{"id":29,"date":"2024-11-01T10:52:08","date_gmt":"2024-11-01T02:52:08","guid":{"rendered":"https:\/\/www.sodalee.cn\/?p=29"},"modified":"2024-11-01T10:52:08","modified_gmt":"2024-11-01T02:52:08","slug":"%e3%80%90%e8%bd%ac%e8%bd%bd%e3%80%91neurips2024-360-ai-research%e5%bc%80%e6%ba%90%e6%96%b0%e6%a8%a1%e5%9e%8bhico","status":"publish","type":"post","link":"https:\/\/sodalee.top\/?p=29","title":{"rendered":"\u3010\u8f6c\u8f7d\u3011NeurIPS2024 | 360 AI Research\u5f00\u6e90\u65b0\u6a21\u578bHiCo"},"content":{"rendered":"\n<p>\u5728diffusion\u7684upblock\u52a0\u5165HiCoNet\uff0c\u5177\u4f53\u4e3a\u5171\u4eab\u6743\u91cd\u7684HiCoNet\uff0c\u5e76\u4e14\u7528\u4e0d\u540c\u7684mask\u805a\u5408\u4e0d\u540c\u7684\u77e9\u5f62\u6846\u548c\u6587\u672cprompt\u3002<\/p>\n\n\n\n<p>\u95ee\u9898\uff1aWhy time encoder\uff1f<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"820\" height=\"459\" src=\"https:\/\/sodalee.top\/wp-content\/uploads\/2024\/11\/1730429326-HiCo.webp\" alt=\"\" class=\"wp-image-30\" srcset=\"https:\/\/sodalee.top\/wp-content\/uploads\/2024\/11\/1730429326-HiCo.webp 820w, https:\/\/sodalee.top\/wp-content\/uploads\/2024\/11\/1730429326-HiCo-300x168.webp 300w, https:\/\/sodalee.top\/wp-content\/uploads\/2024\/11\/1730429326-HiCo-768x430.webp 768w\" sizes=\"auto, (max-width: 820px) 100vw, 820px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>AI\u7ed8\u753b\u6a21\u578b\u4e00\u76f4\u4ee5\u6765\u88ab\u6982\u62ec\u4e3a\u201c\u6587\u751f\u56fe\u201d\u6a21\u578b\uff0c\u7a76\u5176\u539f\u56e0\uff0c\u662f\u56e0\u4e3a\u5f53\u524d\u7684\u4e3b\u6d41\u56fe\u50cf\u751f\u6210\u6a21\u578b\u57fa\u672c\u90fd\u53ea\u63d0\u4f9b\u4e86\u57fa\u4e8e\u6587\u672c\u6761\u4ef6\u751f\u6210\u56fe\u50cf\u7684\u80fd\u529b\uff0c\u5404\u5bb6\u7684AI\u7ed8\u753b\u4ea7\u54c1\u4e5f\u4e3b\u8981\u5728\u751f\u6210\u753b\u8d28\u548c\u6587\u672c\u7406\u89e3\u80fd\u529b\u4e0a\u8fdb\u884c\u7ade\u4e89\u3002\u4f46\u5bf9\u4e8e\u4e13\u4e1a\u7684\u4f7f\u7528\u8005\u6765\u8bf4\uff0c\u6587\u672c\u80fd\u63d0\u4f9b\u7684\u753b\u9762\u63a7\u5236\u80fd\u529b\u975e\u5e38\u6709\u9650\uff0c\u5bfc\u81f4\u5f53\u524d\u7684AI\u7ed8\u753b\u4ea7\u54c1\u8fd8\u8fbe\u4e0d\u5230\u4f5c\u4e3a\u4e13\u4e1a\u751f\u4ea7\u529b\u5de5\u5177\u6765\u4f7f\u7528\u7684\u6807\u51c6\u3002<\/p>\n\n\n\n<p>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c360\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u9662\u5728\u4eba\u5de5\u667a\u80fd\u9876\u4f1aNeurIPS2024\u4e0a\u63d0\u51fa\u4e86<strong>\u5e03\u5c40\u53ef\u63a7AI\u7ed8\u753b\u6a21\u578bHiCo<\/strong>\uff0c\u5e76\u5c06\u4e8e\u8fd1\u671f\u5f00\u6e90\u3002\u57fa\u4e8eHiCo\u6a21\u578b\uff0c\u4f7f\u7528\u8005\u53ef\u4ee5\u5bf9\u751f\u6210\u753b\u9762\u4e2d\u7684\u4e0d\u540c\u4e3b\u4f53\u7684\u5e03\u5c40\u8fdb\u884c\u81ea\u7531\u63a7\u5236\u548c\u8c03\u6574\uff0c\u5b9e\u73b0<strong>\u201c\u6307\u54ea\u6253\u54ea\u201d<\/strong>\u7684\u751f\u6210\u6548\u679c\u3002\u8bdd\u4e0d\u591a\u8bf4\uff0c\u5148\u8ba9\u6211\u4eec\u6765\u770b\u4e00\u7ec4\u751f\u6210\u6548\u679c\uff08\u4f7f\u7528\u8005\u57fa\u4e8e\u4e0d\u540c\u7684\u77e9\u5f62\u6846\u548c\u5bf9\u5e94\u7684\u6587\u672c\u63cf\u8ff0\uff0c\u6765\u63a7\u5236\u5728\u753b\u9762\u7684\u4e0d\u540c\u4f4d\u7f6e\u751f\u6210\u6307\u5b9a\u7684\u5185\u5bb9\uff09\uff1a<\/p>\n\n\n\n<p><strong>\u63a5\u4e0b\u6765\u662fHiCo\u5de5\u4f5c\u7684\u8be6\u7ec6\u539f\u7406\u89e3\u8bfb\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8bba\u6587\u6807\u9898<\/strong>\uff1aHiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation<\/li>\n\n\n\n<li><strong>\u8bba\u6587\u94fe\u63a5<\/strong>\uff1ahttps:\/\/arxiv.org\/abs\/2410.14324<\/li>\n\n\n\n<li><strong>\u9879\u76ee\u4e3b\u9875<\/strong>\uff1ahttps:\/\/360cvgroup.github.io\/HiCo_T2I\/<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\"><strong>1\uff0e\u6458\u8981<\/strong><\/h1>\n\n\n\n<p>\u5e03\u5c40\u5230\u56fe\u50cf\u751f\u6210\u7684\u4efb\u52a1\u662fAIGC\u9886\u57df\u4e00\u9879\u91cd\u8981\u7814\u7a76\u65b9\u5411\uff0c\u901a\u5e38\u6307\u6839\u636e\u5b9e\u4f8b\u5bf9\u8c61\u7684\u6587\u672c\u63cf\u8ff0\u53ca\u5176\u7a7a\u95f4\u4f4d\u7f6e\u5408\u6210\u76ee\u6807\u56fe\u50cf\u3002<\/p>\n\n\n\n<p>\u73b0\u6709\u7684\u65b9\u6cd5\u4ecd\u7136\u96be\u4ee5\u751f\u6210\u590d\u6742\u7684\u5e03\u5c40\uff0c\u5e38\u89c1\u7684\u4e0d\u826f\u60c5\u51b5\u5305\u62ec\u5bf9\u8c61\u4e22\u5931\u3001\u5149\u5f71\u4e0d\u4e00\u81f4\u3001\u89c6\u89d2\u51b2\u7a81\u3001\u91cd\u53e0\u533a\u57df\u7684\u76ee\u6807\u4ea4\u4e92\u7b49\u3002<\/p>\n\n\n\n<p>\u4e3a\u4e86\u6709\u6548\u5730\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u6211\u4eec\u63d0\u51fa\u4e86\u4e00\u4e2a\u5c42\u6b21\u53ef\u63a7\uff08HiCo\uff09\u6269\u6563\u6a21\u578b\uff0c\u5177\u6709\u5bf9\u8c61\u5206\u79bb\u7684\u6761\u4ef6\u5206\u652f\u7ed3\u6784\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u7684\u4e3b\u8981\u89c2\u70b9\u662f\u901a\u8fc7\u5e03\u5c40\u7684\u5c42\u6b21\u5316\u5efa\u6a21\u6765\u5b9e\u73b0\u7a7a\u95f4\u5206\u79bb\u3002\u6211\u4eec\u4f7f\u7528\u591a\u5206\u652f\u7ed3\u6784\u6765\u8868\u793a\u5c42\u6b21\u5185\u5bb9\uff0c\u5e76\u5c06\u5b83\u4eec\u805a\u5408\u5230\u878d\u5408\u6a21\u5757\u4e2d\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\"><strong>2\uff0e\u52a8\u673a<\/strong><\/h1>\n\n\n\n<p>\u4e3b\u6d41\u7684\u5e03\u5c40\u53ef\u63a7\u751f\u6210\u662f\u91c7\u7528\u65b0\u8bbe\u8ba1\u7f51\u7edc\u7ed3\u6784\u6216\u7279\u6b8a\u7684\u4ea4\u53c9\u6ce8\u610f\u529b\u673a\u5236\uff0c\u6765\u5b9e\u73b0\u76ee\u6807\u7684\u4f4d\u7f6e\u53ef\u63a7\uff0c\u7136\u800c\u5728\u590d\u6742\u573a\u666f\u4e0b\u8fd9\u4e9b\u65b9\u6cd5\u5b58\u5728\u76ee\u6807\u4e22\u5931\u3001\u6307\u4ee4\u9075\u5faa\u80fd\u529b\u4e0b\u964d\u3001\u751f\u6210\u56fe\u50cf\u5931\u771f\u3001\u63a8\u7406\u8d44\u6e90\u6d88\u8017\u8fc7\u5927\u4ee5\u53ca\u5f00\u6e90\u793e\u533a\u751f\u6001\u9002\u914d\u7b49\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u5982\u4f55\u5728\u4fdd\u8bc1\u539f\u59cb\u6269\u6563\u6a21\u578b\u80fd\u529b\u7684\u4e0d\u53d8\u7684\u540c\u65f6\uff0c\u5f15\u5165\u5e03\u5c40\u5b50\u533a\u57df\u7684\u4f4d\u7f6e\u53ef\u63a7\u80fd\u529b\u662f\u6211\u4eec\u9762\u4e34\u7684\u9996\u8981\u6311\u6218\u3002\u5178\u578b\u7684\u5f15\u5165\u5916\u90e8\u53ef\u63a7\u6761\u4ef6\u8fdb\u884c\u56fe\u50cf\u751f\u6210\u7684\u65b9\u6cd5\uff0c\u5982ControlNet\u3001IP-Adapter\u7b49\uff0c\u5176\u5916\u90e8\u53ef\u63a7\u6761\u4ef6\u4e0d\u9650\u4e8e\u4eba\u4f53\u59ff\u6001\u3001\u5173\u952e\u70b9\u3001\u53c2\u8003\u56fe\u3002<\/p>\n\n\n\n<p>\u4e3a\u4e86\u89e3\u51b3\u4e0a\u8ff0\u6311\u6218\uff0c\u672c\u6587\u63d0\u51fa\u4e86\u5c42\u6b21\u53ef\u63a7\u6269\u6563\u6a21\u578b\uff0c\u672c\u65b9\u6cd5\u901a\u8fc7\u6743\u503c\u5171\u4eab\u7684\u5206\u652f\u5206\u522b\u63d0\u53d6\u5c42\u6b21\u5316\u5e03\u5c40\u7279\u5f81\uff0c\u5e76\u7528\u878d\u5408\u7f51\u7edc\u8fdb\u884c\u7cbe\u7ec6\u805a\u5408\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\"><strong>3\uff0e\u65b9\u6cd5<\/strong><\/h1>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3.1 \u6a21\u578b\u6574\u4f53\u67b6\u6784<\/strong><\/h3>\n\n\n\n<p>\u9488\u5bf9\u4e0a\u8ff0\u95ee\u9898\u6311\u6218\uff0c\u7ed3\u5408\u76ee\u524d\u6269\u6563\u6a21\u578b\u5916\u90e8\u63a7\u5236\u6761\u4ef6\u5f15\u5165\u7684\u5e38\u7528\u65b9\u6cd5\uff0c\u672c\u6587\u63d0\u51fa\u4e00\u79cd\u540d\u4e3aHiCo\u7684\u5206\u5c42\u53ef\u63a7\u6269\u6563\u6a21\u578b\uff08Hierarchical Controllable Diffusion Model\uff09\uff0c\u7528\u4e8e\u4ece\u5e03\u5c40\u751f\u6210\u9ad8\u8d28\u91cf\u548c\u903c\u771f\u7684\u56fe\u50cf\u3002HiCo\u7684\u6574\u4f53\u67b6\u6784\u5982\u56fe1\u6240\u793a\uff0c\u5305\u62ec\u4e3b\u5e72SD\u57fa\u7840\u6a21\u578b\u3001\u6743\u91cd\u5171\u4eab\u7684\u65c1\u652f\u7f51\u7edcHiCo\u4ee5\u53ca\u878d\u5408\u6a21\u5757FuseNet\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3.2 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