\u57df\u201d（\u9760\u5185\u7f6e\u76ee\u6807\u611f\u77e5\u80fd\u529b），B\u00a0\u8d1f\u8d23\u00a0\u201c\u6301\u7eed\u5b66\u4e60\u65b0\u7c7b\u522b\u3001\u7ed9\u63a9\u7801\u8d34\u6807\u7b7e\u201d（\u6bd4\u5982\u5b66\u00a0\u201c\u72d7\u201d\u00a0\u7684\u7c7b\u522b）\u3002<\/li>\n
  • \u51bb\u7ed3\u00a0A \u7684\u53c2\u6570（\u4e0d\u66f4\u65b0），\u53ea\u8bad\u7ec3\u00a0B \u7684\u53c2\u6570\u00a0\u2014\u2014 \u8fd9\u6837\u5b66\u65b0\u7c7b\u65f6，\u4e0d\u4f1a\u7834\u574f\u00a0A \u7684\u00a0\u201c\u627e\u8f6e\u5ed3\u201d\u00a0\u80fd\u529b，\u786e\u4fdd\u65e7\u7c7b\u7684\u63a9\u7801\u5019\u9009\u533a\u57df\u4e0d\u4f1a\u88ab\u9057\u5fd8\u3002<\/li>\n
    \u7406\u89e33<\/span><\/span><\/h5>\n

    \u4f46\u672c\u7814\u7a76\u53d1\u73b0，\u8fd9\u7c7b\u89e3\u8026\u6846\u67b6\u5b58\u5728\u4e24\u5927\u6838\u5fc3\u95ee\u9898：\u6a21\u578b\u53ef\u5851\u6027\u4e27\u5931，\u4ee5\u53ca\u5bf9\u8f93\u5165\u6570\u636e\u987a\u5e8f\u9ad8\u5ea6\u4f9d\u8d56\u3002<\/p>\n

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    \u8de8\u9636\u6bb5\u4e00\u81f4\u6027\u7ea6\u675f（CSL）：\u8ba9\u7279\u5f81\u9009\u62e9\u00a0\u201c\u524d\u540e\u547c\u5e94\u201d，\u4e0d\u4e22\u65e7\u7c7b\u75d5\u8ff9<\/p>\n

    \u6838\u5fc3\u95ee\u9898：\u4e4b\u524d\u7684\u00a0QPA \u867d\u7136\u80fd\u8ba9\u6bcf\u4e2a\u9636\u6bb5\u9009\u5230\u5f53\u524d\u7c7b\u7684\u5173\u952e\u7279\u5f81，\u4f46\u4e0d\u540c\u9636\u6bb5（\u6bd4\u5982\u5b66\u65e7\u7c7b\u548c\u5b66\u65b0\u7c7b\u65f6），\u5bf9\u540c\u4e00\u5e45\u56fe\u53ef\u80fd\u9009\u4e0d\u540c\u7684\u7279\u5f81\u4f4d\u7f6e\u00a0\u2014\u2014 \u5bfc\u81f4\u65e7\u7c7b\u7684\u7279\u5f81\u75d5\u8ff9\u88ab\u8986\u76d6，\u540e\u7eed\u5206\u7c7b\u65f6\u5fd8\u4e86\u65e7\u7c7b\u6807\u7b7e\u3002<\/p>\n

    \u5177\u4f53\u64cd\u4f5c：\u7528\u00a0KL \u6563\u5ea6\u635f\u5931\u505a\u7ea6\u675f，\u5f3a\u5236\u8981\u6c42\u00a0\u201c\u540c\u4e00\u5e45\u56fe\u5728\u4e0d\u540c\u9636\u6bb5，\u9009\u7684\u8bed\u4e49\u663e\u8457\u7279\u5f81\u4f4d\u7f6e\u5fc5\u987b\u4e00\u81f4\u201d\u3002<\/p>\n

    \u6838\u5fc3\u4f5c\u7528：\u901a\u8fc7\u00a0\u201c\u4f4d\u7f6e\u9501\u5b9a\u201d，\u8ba9\u65e7\u7c7b\u7684\u7279\u5f81\u59cb\u7ec8\u88ab\u6a21\u578b\u5173\u6ce8，\u4e3a\u540e\u7eed\u5206\u7c7b\u4fdd\u7559\u00a0\u201c\u7ebf\u7d22\u201d，\u907f\u514d\u7c7b\u522b\u9057\u5fd8\u3002<\/p>\n

