{"id":103,"date":"2023-05-09T21:47:05","date_gmt":"2023-05-09T13:47:05","guid":{"rendered":"https:\/\/myhelpfulai.com\/?p=103"},"modified":"2023-05-09T21:48:57","modified_gmt":"2023-05-09T13:48:57","slug":"latent-diffusion","status":"publish","type":"post","link":"https:\/\/aitimes.link\/index.php\/2023\/05\/09\/latent-diffusion\/","title":{"rendered":"LatentDiffusion\u6a21\u578b\u8bba\u6587"},"content":{"rendered":"\n

[2112.10752] \u4f7f\u7528\u6f5c\u5728\u6269\u6563\u6a21\u578b\u8fdb\u884c\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u5408\u6210 (arxiv.org)<\/a><\/p>\n\n\n\n

[\u63d0\u4ea4\u4e8e 20 \u5e74 2021 \u6708 1 \u65e5 \uff08v13<\/a>\uff09\uff0c\u6700\u540e\u4fee\u8ba2\u4e8e 2022 \u5e74 2 \u6708 <> \u65e5\uff08\u6b64\u7248\u672c\uff0cv<>\uff09]<\/p>\n\n\n\n

\u57fa\u4e8e\u6f5c\u5728\u6269\u6563\u6a21\u578b\u7684\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u5408\u6210<\/h1>\n\n\n\n

\u7f57\u5bbe\u00b7\u9686\u5df4\u8d6b<\/a>\u3001\u5b89\u5fb7\u70c8\u4e9a\u65af\u00b7\u5e03\u62c9\u7279\u66fc<\/a>\u3001\u591a\u7c73\u5c3c\u514b\u00b7\u6d1b\u4f26\u8328<\/a>\u3001\u5e15\u7279\u91cc\u514b\u00b7\u57c3\u745f<\/a>\u3001\u6bd4\u7ea6\u6069\u00b7\u5965\u9ed8<\/a><\/p>\n\n\n\n

