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\u5728Super-Resolution Diffusion Model\uff08\u7528\u4e8e\u5c06\u56fe\u50cf64×64 -> 256×256 -> 1024×1024\uff09\u4e2d\uff0c\u7814\u7a76\u8005\u4f9d\u65e7\u62ffU-Net\u67b6\u6784\u53bb\u505a<\/strong>\uff0c\u4e0d\u8fc7\u8fd9\u91cc\u5bf9U-Net\u6a21\u578b\u8fdb\u884c\u4e86\u4e00\u4e9b\u4fee\u6539\uff0c\u76ee\u7684\u662f\u4f18\u5316\u5185\u5b58\u5229\u7528\u7387\u3001\u63a8\u7406\u65f6\u95f4\u548c\u6536\u655b\u901f\u5ea6\u3002\u5728Super-Resolution Diffusion Model\u4e2d\uff0c\u7814\u7a76\u8005\u8fd8\u5220\u9664\u4e86\u81ea\u6ce8\u610f\u529b\u5c42\uff0c\u4f46\u662f\u4fdd\u7559\u4e86\u6587\u672c\u4ea4\u53c9\u6ce8\u610f\u529b\u5c42\u3002<\/strong>\u8bad\u7ec3\u7684\u65f6\u5019\u62ff64×64 -> 256×256 -> 1024×1024\u7684\u6210\u5bf9\u56fe\u50cf\u53bb\u8bad\u7ec3\u5c31\u53ef\u4ee5\u4e86\uff0c\u76ee\u7684\u662f\u8ba9\u89e3\u7801\u5668\u4e86\u89e3\u600e\u4e48\u5c06\u5c0f\u56fe\u751f\u6210\u5927\u56fe<\/strong>\u3002<\/p>\n\n\n\n\u56db<\/h3>\n\n\n\n
COCO\u9a8c\u8bc1\u96c6\u662f\u8bc4\u4f30\u76d1\u7763\u548c\u96f6\u6837\u672c\u8bbe\u7f6e\u7684\u6587\u5b57-\u56fe\u50cf\u6a21\u578b\u7684\u8bc4\u4ef7\u57fa\u51c6\u3002Imagen\u5728\u6700\u5148\u8fdb\u7684\u8bc4\u4ef7\u6307\u6807COCO FID\u4e2d\u62ff\u5230\u4e867.27\u5206\uff0c\u8fbe\u5230\u4e86\u65b0\u7684\u9ad8\u5ea6<\/strong>\u3002<\/p>\n\n\n\n\u4e94<\/h3>\n\n\n\n
\u4f46\u662fFID\u548cCLIP\u5206\u6570\u90fd\u6709\u5c40\u9650\u6027<\/strong>\uff0c\u4f8b\u5982FID\u4e0e\u611f\u77e5\u8d28\u91cf\u4e0d\u5b8c\u5168\u4e00\u81f4\uff0cCLIP\u5728\u8ba1\u6570\u65b9\u9762\u65e0\u6548\uff0c\u7531\u4e8e\u8fd9\u4e9b\u9650\u5236\uff0c\u7814\u7a76\u8005\u8fd8\u4f7f\u7528\u4e86\u4eba\u5de5\u8bc4\u4f30\u53bb\u53bb\u8bc4\u4ef7\u56fe\u50cf\u7684\u8d28\u91cf\u548c\u4e0e\u6587\u5b57\u7684\u76f8\u4f3c\u6027\u3002<\/p>\n\n\n\nCOCO\u867d\u7136\u662f\u4e00\u4e2a\u6709\u4ef7\u503c\u7684\u57fa\u51c6\u6d4b\u8bd5\uff0c\u4f46\u662f\u5b83\u7684\u63d0\u793a\u8303\u56f4\u6709\u9650\u8d8a\u6765\u8d8a\u6210\u4e3a\u4e00\u4e2a\u95ee\u9898\uff0c\u56e0\u6b64\u7814\u7a76\u8005\u63d0\u51fa\u4e86\u4e00\u4e2a\u65b0\u7684\u6587\u5b57-\u56fe\u50cf\u7684\u9a8c\u8bc1\u96c6\uff1aDrawBench\u3002DrawBench\u5305\u542b11\u7c7b\uff08200\u79cd\uff09\u63d0\u793a\u53bb\u6d4b\u8bd5\u6a21\u578b\u7684\u4e0d\u540c\u529f\u80fd<\/strong>\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u3010Photorealistic Text-to-Image Diffusion Models with Dee […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[33],"tags":[3,35,7,8,34],"class_list":["post-737","post","type-post","status-publish","format-standard","hentry","category-wxyd","tag-xxbj","tag-wxyd","tag-jjxx","tag-deeplearning","tag-lw"],"_links":{"self":[{"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/posts\/737","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/comments?post=737"}],"version-history":[{"count":3,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/posts\/737\/revisions"}],"predecessor-version":[{"id":1861,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/posts\/737\/revisions\/1861"}],"wp:attachment":[{"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/media?parent=737"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/categories?post=737"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/tobykskgd.life\/index.php\/wp-json\/wp\/v2\/tags?post=737"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
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