    \u57fa\u4e8e\u00a0\u201c\u89c6\u89c9\u67e5\u8be2\u201d\u00a0\u7684\u91cd\u653e\u673a\u5236（VQ）：\u7528\u00a0\u201c\u7279\u5f81\u66ff\u8eab\u201d\u00a0\u590d\u4e60\u65e7\u7c7b，\u66ff\u4ee3\u4f20\u7edf\u56fe\u50cf\u91cd\u653e<\/p>\n

    \u4f20\u7edf\u65b9\u6cd5\u7684\u75db\u70b9：\u4e4b\u524d\u7f13\u89e3\u7c7b\u522b\u9057\u5fd8，\u9760\u5b58\u65e7\u7c7b\u7684\u539f\u59cb\u56fe\u50cf（\u56fe\u50cf\u91cd\u653e），\u4f46\u5360\u5b58\u50a8\u7a7a\u95f4\u5927\u3001\u4f9d\u8d56\u6570\u636e\u987a\u5e8f，\u8fd8\u53ef\u80fd\u6cc4\u9732\u9690\u79c1\u3002<\/p>\n

    \u8bba\u6587\u7684\u521b\u65b0：\u65e2\u7136\u00a0QPA \u751f\u6210\u7684\u67e5\u8be2\u5411\u91cf\u5df2\u7ecf\u548c\u65e7\u7c7b\u7279\u5f81\u00a0\u201c\u5b8c\u7f8e\u5bf9\u9f50\u201d（\u81ea\u5e26\u65e7\u7c7b\u7684\u7c7b\u522b\u8bed\u4e49），\u5c31\u4e0d\u7528\u5b58\u56fe\u50cf，\u76f4\u63a5\u5b58\u8fd9\u4e9b\u00a0\u201c\u67e5\u8be2\u5411\u91cf\u201d（\u5373\u00a0\u201c\u89c6\u89c9\u67e5\u8be2\u201d），\u7528\u5b83\u4eec\u5f53\u00a0\u201c\u65e7\u7c7b\u66ff\u8eab\u201d\u00a0\u6765\u590d\u4e60\u3002<\/p>\n

    \u4e09\u6b65\u5b9e\u73b0：<\/p>\n

  • \u5efa\u00a0\u201c\u67e5\u8be2\u5e93\u201d：\u8bad\u7ec3\u65f6\u628a\u6bcf\u4e2a\u65e7\u7c7b\u7684\u67e5\u8be2\u5411\u91cf\u5b58\u8d77\u6765，\u5f62\u6210\u865a\u62df\u67e5\u8be2\u5e93（VQ\u00a0Bank）；<\/li>\n
  • \u7167\u987e\u7a00\u6709\u7c7b：\u7edf\u8ba1\u5f53\u524d\u9636\u6bb5\u7684\u00a0\u201c\u4f2a\u5206\u5e03\u201d，\u7ed9\u7a00\u6709\u65e7\u7c7b\u66f4\u9ad8\u7684\u590d\u4e60\u6743\u91cd（\u907f\u514d\u8d8a\u7a00\u6709\u8d8a\u5bb9\u6613\u5fd8）；<\/li>\n
  • \u6df7\u5408\u590d\u4e60：\u5b66\u65b0\u7c7b\u65f6，\u4ece\u67e5\u8be2\u5e93\u4e2d\u62bd\u6837\u65e7\u7c7b\u7684\u865a\u62df\u67e5\u8be2，\u548c\u65b0\u7c7b\u7684\u67e5\u8be2\u4e00\u8d77\u8f93\u5165\u89e3\u7801\u5668\u00a0\u2014\u2014 \u865a\u62df\u67e5\u8be2\u53ea\u53c2\u4e0e\u00a0\u201c\u5206\u7c7b\u635f\u5931\u8ba1\u7b97\u201d（\u76f8\u5f53\u4e8e\u5e2e\u6a21\u578b\u590d\u4e60\u65e7\u7c7b\u6807\u7b7e），\u4e0d\u5e72\u6270\u65b0\u7c7b\u7684\u63a9\u7801\u751f\u6210\u3002<\/li>\n

    Multi-view Aggregation Network for Dichotomous Image Segmentation<\/p>\n

    \u7528\u4e8e\u4e8c\u5206\u7c7b\u56fe\u50cf\u5206\u5272\u7684\u591a\u89c6\u56fe\u805a\u5408\u7f51\u7edc<\/span><\/span><\/h3>\n

    \u7406\u89e3<\/span><\/span><\/h4>\n

    \u7528\u4e8e\u4e8c\u5206\u7c7b\u56fe\u50cf\u5206\u5272\u7684\u591a\u89c6\u56fe\u805a\u5408\u7f51\u7edc（MVANet）\u662f\u4e00\u79cd\u9488\u5bf9\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u8bbe\u8ba1\u7684\u8f7b\u91cf\u578b\u5206\u5272\u6a21\u578b\u00a0\u2014\u2014 \u5b83\u901a\u8fc7\u00a0\u201c\u591a\u89c6\u56fe\u83b7\u53d6\u4e92\u8865\u4fe1\u606f\u00a0+ \u805a\u5408\u7f51\u7edc\u878d\u5408\u7279\u5f81\u201d，\u9ad8\u6548\u89e3\u51b3\u00a0\u201c\u9ad8\u5206\u8fa8\u7387\u76ee\u6807\u5206\u5272\u7684\u7cbe\u5ea6\u4e0e\u6548\u7387\u5e73\u8861\u201d\u00a0\u95ee\u9898，\u6838\u5fc3\u76ee\u6807\u662f\u7cbe\u51c6\u533a\u5206\u56fe\u50cf\u4e2d\u7684\u00a0\u201c\u524d\u666f\u76ee\u6807\u201d\u00a0\u548c\u00a0\u201c\u80cc\u666f\u533a\u57df\u201d（\u5373\u4e8c\u5206\u7c7b\u5206\u5272）\u3002<\/p>\n

    \u591a\u89c6\u56fe：<\/p>\n

  • \u8bbe\u8ba1\u7075\u611f：\u6a21\u4eff\u4eba\u7c7b\u89c6\u89c9\u7cfb\u7edf\u00a0\u2014\u2014 \u65e2\u770b\u6574\u4f53（\u5168\u5c40），\u4e5f\u770b\u7ec6\u8282（\u5c40\u90e8）<\/li>\n
  • \u5177\u4f53\u5b9e\u73b0：\n
  • \u8fdc\u666f\u89c6\u56fe（Distant\u00a0View）：\u5c06\u9ad8\u5206\u8fa8\u7387\u539f\u56fe\u4e0b\u91c7\u6837\u4e3a\u4f4e\u5206\u8fa8\u7387\u56fe\u50cf，\u6355\u6349\u5168\u5c40\u8bed\u4e49\u4fe1\u606f（\u6bd4\u5982\u76ee\u6807\u6574\u4f53\u4f4d\u7f6e\u3001\u573a\u666f\u4e0a\u4e0b\u6587），\u89e3\u51b3\u00a0\u201c\u5c0f\u611f\u53d7\u91ce\u7f3a\u5168\u5c40\u4fe1\u606f\u201d\u00a0\u7684\u95ee\u9898\u3002<\/li>\n
  • \u8fd1\u666f\u89c6\u56fe（Close-up\u00a0View）：\u5c06\u9ad8\u5206\u8fa8\u7387\u539f\u56fe\u5747\u5300\u88c1\u526a\u4e3a\u975e\u91cd\u53e0\u5c40\u90e8\u8865\u4e01（\u8bba\u6587\u4e2d\u8bbe\u4e3a\u00a04 \u4e2a），\u4fdd\u7559\u7ec6\u7c92\u5ea6\u7ec6\u8282（\u6bd4\u5982\u76ee\u6807\u8fb9\u7f18\u3001\u7eb9\u7406\u3001\u7ec6\u5c0f\u7ed3\u6784），\u89e3\u51b3\u00a0\u201c\u5927\u611f\u53d7\u91ce\u4e22\u5c40\u90e8\u7ec6\u8282\u201d\u00a0\u7684\u95ee\u9898\u3002<\/li>\n<\/li>\n

