{"id":24191,"date":"2025-01-21T10:04:24","date_gmt":"2025-01-21T02:04:24","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=24191"},"modified":"2025-01-21T10:04:24","modified_gmt":"2025-01-21T02:04:24","slug":"%e6%b8%af%e7%a7%91%e5%a4%a7%e6%8f%90%e5%87%ba%e7%ab%af%e4%be%a7%e6%96%87%e7%94%9f%e5%9b%be%e6%a8%a1%e5%9e%8bsnapgen%ef%bc%8c%e5%8f%82%e6%95%b0%e4%bb%85sd%e5%8d%81%e5%88%86%e4%b9%8b%e4%b8%80%ef%bc%8c1","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/01\/21\/24191\/","title":{"rendered":"\u6e2f\u79d1\u5927\u63d0\u51fa\u7aef\u4fa7\u6587\u751f\u56fe\u6a21\u578bSnapGen\uff0c\u53c2\u6570\u4ec5SD\u5341\u5206\u4e4b\u4e00\uff0c1.4\u79d2\u5185\u751f\u62101024\u5206\u8fa8\u7387\u56fe\u50cf"},"content":{"rendered":"
\"\"<\/div>\n
<\/div>\n
\u8fd9\u9879\u5de5\u4f5c\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u4e14\u9ad8\u6548\u7684 T2I \u6a21\u578b\uff0c\u7528\u4e8e\u5728\u624b\u673a\u4e0a\u751f\u6210\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u3002<\/div>\n
\n
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\u672c\u6587\u7ecfAIGC Studio\u516c\u4f17\u53f7\u6388\u6743\u8f6c\u8f7d\uff0c\u8f6c\u8f7d\u8bf7\u8054\u7cfb\u51fa\u5904\u3002<\/p>\n

\u8fd9\u9879\u5de5\u4f5c\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u4e14\u9ad8\u6548\u7684 T2I \u6a21\u578bSnapGen\uff0cSnapGen \u662f\u7b2c\u4e00\u4e2a\u53ef\u4ee5\u57281.4\u79d2\u5185\u5728\u79fb\u52a8\u8bbe\u5907\u4e0a\u5408\u6210\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\uff081024×1024 \uff09 \u7684\u56fe\u50cf\u751f\u6210\u6a21\u578b\uff08379M \uff09 \uff0c\u5e76\u5728 GenEval \u6307\u6807\u4e0a \u8fbe\u52300.66\u3002\u8be5\u6a21\u578b\u5168\u9762\u8d85\u8d8a\u4e86\u8bb8\u591a\u73b0\u6709\u7684\u6570\u5341\u4ebf\u53c2\u6570\u6a21\u578b\uff0c\u4f8b\u5982 SDXL\u3001Lumina-Next \u548c Playgroundv2\u3002<\/p>\n

\"\u56fe\u7247\"<\/p>\n

\u76f8\u5173\u94fe\u63a5<\/h2>\n
    \n
  • \u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2412.09619<\/li>\n
  • \u9879\u76ee\u4e3b\u9875\uff1ahttps:\/\/snap-research.github.io\/snapgen\/<\/li>\n<\/ul>\n

