{"id":9856,"date":"2022-11-09T17:21:00","date_gmt":"2022-11-09T09:21:00","guid":{"rendered":"http:\/\/139.9.1.231\/?p=9856"},"modified":"2022-11-03T17:32:13","modified_gmt":"2022-11-03T09:32:13","slug":"ddpm_seg","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2022\/11\/09\/ddpm_seg\/","title":{"rendered":"\u57fa\u4e8e\u6269\u6563\u6a21\u578b\u7684\u8bed\u4e49\u5206\u5272"},"content":{"rendered":"\n\n\n<p>\u8bba\u6587\u6807\u9898\uff1aLABEL-EFFICIENT SEMANTIC SEGMENTATION WITH DIFFUSION MODELS<\/p>\n\n\n\n<p>\u8bba\u6587\u5730\u5740\uff1a<a href=\"https:\/\/arxiv.org\/pdf\/2112.03126.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/arxiv.org\/pdf\/2112.03126.pdf<\/a><\/p>\n\n\n\n<p>\u8bba\u6587\u4ee3\u7801\uff1a<a rel=\"noreferrer noopener\" href=\"https:\/\/github.com\/yandex-research\/ddpm-segmentation\" target=\"_blank\">https:\/\/github.com\/yandex-research\/ddpm-segmentation<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"245\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/11\/image-33-1024x245.png\" alt=\"\" class=\"wp-image-10035\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/11\/image-33-1024x245.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/11\/image-33-300x72.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/11\/image-33-768x184.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/11\/image-33.png 1148w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 id=\"h_571492113_0\"><strong>\u6458\u8981<\/strong><\/h2>\n\n\n\n<ol><li>\u80cc\u666f\u4ecb\u7ecd\uff1a \u53bb\u566a\u6269\u6563\u6982\u7387\u6a21\u578b<strong>DDPM<\/strong>\u6700\u8fd1\u53d7\u5230\u4e86\u5f88\u591a\u7814\u7a76\u5173\u6ce8\uff0c\u56e0\u4e3a\u5b83\u4eec\u4f18\u4e8e\u5176\u4ed6\u65b9\u6cd5\uff0c\u5982GAN\uff0c\u5e76\u4e14\u76ee\u524d\u63d0\u4f9b\u4e86\u6700\u5148\u8fdb\u7684\u751f\u6210\u6027\u80fd\u3002\u5dee\u5206\u878d\u5408\u6a21\u578b\u7684\u4f18\u5f02\u6027\u80fd\u4f7f\u5176\u5728\u4fee\u590d\u3001\u8d85\u5206\u8fa8\u7387\u548c\u8bed\u4e49\u7f16\u8f91\u7b49\u5e94\u7528\u4e2d\u6210\u4e3a\u4e00\u4e2a\u5f88\u6709\u5438\u5f15\u529b\u7684\u5de5\u5177\u3002<\/li><li>\u7814\u7a76\u65b9\u6cd5\uff1a \u4f5c\u8005\u4e3a\u4e86\u8bc1\u660e\u6269\u6563\u6a21\u578b\u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u8bed\u4e49\u5206\u5272\u7684\u5de5\u5177\uff0c\u7279\u522b\u662f\u5728\u6807\u8bb0\u6570\u636e\u7a00\u7f3a\u7684\u60c5\u51b5\u4e0b\u3002\u5bf9\u4e8e\u51e0\u4e2a\u9884\u5148\u8bad\u7ec3\u7684\u6269\u6563\u6a21\u578b\uff0c\u4f5c\u8005\u7814\u7a76\u4e86\u7f51\u7edc\u4e2d\u6267\u884c\u9006\u6269\u6563\u8fc7\u7a0b\u9a6c\u5c14\u53ef\u592b\u6b65\u9aa4\u7684\u4e2d\u95f4\u6fc0\u6d3b\u3002\u7ed3\u679c\u8868\u660e\u8fd9\u4e9b\u6fc0\u6d3b\u6709\u6548\u5730\u4ece\u8f93\u5165\u56fe\u50cf\u4e2d\u6355\u83b7\u8bed\u4e49\u4fe1\u606f\uff0c\u5e76\u4e14\u4f3c\u4e4e\u662f\u5206\u5272\u95ee\u9898\u7684\u51fa\u8272\u50cf\u7d20\u7ea7\u8868\u793a\u3002\u57fa\u4e8e\u8fd9\u4e9b\u89c2\u5bdf\u7ed3\u679c\uff0c\u4f5c\u8005\u63cf\u8ff0\u4e86\u4e00\u79cd\u7b80\u5355\u7684\u5206\u5272\u65b9\u6cd5\uff0c\u5373\u4f7f\u53ea\u63d0\u4f9b\u4e86\u5c11\u91cf\u7684\u8bad\u7ec3\u56fe\u50cf\u4e5f\u53ef\u4ee5\u4f7f\u7528\u3002<\/li><li>\u5b9e\u9a8c\u7ed3\u679c\uff1a \u63d0\u51fa\u7684\u7b97\u6cd5\u5728\u591a\u4e2a\u6570\u636e\u96c6\u4e0a\u663e\u7740\u4f18\u4e8e\u73b0\u6709\u7684\u66ff\u4ee3\u65b9\u6cd5\u3002<\/li><\/ol>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"537\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/11\/image-34-1024x537.png\" alt=\"\" class=\"wp-image-10037\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/11\/image-34-1024x537.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/11\/image-34-300x157.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/11\/image-34-768x403.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/11\/image-34.png 1177w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"553\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/11\/image-35-1024x553.png\" alt=\"\" class=\"wp-image-10038\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/11\/image-35-1024x553.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/11\/image-35-300x162.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/11\/image-35-768x414.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2022\/11\/image-35.png 1160w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u8bba\u6587\u6807\u9898\uff1aLABEL-EFFICIENT SEMANTIC SEGMENTATION WITH DIFFUSI &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2022\/11\/09\/ddpm_seg\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">\u57fa\u4e8e\u6269\u6563\u6a21\u578b\u7684\u8bed\u4e49\u5206\u5272<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[29,24,9],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/9856"}],"collection":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/comments?post=9856"}],"version-history":[{"count":6,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/9856\/revisions"}],"predecessor-version":[{"id":10039,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/9856\/revisions\/10039"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=9856"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=9856"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=9856"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}