    \u805a\u5408\u7f51\u7edc：<\/p>\n

  • \u6838\u5fc3\u4f5c\u7528：\u4e0d\u662f\u7b80\u5355\u62fc\u63a5\u591a\u89c6\u56fe\u7279\u5f81，\u800c\u662f\u901a\u8fc7\u4e13\u95e8\u8bbe\u8ba1\u7684\u6a21\u5757，\u8ba9\u8fdc\u666f\u548c\u8fd1\u666f\u7279\u5f81\u52a8\u6001\u4ea4\u4e92\u3001\u4e92\u8865\u589e\u5f3a，\u5f62\u6210\u66f4\u5168\u9762\u7684\u7279\u5f81\u8868\u793a\u3002<\/li>\n
  • \u5173\u952e\u6a21\u5757：\n
  • \u591a\u89c6\u56fe\u4e92\u8865\u5b9a\u4f4d\u6a21\u5757（MCLM）：\u7528\u8fdc\u666f\u7684\u5168\u5c40\u4fe1\u606f\u5f15\u5bfc\u8fd1\u666f\u5b9a\u4f4d，\u8fc7\u6ee4\u8fd1\u666f\u4e2d\u7684\u566a\u58f0，\u786e\u4fdd\u76ee\u6807\u4f4d\u7f6e\u7cbe\u51c6\u3002<\/li>\n
  • \u591a\u89c6\u56fe\u4e92\u8865\u7ec6\u5316\u6a21\u5757（MCRM）：\u7528\u8fd1\u666f\u7684\u7ec6\u8282\u4fe1\u606f\u8865\u5145\u8fdc\u666f，\u4fee\u590d\u8fdc\u666f\u4e2d\u7f3a\u5931\u7684\u8fb9\u7f18\u3001\u7ec6\u5c0f\u7ed3\u6784，\u63d0\u5347\u5206\u5272\u7cbe\u5ea6\u3002<\/li>\n
  • \u89c6\u56fe\u91cd\u6392\u6a21\u5757（VRM）：\u878d\u5408\u6240\u6709\u89c6\u56fe\u7279\u5f81，\u89e3\u51b3\u5c40\u90e8\u8865\u4e01\u62fc\u63a5\u540e\u7684\u8fb9\u754c\u9519\u4f4d\u95ee\u9898，\u8f93\u51fa\u5b8c\u6574\u9ad8\u5206\u8fa8\u7387\u5206\u5272\u7ed3\u679c\u3002<\/li>\n<\/li>\n