    \u8bba\u6587\u4ecb\u7ecd<\/h2>\n

    \"\u56fe\u7247\"<\/p>\n

    \u4ecb\u7ecd<\/h2>\n

    \u73b0\u6709\u7684\u6587\u672c\u5230\u56fe\u50cf (T2I) \u4f20\u64ad\u6a21\u578b\u9762\u4e34\u4e00\u4e9b\u9650\u5236\uff0c\u5305\u62ec\u6a21\u578b\u5c3a\u5bf8\u5927\u3001\u8fd0\u884c\u65f6\u95f4\u6162\u4ee5\u53ca\u79fb\u52a8\u8bbe\u5907\u4e0a\u7684\u4f4e\u8d28\u91cf\u751f\u6210\u3002\u672c\u6587\u65e8\u5728\u901a\u8fc7\u5f00\u53d1\u4e00\u79cd\u6781\u5c0f\u4e14\u5feb\u901f\u7684 T2I \u6a21\u578b\u6765\u89e3\u51b3\u6240\u6709\u8fd9\u4e9b\u6311\u6218\uff0c\u8be5\u6a21\u578b\u53ef\u5728\u79fb\u52a8\u5e73\u53f0\u4e0a\u751f\u6210\u9ad8\u5206\u8fa8\u7387\u548c\u9ad8\u8d28\u91cf\u7684\u56fe\u50cf\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u51e0\u79cd\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u7684\u6280\u672f\u3002\u9996\u5148\uff0c\u6211\u4eec\u7cfb\u7edf\u5730\u68c0\u67e5\u7f51\u7edc\u67b6\u6784\u7684\u8bbe\u8ba1\u9009\u62e9\uff0c\u4ee5\u51cf\u5c11\u6a21\u578b\u53c2\u6570\u548c\u5ef6\u8fdf\uff0c\u540c\u65f6\u786e\u4fdd\u9ad8\u8d28\u91cf\u7684\u751f\u6210\u3002\u5176\u6b21\uff0c\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u9ad8\u751f\u6210\u8d28\u91cf\uff0c\u6211\u4eec\u4ece\u66f4\u5927\u7684\u6a21\u578b\u4e2d\u91c7\u7528\u8de8\u67b6\u6784\u77e5\u8bc6\u63d0\u70bc\uff0c\u4f7f\u7528\u591a\u5c42\u6b21\u65b9\u6cd5\u4ece\u5934\u5f00\u59cb\u6307\u5bfc\u6211\u4eec\u7684\u6a21\u578b\u8bad\u7ec3\u3002\u7b2c\u4e09\uff0c\u6211\u4eec\u901a\u8fc7\u5c06\u5bf9\u6297\u6027\u6307\u5bfc\u4e0e\u77e5\u8bc6\u63d0\u70bc\u76f8\u7ed3\u5408\u6765\u5b9e\u73b0\u51e0\u6b65\u751f\u6210\u3002\u6211\u4eec\u7684\u6a21\u578b SnapGen \u9996\u6b21\u5c55\u793a\u4e86\u5728\u79fb\u52a8\u8bbe\u5907\u4e0a\u5927\u7ea6 1.4 \u79d2\u5185\u751f\u6210 10242 \u50cf\u7d20\u56fe\u50cf\u3002\u5728 ImageNet-1K \u4e0a\uff0c\u6211\u4eec\u7684\u6a21\u578b\u53ea\u6709 372M \u4e2a\u53c2\u6570\uff0c\u5728 2562 \u50cf\u7d20\u751f\u6210\u4e2d\u5b9e\u73b0\u4e86 2.06 \u7684 FID\u3002\u5728 T2I \u57fa\u51c6\u6d4b\u8bd5\uff08\u5373 GenEval \u548c DPG-Bench\uff09\u4e0a\uff0c\u6211\u4eec\u7684\u6a21\u578b\u4ec5\u6709 379M \u4e2a\u53c2\u6570\uff0c\u4f46\u5c3a\u5bf8\u5374\u660e\u663e\u8f83\u5c0f\uff08\u4f8b\u5982\uff0c\u6bd4 SDXL \u5c0f 7 \u500d\uff0c\u6bd4 IF-XL \u5c0f 14 \u500d\uff09\uff0c\u8d85\u8d8a\u4e86\u5177\u6709\u6570\u5341\u4ebf\u4e2a\u53c2\u6570\u7684\u5927\u578b\u6a21\u578b\u3002<\/p>\n

    \u9ad8\u6548\u7684\u67b6\u6784<\/h2>\n

    \u6211\u4eec\u5bf9\u7f51\u7edc\u67b6\u6784\u8fdb\u884c\u4e86\u6df1\u5165\u7814\u7a76\uff0c\u5305\u62ec\u53bb\u566a UNet \u548c\u81ea\u52a8\u7f16\u7801\u5668 (AE)\uff0c\u4ee5\u5728\u5ef6\u8fdf\u548c\u6027\u80fd\u4e4b\u95f4\u53d6\u5f97\u6700\u4f73\u5e73\u8861\u3002\u4e0e\u4e4b\u524d\u4f18\u5316\u548c\u538b\u7f29\u9884\u8bad\u7ec3\u6269\u6563\u6a21\u578b\u7684\u5de5\u4f5c\u4e0d\u540c\uff0c\u6211\u4eec\u76f4\u63a5\u5173\u6ce8\u5b8f\u89c2\u548c\u5fae\u89c2\u5c42\u9762\u7684\u8bbe\u8ba1\u9009\u62e9\uff0c\u4ee5\u5b9e\u73b0\u4e00\u79cd\u65b0\u9896\u7684\u67b6\u6784\uff0c\u5927\u5927\u51cf\u5c11\u6a21\u578b\u5927\u5c0f\u548c\u8ba1\u7b97\u590d\u6742\u5ea6\uff0c\u540c\u65f6\u4fdd\u6301\u9ad8\u8d28\u91cf\u7684\u751f\u6210\u3002<\/p>\n

