{"id":4312,"date":"2025-11-11T19:10:59","date_gmt":"2025-11-11T11:10:59","guid":{"rendered":"https:\/\/www.15zhi.net\/blog\/?p=4312"},"modified":"2025-11-11T19:10:59","modified_gmt":"2025-11-11T11:10:59","slug":"202511-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-mode-clip-data-experts-via-clustering","status":"publish","type":"post","link":"https:\/\/www.15zhi.net\/blog\/202511-%e8%ae%ba%e6%96%87%e7%a0%94%e8%af%bb-mode-clip-data-experts-via-clustering\/","title":{"rendered":"202511 \u8bba\u6587\u7814\u8bfb-MoDE: CLIP Data Experts via Clustering"},"content":{"rendered":"\n

\u6765\u6e90: 2024, \u00a0CVPR<\/p>\n\n\n\n

\u4f5c\u8005: Jiawei Ma, Po-Yao Huang, Saining Xie<\/p>\n\n\n\n

\u5355\u4f4d: Colubmia University<\/p>\n\n\n\n

\u4e00\u3001\u8bba\u6587\u4e3b\u8981\u5de5\u4f5c<\/h2>\n\n\n\n

\u8fd9\u7bc7\u6587\u7ae0\u63d0\u51fa\u4e86\u6df7\u5408\u6570\u636e\u4e13\u5bb6(\u6a21\u5f0f)\uff0c\u5e76\u901a\u8fc7\u805a\u7c7b\u5b66\u4e60\u4e86CLIP \u6570\u636e\u4e13\u5bb6\u7cfb\u7edf\u3002\u6bcf\u4e2a\u6570\u636e\u4e13\u5bb6\u90fd\u5728\u4e00\u4e2a\u6570\u636e\u96c6\u7fa4\u4e0a\u63a5\u53d7\u57f9\u8bad\uff0c\u5bf9\u5176\u4ed6\u96c6\u7fa4\u4e2d\u7684\u5047\u9634\u6027\u566a\u58f0\u4e0d\u90a3\u4e48\u654f\u611f\u3002\u5728\u63a8\u7406\u65f6\uff0c\u901a\u8fc7\u5e94\u7528\u4efb\u52a1\u5143\u6570\u636e\u548c\u96c6\u7fa4\u6761\u4ef6\u4e4b\u95f4\u7684\u76f8\u5173\u6027\u786e\u5b9a\u7684\u6743\u91cd\u6765\u96c6\u6210\u5b83\u4eec\u7684\u8f93\u51fa\u3002\u4e3a\u4e86\u51c6\u786e\u4f30\u8ba1\u76f8\u5173\u6027\uff0c\u4e00\u4e2a\u805a\u7c7b\u4e2d\u7684\u6837\u672c\u5728\u8bed\u4e49\u4e0a\u5e94\u8be5\u662f\u76f8\u4f3c\u7684\uff0c\u4f46\u6570\u636e\u4e13\u5bb6\u7684\u6570\u91cf\u4ecd\u7136\u5e94\u8be5\u662f\u5408\u7406\u7684\uff0c\u4ee5\u4fbf\u8fdb\u884c\u8bad\u7ec3\u548c\u63a8\u7406\u3002\u56e0\u6b64\uff0c\u8fd9\u7bc7\u7814\u7a76\u8003\u8651\u4e86\u4eba\u7c7b\u8bed\u8a00\u4e2d\u7684\u672c\u4f53\uff0c\u5e76\u63d0\u51fa\u4f7f\u7528\u7ec6\u7c92\u5ea6\u7684\u805a\u7c7b\u4e2d\u5fc3\u6765\u8868\u793a\u7c97\u7c92\u5ea6\u7684\u6bcf\u4e2a\u6570\u636e\u4e13\u5bb6\u3002<\/p>\n\n\n\n

\u4e8c\u3001\u6a21\u578b<\/h2>\n\n\n\n
\"\"<\/figure>\n\n\n\n

\u4e09\u3001\u7b97\u6cd5<\/h2>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n

\u56db\u3001\u5b9e\u9a8c\u7ed3\u679c<\/h2>\n\n\n\n
\"\"<\/figure>\n\n\n\n
\"\"<\/figure>\n\n\n\n

\u4e94\u3001\u603b\u7ed3<\/h2>\n\n\n\n

\u8bfe\u9898\u7efc\u5408\u5bf9\u9f50\u601d\u8003:
\u6280\u672f\u521b\u65b0\u2014\u6570\u636e\u62d3\u6251\u6807\u7b7e\u8ba1\u7b97\uff1a\u8fd9\u7bc7\u7814\u7a76\u6240\u4f7f\u7528\u7684\u6280\u672f\u624b\u6bb5\u662f\u4f20\u7edf\u7684
k-means\uff0c\u4e0e\u6211\u76ee\u524d\u7814\u7a76\u7684\u6570\u636e\u62d3\u6251\u6807\u7b7e\u8ba1\u7b97\u5173\u7cfb\u4e0d\u5927\u3002
\u6280\u672f\u76ee\u6807\u2014\u8de8\u57df\u77e5\u8bc6\u7ed3\u6784\u5bf9\u5176\uff1a\u8fd9\u7bc7\u7814\u7a76\u7684\u76ee\u7684\u662f\u4f7f\u5f97\u6587\u672c\u4e0e\u56fe\u50cf\u66f4\u597d\u7684\u5bf9\u9f50\uff0c\u4e0d\u8fc7\u5176\u6587\u672c\u4e0e\u56fe\u50cf\u90fd\u662f\u5df2\u5b58\u5728\u53ea\u9700\u8981\u505a\u5bf9\u5e94\u7684\u6620\u5c04\u5b66\u4e60\u5c31\u884c\uff1b\u4e0e\u6211\u7684\u8de8\u6570\u636e\u96c6\u77e5\u8bc6\u7ed3\u6784\u5bf9\u9f50\u5173\u7cfb\u4e0d\u5927\u3002
\u573a\u666f\u529f\u80fd\u2014\u98df\u517b\u901a\uff1a\u8fd9\u7bc7\u7814\u7a76\u6240\u4f7f\u7528\u6620\u5c04\u5b66\u4e60\u6846\u67b6\u53ef\u4ee5\u5e2e\u52a9\u98df\u517b\u901a\u66f4\u597d\u7684\u5c06\u914d\u6599\u8868\u4e0e\u8425\u517b\u6210\u5206\u5bf9\u9f50\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u6765\u6e90: 2024, \u00a0CVPR \u4f5c\u8005: Jiawei Ma, Po-Yao Huang, Saining Xi […]<\/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-4312","post","type-post","status-publish","format-standard","hentry","category-events"],"_links":{"self":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/4312","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=4312"}],"version-history":[{"count":1,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/4312\/revisions"}],"predecessor-version":[{"id":4322,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/posts\/4312\/revisions\/4322"}],"wp:attachment":[{"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/media?parent=4312"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/categories?post=4312"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.15zhi.net\/blog\/wp-json\/wp\/v2\/tags?post=4312"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}