    \u6458\u8981<\/span><\/span><\/h4>\n

    \u4e8c\u5206\u7c7b\u56fe\u50cf\u5206\u5272（Dichotomous\u00a0Image Segmentation, DIS）\u662f\u8fd1\u5e74\u6765\u9488\u5bf9\u9ad8\u5206\u8fa8\u7387\u81ea\u7136\u56fe\u50cf\u7684\u9ad8\u7cbe\u5ea6\u76ee\u6807\u5206\u5272\u4efb\u52a1\u5174\u8d77\u7684\u7814\u7a76\u65b9\u5411\u3002\u8bbe\u8ba1\u9ad8\u6548\u7684\u00a0DIS \u6a21\u578b\u65f6，\u6838\u5fc3\u6311\u6218\u5728\u4e8e\u5982\u4f55\u5e73\u8861\u4e24\u65b9\u9762\u95ee\u9898：\u5c0f\u611f\u53d7\u91ce\u4e0b\u9ad8\u5206\u8fa8\u7387\u76ee\u6807\u7684\u8bed\u4e49\u5206\u6563，\u4ee5\u53ca\u5927\u611f\u53d7\u91ce\u4e0b\u9ad8\u7cbe\u5ea6\u7ec6\u8282\u7684\u4e22\u5931\u3002\u73b0\u6709\u65b9\u6cd5\u4f9d\u8d56\u7e41\u7410\u7684\u591a\u7f16\u7801\u5668\u00a0– \u89e3\u7801\u5668\u6d41\u548c\u591a\u9636\u6bb5\u6d41\u7a0b，\u9010\u6b65\u5b8c\u6210\u5168\u5c40\u5b9a\u4f4d\u4e0e\u5c40\u90e8\u7ec6\u5316\u3002\u4eba\u7c7b\u89c6\u89c9\u7cfb\u7edf\u901a\u8fc7\u591a\u89c6\u89d2\u89c2\u5bdf\u6765\u6355\u6349\u611f\u5174\u8da3\u533a\u57df，\u53d7\u6b64\u542f\u53d1，\u6211\u4eec\u5c06\u00a0DIS \u5efa\u6a21\u4e3a\u591a\u89c6\u56fe\u76ee\u6807\u611f\u77e5\u95ee\u9898，\u63d0\u51fa\u4e00\u79cd\u7b80\u6d01\u7684\u591a\u89c6\u56fe\u805a\u5408\u7f51\u7edc（MVANet）\u3002\u8be5\u7f51\u7edc\u901a\u8fc7\u5355\u4e00\u7f16\u7801\u5668\u00a0– \u89e3\u7801\u5668\u7ed3\u6784，\u5c06\u8fdc\u666f\u89c6\u56fe\u4e0e\u8fd1\u666f\u89c6\u56fe\u7684\u7279\u5f81\u878d\u5408\u7edf\u4e00\u5230\u5355\u4e00\u6d41\u7a0b\u4e2d\u3002\u501f\u52a9\u6240\u63d0\u51fa\u7684\u591a\u89c6\u56fe\u4e92\u8865\u5b9a\u4f4d\u6a21\u5757\u4e0e\u4e92\u8865\u7ec6\u5316\u6a21\u5757，\u6211\u4eec\u7684\u65b9\u6cd5\u5b9e\u73b0\u4e86\u8de8\u591a\u89c6\u56fe\u7684\u957f\u8ddd\u79bb\u3001\u6df1\u5c42\u6b21\u89c6\u89c9\u4ea4\u4e92，\u4f7f\u5305\u542b\u7ec6\u8282\u4fe1\u606f\u7684\u8fd1\u666f\u89c6\u56fe\u7279\u5f81\u80fd\u591f\u805a\u7126\u4e8e\u9ad8\u5ea6\u7ec6\u957f\u7684\u7ed3\u6784\u3002\u5728\u5e38\u7528\u7684\u00a0DIS-5K \u6570\u636e\u96c6\u4e0a\u7684\u5b9e\u9a8c\u8868\u660e，\u6211\u4eec\u7684\u00a0MVANet \u5728\u7cbe\u5ea6\u548c\u901f\u5ea6\u4e0a\u5747\u663e\u8457\u4f18\u4e8e\u73b0\u6709\u6700\u4f18\u65b9\u6cd5\u3002\u76f8\u5173\u6e90\u4ee3\u7801\u548c\u6570\u636e\u96c6\u5c06\u5728\u00a0MVANet \u5e73\u53f0\u516c\u5f00\u83b7\u53d6\u3002<\/p>\n

    \u7406\u89e31<\/span><\/span><\/h5>\n

    \u73b0\u6709\u65b9\u6cd5\u4f9d\u8d56\u7e41\u7410\u7684\u591a\u7f16\u7801\u5668\u00a0– \u89e3\u7801\u5668\u6d41\u548c\u591a\u9636\u6bb5\u6d41\u7a0b，\u9010\u6b65\u5b8c\u6210\u5168\u5c40\u5b9a\u4f4d\u4e0e\u5c40\u90e8\u7ec6\u5316\u3002<\/p>\n

    \u73b0\u6709\u4e8c\u5206\u7c7b\u56fe\u50cf\u5206\u5272（DIS）\u65b9\u6cd5，\u9700\u8981\u9760\u00a0\u201c\u591a\u4e2a\u72ec\u7acb\u7684\u7f16\u7801\u5668\u00a0– \u89e3\u7801\u5668\u5206\u652f\u201d+\u201c\u5206\u6b65\u9aa4\u7684\u6d41\u7a0b\u201d，\u624d\u80fd\u5148\u627e\u5230\u76ee\u6807\u5927\u81f4\u4f4d\u7f6e，\u518d\u6162\u6162\u4f18\u5316\u7ec6\u8282<\/p>\n

    \u591a\u7f16\u7801\u5668\u00a0– \u89e3\u7801\u5668\u6d41：\u8bbe\u8ba1\u591a\u4e2a\u5e76\u884c\u7684\u7f16\u7801\u5668\u00a0– \u89e3\u7801\u5668\u5206\u652f，\u6bd4\u5982\u4e00\u4e2a\u5206\u652f\u4e13\u95e8\u63d0\u53d6\u5168\u5c40\u7279\u5f81（\u5e2e\u627e\u76ee\u6807\u4f4d\u7f6e），\u53e6\u4e00\u4e2a\u5206\u652f\u4e13\u95e8\u63d0\u53d6\u5c40\u90e8\u7279\u5f81（\u5e2e\u4fee\u7ec6\u8282），\u5206\u652f\u4e4b\u95f4\u76f8\u4e92\u72ec\u7acb，\u7ed3\u6784\u5197\u4f59<\/p>\n