    \"\u56fe\u7247\"<\/p>\n

    \u9ad8\u6548\u8bad\u7ec3<\/h2>\n

    \u6211\u4eec\u5f15\u5165\u4e86\u591a\u9879\u6539\u8fdb\uff0c\u4ece\u5934\u5f00\u59cb\u8bad\u7ec3\u7d27\u51d1\u578b T2I \u6a21\u578b\u3002\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u591a\u7ea7\u77e5\u8bc6\u84b8\u998f\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u7ed3\u5408\u4e86\u65f6\u95f4\u6b65\u957f\u611f\u77e5\u7f29\u653e\uff0c\u7ed3\u5408\u4e86\u591a\u4e2a\u8bad\u7ec3\u76ee\u6807\u3002\u6211\u4eec\u7ed3\u5408\u5bf9\u6297\u6027\u8bad\u7ec3\u548c\u4f7f\u7528\u5c11\u6b65\u6559\u5e08\u6a21\u578b\u7684\u77e5\u8bc6\u84b8\u998f\u65b9\u6cd5\uff0c\u5bf9\u6211\u4eec\u7684\u6a21\u578b\u8fdb\u884c\u5206\u6b65\u84b8\u998f\u3002<\/p>\n

    \"\u56fe\u7247\"<\/p>\n

    \u5b9a\u91cf\u6bd4\u8f83<\/h2>\n

    \u4eba\u5de5\u8bc4\u4f30\u4e0e SDXL\u3001SD3-Medium \u548c SD3.5-Large \u7684\u5bf9\u6bd4\uff1a<\/p>\n

    \"\u56fe\u7247\"\u4e0e\u5404\u79cd\u57fa\u51c6\u4e2d\u7684\u73b0\u6709 T2I \u6a21\u578b\u7684\u6bd4\u8f83\uff1a<\/p>\n

    \"\u56fe\u7247\"<\/p>\n

    \u5b9a\u6027\u7ed3\u679c<\/h2>\n

    \u51e0\u6b65\u53ef\u89c6\u5316<\/h3>\n

    \"\u56fe\u7247\"\"\u56fe\u7247\"\"\u56fe\u7247\"<\/p>\n

    \u603b\u7ed3<\/h2>\n

    \u8fd9\u9879\u5de5\u4f5c\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u4e14\u9ad8\u6548\u7684 T2I \u6a21\u578b\uff0c\u7528\u4e8e\u5728\u624b\u673a\u4e0a\u751f\u6210\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u3002\u8bba\u6587\u7cfb\u7edf\u5730\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u83b7\u5f97\u5fae\u5c0f\u7684 379M \u53c2\u6570 UNet \u67b6\u6784\u4ee5\u53ca\u9ad8\u6548\u6f5c\u5728\u89e3\u7801\u5668\u7684\u8fc7\u7a0b\u3002\u8bbe\u8ba1\u4e86\u4e00\u79cd\u65b0\u9896\u7684\u8bad\u7ec3\u65b9\u6cd5\uff0c\u5305\u62ec\u591a\u9636\u6bb5\u9884\u8bad\u7ec3\uff0c\u7136\u540e\u4ece\u5927\u578b\u6559\u5e08\u90a3\u91cc\u8fdb\u884c\u77e5\u8bc6\u63d0\u70bc\u548c\u5bf9\u6297\u6027\u6b65\u9aa4\u63d0\u70bc\u3002\u501f\u52a9\u8fd9\u4e9b\u8bba\u6587\u5b9e\u73b0\u4e86\u4e00\u4e2a\u6781\u5176\u9ad8\u6548\u7684 T2I \u6a21\u578b\uff0c\u8be5\u6a21\u578b\u5168\u9762\u8d85\u8d8a\u4e86\u8bb8\u591a\u73b0\u6709\u7684\u6570\u5341\u4ebf\u53c2\u6570\u6a21\u578b\uff0c\u4f8b\u5982 SDXL\u3001Lumina-Next \u548c Playgroundv2\u3002<\/p>\n

    \u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n

    <\/div>\n

    <\/g><\/svg><\/i> \"Loading\"<\/p>\n

    <\/div>\n","protected":false},"excerpt":{"rendered":"

    \u8fd9\u9879\u5de5\u4f5c\u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u9896\u4e14\u9ad8\u6548\u7684 T2I \u6a21\u578b\uff0c\u7528\u4e8e\u5728\u624b\u673a\u4e0a\u751f\u6210\u9ad8\u5206\u8fa8\u7387\u56fe\u50cf\u3002 \u672c\u6587\u7ecfAIGC Studio\u516c\u4f17 […]<\/p>\n

    <\/div>\n

    <\/g><\/svg><\/i> \"Loading\"<\/p>\n

    <\/div>\n","protected":false},"author":56,"featured_media":24193,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,23,20,80,315],"tags":[1551],"class_list":["post-24191","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-23","category-20","category-80","category-315","tag---ai"],"_links":{"self":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/24191","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/comments?post=24191"}],"version-history":[{"count":1,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/24191\/revisions"}],"predecessor-version":[{"id":24194,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/24191\/revisions\/24194"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media\/24193"}],"wp:attachment":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media?parent=24191"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/categories?post=24191"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/tags?post=24191"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}