\n

\u901a\u8fc7\u5c06\u56fe\u50cf\u5f62\u6210\u8fc7\u7a0b\u5206\u89e3\u4e3a\u987a\u5e8f\u5e94\u7528 \u964d\u566a\u81ea\u52a8\u7f16\u7801\u5668\u3001\u6269\u6563\u6a21\u578b \uff08DM\uff09 \u5b9e\u73b0\u6700\u5148\u8fdb\u7684\u6280\u672f \u56fe\u50cf\u6570\u636e\u53ca\u5176\u4ed6\u65b9\u9762\u7684\u5408\u6210\u7ed3\u679c\u3002\u6b64\u5916\uff0c\u5b83\u4eec\u7684\u914d\u65b9 \u5141\u8bb8\u4f7f\u7528\u5f15\u5bfc\u673a\u5236\u6765\u63a7\u5236\u56fe\u50cf\u751f\u6210\u8fc7\u7a0b\uff0c\u800c\u65e0\u9700 \u57f9\u8bad\u3002\u4f46\u662f\uff0c\u7531\u4e8e\u8fd9\u4e9b\u6a21\u578b\u901a\u5e38\u76f4\u63a5\u4ee5\u50cf\u7d20\u4e3a\u5355\u4f4d\u8fd0\u884c \u7a7a\u95f4\uff0c\u5f3a\u5927\u7684DM\u7684\u4f18\u5316\u901a\u5e38\u9700\u8981\u6d88\u8017\u6570\u767e\u5929\u7684GPU\u548c \u7531\u4e8e\u987a\u5e8f\u8bc4\u4f30\uff0c\u63a8\u7406\u6210\u672c\u5f88\u9ad8\u3002\u542f\u7528 DM \u8bad\u7ec3 \u6709\u9650\u7684\u8ba1\u7b97\u8d44\u6e90\uff0c\u540c\u65f6\u4fdd\u6301\u5176\u8d28\u91cf\u548c\u7075\u6d3b\u6027\uff0c \u6211\u4eec\u5c06\u5b83\u4eec\u5e94\u7528\u4e8e\u5f3a\u5927\u7684\u9884\u8bad\u7ec3\u81ea\u52a8\u7f16\u7801\u5668\u7684\u6f5c\u5728\u7a7a\u95f4\u4e2d\u3002\u5728 \u4e0e\u4ee5\u524d\u7684\u5de5\u4f5c\u76f8\u6bd4\uff0c\u5728\u8fd9\u79cd\u8868\u793a\u4e0a\u8bad\u7ec3\u6269\u6563\u6a21\u578b \u5141\u8bb8\u9996\u6b21\u8fbe\u5230\u590d\u6742\u5ea6\u4e4b\u95f4\u7684\u63a5\u8fd1\u6700\u4f73\u70b9 \u51cf\u5c11\u548c\u7ec6\u8282\u4fdd\u7559\uff0c\u5927\u5927\u63d0\u9ad8\u89c6\u89c9\u4fdd\u771f\u5ea6\u3002\u7531 \u5728\u6a21\u578b\u67b6\u6784\u4e2d\u5f15\u5165\u4ea4\u53c9\u5173\u6ce8\u5c42\uff0c\u6211\u4eec\u8f6c\u5411 \u5c06\u6a21\u578b\u6269\u6563\u5230\u5f3a\u5927\u800c\u7075\u6d3b\u7684\u53d1\u751f\u5668\u4e2d\uff0c\u7528\u4e8e\u4e00\u822c\u8c03\u8282 \u6587\u672c\u6216\u8fb9\u754c\u6846\u7b49\u8f93\u5165\u4ee5\u53ca\u9ad8\u5206\u8fa8\u7387\u5408\u6210\u53d8\u4e3a \u53ef\u80fd\u4ee5\u5377\u79ef\u65b9\u5f0f\u3002\u6211\u4eec\u7684\u6f5c\u6269\u6563\u6a21\u578b \uff08LDM\uff09 \u53ef\u5b9e\u73b0 \u56fe\u50cf\u4fee\u590d\u548c\u6781\u5177\u7ade\u4e89\u529b\u7684\u6027\u80fd\u7684\u65b0\u6280\u672f\u6c34\u5e73 \u5404\u79cd\u4efb\u52a1\uff0c\u5305\u62ec\u65e0\u6761\u4ef6\u56fe\u50cf\u751f\u6210\u3001\u8bed\u4e49\u573a\u666f \u5408\u6210\u548c\u8d85\u5206\u8fa8\u7387\uff0c\u540c\u65f6\u663e\u8457\u51cf\u5c11\u8ba1\u7b97 \u4e0e\u57fa\u4e8e\u50cf\u7d20\u7684 DM \u76f8\u6bd4\u7684\u8981\u6c42\u3002\u4ee3\u7801\u53ef\u5728\u6b64 https URL<\/a> \u4e2d\u627e\u5230\u3002<\/p>\n<\/blockquote>\n\n\n\n

\u8bc4\u8bba\uff1a<\/td>CVPR 2022<\/td><\/tr>
\u79d1\u76ee\uff1a<\/td>\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u6a21\u5f0f\u8bc6\u522b\uff08cs.\u7b80\u5386\uff09<\/strong><\/td><\/tr>
\u5f15\u7528\u4e3a\uff1a<\/td>arXiv\uff1a2112.10752<\/a> [cs.\u7b80\u5386]<\/strong><\/td><\/tr>
 <\/td>\uff08\u6216 arXiv\uff1a2112.10752v2<\/a> [cs.CV]<\/strong>\u5bf9\u4e8e\u6b64\u7248\u672c\uff09<\/td><\/tr>
 <\/td>https:\/\/doi.org\/10.48550\/arXiv.2112.10752<\/a>\u4e13\u6ce8\u4ee5\u4e86\u89e3\u66f4\u591a\u4fe1\u606f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

CompVis\/stable-diffusion \u00b7 Hugging Face<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

[2112.10752] \u4f7f\u7528\u6f5c\u5728\u6269\u6563\u6a21\u578b\u8fdb\u884c\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u5408\u6210 (arxiv.org) [\u63d0\u4ea4\u4e8e 20 \u5e74 2 […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-103","post","type-post","status-publish","format-standard","hentry","category-ai"],"_links":{"self":[{"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/posts\/103","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/comments?post=103"}],"version-history":[{"count":3,"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/posts\/103\/revisions"}],"predecessor-version":[{"id":106,"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/posts\/103\/revisions\/106"}],"wp:attachment":[{"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/media?parent=103"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/categories?post=103"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aitimes.link\/index.php\/wp-json\/wp\/v2\/tags?post=103"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}