    \u591a\u9636\u6bb5\u6d41\u7a0b：\u4e0d\u80fd\u4e00\u6b65\u5b8c\u6210\u5206\u5272，\u8981\u5206\u00a0\u201c\u5148\u540e\u6b65\u9aa4\u201d\u00a0\u9010\u6b65\u4f18\u5316<\/p>\n

    \u7406\u89e32<\/span><\/span><\/h5>\n

    \u8be5\u7f51\u7edc\u901a\u8fc7\u5355\u4e00\u7f16\u7801\u5668\u00a0– \u89e3\u7801\u5668\u7ed3\u6784，\u5c06\u8fdc\u666f\u89c6\u56fe\u4e0e\u8fd1\u666f\u89c6\u56fe\u7684\u7279\u5f81\u878d\u5408\u7edf\u4e00\u5230\u5355\u4e00\u6d41\u7a0b\u4e2d\u3002\u501f\u52a9\u6240\u63d0\u51fa\u7684\u591a\u89c6\u56fe\u4e92\u8865\u5b9a\u4f4d\u6a21\u5757\u4e0e\u4e92\u8865\u7ec6\u5316\u6a21\u5757，\u6211\u4eec\u7684\u65b9\u6cd5\u5b9e\u73b0\u4e86\u8de8\u591a\u89c6\u56fe\u7684\u957f\u8ddd\u79bb\u3001\u6df1\u5c42\u6b21\u89c6\u89c9\u4ea4\u4e92，\u4f7f\u5305\u542b\u7ec6\u8282\u4fe1\u606f\u7684\u8fd1\u666f\u89c6\u56fe\u7279\u5f81\u80fd\u591f\u805a\u7126\u4e8e\u9ad8\u5ea6\u7ec6\u957f\u7684\u7ed3\u6784\u3002<\/p>\n

    MVANet \u7528\u00a0\u201c\u4e00\u5957\u7f16\u7801\u5668\u00a0– \u89e3\u7801\u5668\u201d\u00a0\u66ff\u4ee3\u4f20\u7edf\u7684\u00a0\u201c\u591a\u5957\u5206\u652f\u201d，\u628a\u8fdc\u666f（\u5168\u5c40\u4fe1\u606f）\u548c\u8fd1\u666f（\u5c40\u90e8\u7ec6\u8282）\u7684\u7279\u5f81\u5728\u540c\u4e00\u4e2a\u6d41\u7a0b\u91cc\u52a8\u6001\u878d\u5408，\u518d\u901a\u8fc7\u4e24\u4e2a\u4e13\u5c5e\u6a21\u5757\u5b9e\u73b0\u8de8\u89c6\u56fe\u7684\u6df1\u5ea6\u4fe1\u606f\u4ea4\u4e92，\u6700\u7ec8\u8ba9\u8fd1\u666f\u7684\u7ec6\u8282\u7279\u5f81\u7cbe\u51c6\u6355\u6349\u5230\u56fe\u50cf\u4e2d\u7ec6\u957f\u7684\u76ee\u6807\u7ed3\u6784（\u6bd4\u5982\u7f1d\u9699\u3001\u7ec6\u8fb9\u3001\u7ec6\u957f\u8f6e\u5ed3）<\/p>\n

