{"id":3664,"date":"2025-07-17T11:00:33","date_gmt":"2025-07-17T03:00:33","guid":{"rendered":"https:\/\/www.15zhi.net\/blog\/?p=3664"},"modified":"2025-07-17T11:00:33","modified_gmt":"2025-07-17T03:00:33","slug":"202507-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-dying-clusters-is-all-you-need-deep-clustering-with-an-unknown-number-of-clusters","status":"publish","type":"post","link":"https:\/\/www.15zhi.net\/blog\/202507-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-dying-clusters-is-all-you-need-deep-clustering-with-an-unknown-number-of-clusters\/","title":{"rendered":"202507 \u8bba\u6587\u7814\u8bfb- Dying Clusters Is All You Need &#8211; Deep Clustering With an Unknown Number of Clusters"},"content":{"rendered":"\n<p>\u6765\u6e90: 2024, \u00a0ICDM Workshop<br>\u4f5c\u8005: Collin Leiber, Niklas Strau\u00df, Matthias Schubert, Thomas Seidl<br>\u5355\u4f4d: \u6155\u5c3c\u9ed1\u673a\u5668\u5b66\u4e60\u4e2d\u5fc3\uff08MCML\uff09<\/p>\n\n\n\n<h2 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src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u56fe\u72471.png\" alt=\"\" class=\"wp-image-3668\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"473\" height=\"67\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u56fe\u72472.png\" alt=\"\" class=\"wp-image-3669\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u56fe\u72472.png 473w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u56fe\u72472-300x42.png 300w\" sizes=\"auto, (max-width: 473px) 100vw, 473px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"481\" height=\"70\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u56fe\u72473.png\" alt=\"\" class=\"wp-image-3670\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u56fe\u72473.png 481w, 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src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u56fe\u72477.png\" alt=\"\" class=\"wp-image-3674\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u56fe\u72477.png 453w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u56fe\u72477-300x225.png 300w\" sizes=\"auto, (max-width: 453px) 100vw, 453px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"453\" height=\"338\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u56fe\u72478.png\" alt=\"\" class=\"wp-image-3675\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u56fe\u72478.png 453w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u56fe\u72478-300x224.png 300w\" sizes=\"auto, (max-width: 453px) 100vw, 453px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"508\" height=\"437\" src=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u56fe\u72479.png\" alt=\"\" class=\"wp-image-3676\" srcset=\"https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u56fe\u72479.png 508w, https:\/\/www.15zhi.net\/blog\/wp-content\/uploads\/2025\/07\/\u56fe\u72479-300x258.png 300w\" sizes=\"auto, (max-width: 508px) 100vw, 508px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u603b\u7ed3\u4e0e\u601d\u8003<\/h2>\n\n\n\n<p>\uff08\u4e00\uff09\u3001\u8bba\u6587\u7684\u6838\u5fc3\u5185\u5bb9:<\/p>\n\n\n\n<p>\u00a0\u00a0\u00a0    \u672c\u6587\u662f\u4e00\u4e2a\u7528\u4e8e\u4f30\u8ba1\u805a\u7c7b\u6570\u91cf\u7684\u6846\u67b6\uff0c\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u4e0e\u8bb8\u591a\u6df1\u5ea6\u805a\u7c7b\u7b97\u6cd5\u76f8\u7ed3\u5408\u3002<\/p>\n\n\n\n<p>\uff08\u4e8c\uff09\u3001\u7efc\u5408\u5bf9\u9f50\u601d\u8003:<\/p>\n\n\n\n<p>      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[&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3664","post","type-post","status-publish","format-standard","hentry","category-events"],"_links":{"self":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/3664","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/comments?post=3664"}],"version-history":[{"count":1,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/3664\/revisions"}],"predecessor-version":[{"id":3677,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/3664\/revisions\/3677"}],"wp:attachment":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/media?parent=3664"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/categories?post=3664"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/tags?post=3664"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}