    \u5355\u4e00\u7f16\u7801\u5668\u00a0– \u89e3\u7801\u5668\u7ed3\u6784：<\/p>\n

  • \u7edf\u4e00\u8fdc\u666f\u4e0e\u8fd1\u666f\u7279\u5f81\u878d\u5408：\u4e4b\u524d\u7684\u6a21\u578b\u8981\u505a\u00a0\u201c\u5168\u5c40\u5b9a\u4f4d\u00a0+ \u5c40\u90e8\u7ec6\u5316\u201d，\u5f97\u7528\u00a0\u201c\u591a\u5957\u7f16\u7801\u5668\u00a0– \u89e3\u7801\u5668\u5206\u652f\u201d，\u6d41\u7a0b\u662f\u00a0\u201c\u5148\u8dd1\u5168\u5c40\u5206\u652f，\u518d\u8dd1\u5c40\u90e8\u5206\u652f\u201d；<\/li>\n
  • MVANet \u7684\u6539\u8fdb：\u53ea\u7528\u00a0\u201c\u4e00\u5957\u7f16\u7801\u5668\u00a0+ \u4e00\u5957\u89e3\u7801\u5668\u201d（\u5355\u4e00\u7ed3\u6784），\u628a\u00a0\u201c\u8fdc\u666f\u89c6\u56fe\u201d（\u4f4e\u5206\u8fa8\u7387\u5168\u5c40\u56fe，\u6293\u6574\u4f53\u4f4d\u7f6e）\u548c\u00a0\u201c\u8fd1\u666f\u89c6\u56fe\u201d（\u88c1\u526a\u7684\u5c40\u90e8\u8865\u4e01，\u6293\u7ec6\u8282）\u7684\u56fe\u50cf，\u4e00\u8d77\u8f93\u5165\u5230\u8fd9\u4e00\u5957\u7ed3\u6784\u91cc\u3002<\/li>\n

    \u591a\u89c6\u56fe\u4e92\u8865\u5b9a\u4f4d\u6a21\u5757（MCLM）：\u5148\u00a0\u201c\u627e\u5bf9\u4f4d\u7f6e\u201d<\/p>\n

  • \u6838\u5fc3\u4f5c\u7528：\u89e3\u51b3\u00a0\u201c\u8fd1\u666f\u89c6\u56fe\u53ef\u80fd\u627e\u9519\u76ee\u6807\u201d\u00a0\u7684\u95ee\u9898，\u8ba9\u5168\u5c40\u548c\u5c40\u90e8\u4e00\u8d77\u7cbe\u51c6\u5b9a\u4f4d\u76ee\u6807<\/li>\n
  • \u5177\u4f53\u64cd\u4f5c：\n
  • \u8fdc\u666f\u7279\u5f81（\u5168\u5c40\u4fe1\u606f）\u5148\u786e\u5b9a\u00a0\u201c\u76ee\u6807\u7684\u5927\u81f4\u8303\u56f4\u201d，\u751f\u6210\u00a0\u201c\u5b9a\u4f4d\u6307\u5f15\u201d；<\/li>\n
  • \u628a\u8fd9\u4e2a\u00a0\u201c\u6307\u5f15\u201d\u00a0\u4f20\u7ed9\u8fd1\u666f\u7279\u5f81，\u8fc7\u6ee4\u6389\u8fd1\u666f\u91cc\u7684\u80cc\u666f\u566a\u58f0（\u6bd4\u5982\u8fd1\u666f\u8865\u4e01\u91cc\u7684\u65e0\u5173\u7eb9\u7406），\u8ba9\u8fd1\u666f\u53ea\u805a\u7126\u4e8e\u76ee\u6807\u6240\u5728\u7684\u533a\u57df；<\/li>\n
  • \u540c\u65f6\u901a\u8fc7\u00a0\u201c\u4ea4\u53c9\u6ce8\u610f\u529b\u673a\u5236\u201d，\u8ba9\u4e0d\u540c\u8fd1\u666f\u8865\u4e01\u4e4b\u95f4\u80fd\u4ea4\u6362\u4fe1\u606f（\u6bd4\u5982\u5de6\u8fb9\u8865\u4e01\u7684\u76ee\u6807\u548c\u53f3\u8fb9\u8865\u4e01\u7684\u76ee\u6807\u662f\u8fde\u5728\u4e00\u8d77\u7684），\u907f\u514d\u5c40\u90e8\u89c6\u89d2\u7684\u00a0\u201c\u89c6\u91ce\u5c40\u9650\u201d\u3002<\/li>\n<\/li>\n

    \u591a\u89c6\u56fe\u4e92\u8865\u7ec6\u5316\u6a21\u5757（MCRM）：\u518d\u00a0\u201c\u8865\u5168\u7ec6\u8282\u201d<\/p>\n

  • \u6838\u5fc3\u4f5c\u7528：\u89e3\u51b3\u00a0\u201c\u8fdc\u666f\u7279\u5f81\u4e22\u5931\u7ec6\u5c0f\u7ec4\u4ef6\u201d\u00a0\u7684\u95ee\u9898，\u7528\u8fd1\u666f\u7684\u7ec6\u8282\u5b8c\u5584\u5168\u5c40\u7279\u5f81；<\/li>\n
  • \u5177\u4f53\u64cd\u4f5c：\n
  • \u8fdc\u666f\u7279\u5f81\u5df2\u7ecf\u6709\u4e86\u76ee\u6807\u7684\u5927\u81f4\u8f6e\u5ed3，\u4f46\u53ef\u80fd\u6f0f\u4e86\u7ec6\u957f\u7ed3\u6784（\u6bd4\u5982\u6905\u5b50\u7684\u7ec6\u817f\u3001\u683c\u6805\u7684\u7f1d\u9699）；<\/li>\n
  • \u8fd1\u666f\u7279\u5f81\u56e0\u4e3a\u662f\u00a0\u201c\u8fd1\u8ddd\u79bb\u89c2\u5bdf\u201d，\u80fd\u6e05\u6670\u6355\u6349\u5230\u8fd9\u4e9b\u7ec6\u957f\u7ec6\u8282，\u901a\u8fc7\u00a0\u201c\u4ea4\u53c9\u6ce8\u610f\u529b\u673a\u5236\u201d\u00a0\u628a\u8fd9\u4e9b\u7ec6\u8282\u4fe1\u606f\u00a0\u201c\u586b\u201d\u00a0\u5230\u8fdc\u666f\u7279\u5f81\u91cc；<\/li>\n
  • \u540c\u65f6\u8fc7\u6ee4\u6389\u8fd1\u666f\u91cc\u7684\u5197\u4f59\u566a\u58f0（\u6bd4\u5982\u5c40\u90e8\u80cc\u666f\u7684\u5e72\u6270），\u8ba9\u8865\u5145\u7684\u7ec6\u8282\u90fd\u662f\u7cbe\u51c6\u6709\u6548\u7684\u3002<\/li>\n<\/li>\n","protected":false},"excerpt":{"rendered":"

    Rethinking Query-based Transformer for Continual Image Segmentation
    \n\u91cd\u65b0\u5ba1\u89c6\u9762\u5411\u6301\u7eed\u56fe\u50cf\u5206\u5272\u7684\u57fa\u4e8e\u67e5\u8be2\u7684\u00a0Transformer
    \n\u7406\u89e3
    \n\u9488\u5bf9\u00a0\u201c\u6301\u7eed\u56fe\u50cf\u5206\u5272\u201d\u00a0\u4efb\u52a1，\u91cd\u65b0\u5206\u6790\u5e76\u4f18\u5316\u00a0\u201c\u57fa\u4e8e\u67e5\u8be2\u7684\u00a0Transformer\u201d \u6a21\u578b\u7684\u5e94\u7528\u903b\u8f91
    \n\u57fa\u4e8e\u67e5\u8be2\u7684\u00a0Transformer：\u56fe\u50cf\u5206\u5272\u9886\u57df\u7684\u4e3b\u6d41\u6a21\u578b\u67b6\u6784（\u5982\u8bba\u6587\u7528\u7684\u00a0Mask2Former）&#xff<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[50,371,523],"topic":[],"class_list":["post-65889","post","type-post","status-publish","format-standard","hentry","category-server","tag-50","tag-371","tag-523"],"yoast_head":"\n\u3010\u8bba\u6587\u5b66\u4e60\u3011\u91cd\u65b0\u5ba1\u89c6\u9762\u5411\u6301\u7eed\u56fe\u50cf\u5206\u5272\u7684\u57fa\u4e8e\u67e5\u8be2\u7684 Transformer || \u7528\u4e8e\u4e8c\u5206\u7c7b\u56fe\u50cf\u5206\u5272\u7684\u591a\u89c6\u56fe\u805a\u5408\u7f51\u7edc - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/65889.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u3010\u8bba\u6587\u5b66\u4e60\u3011\u91cd\u65b0\u5ba1\u89c6\u9762\u5411\u6301\u7eed\u56fe\u50cf\u5206\u5272\u7684\u57fa\u4e8e\u67e5\u8be2\u7684 Transformer || \u7528\u4e8e\u4e8c\u5206\u7c7b\u56fe\u50cf\u5206\u5272\u7684\u591a\u89c6\u56fe\u805a\u5408\u7f51\u7edc - 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