{"id":9099,"date":"2026-06-14T19:41:54","date_gmt":"2026-06-14T11:41:54","guid":{"rendered":"https:\/\/infernews.com\/blog\/surflo-3d\/"},"modified":"2026-06-14T19:42:52","modified_gmt":"2026-06-14T11:42:52","slug":"surflo-3d","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/surflo-3d\/","title":{"rendered":"Surflo \u7528\u5168\u57df\u72c0\u614b\u91cd\u5efa\u4e00\u81f4 3D \u8868\u9762"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/pasted-f196cd823020.jpg\" alt=\"Surflo: a single coherent surface decoded from one global state\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Surflo \u662f\u4e00\u500b\u7531\u591a\u5f35\u672a\u5c0d\u4f4d\u5f71\u50cf\u91cd\u5efa 3D \u8868\u9762\u7684\u9805\u76ee\u3002\u5b83\u5148\u628a\u6578\u91cf\u53ef\u8b8a\u7684\u8f38\u5165\u8996\u89d2\u6574\u5408\u6210\u55ae\u4e00 global latent state\uff0c\u518d\u7528 flow-matching ODE \u9010\u9ede\u751f\u6210\u8868\u9762\uff0c\u76ee\u6a19\u662f\u907f\u514d\u50b3\u7d71\u6bcf\u500b\u8996\u89d2\u5404\u81ea\u8f38\u51fa\u3001\u6700\u5f8c\u96e3\u4ee5\u62fc\u5408\u7684\u554f\u984c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u9805\u76ee\u7684\u6838\u5fc3\u505a\u6cd5\uff0c\u662f\u628a N \u5f35\u5f71\u50cf\u58d3\u7e2e\u6210\u56fa\u5b9a\u5927\u5c0f\u7684\u5168\u57df\u72c0\u614b z\uff0c\u7576\u4e2d\u53ea\u6709 K=128 tokens\uff0c\u4e4b\u5f8c\u518d\u6309\u9700\u8981\u89e3\u78bc\u4efb\u610f\u6578\u91cf\u7684\u8868\u9762\u9ede\u3002\u56e0\u70ba\u6bcf\u500b\u9ede\u53ef\u7368\u7acb\u751f\u6210\uff0c\u540c\u4e00\u6b21\u7de8\u78bc\u4e4b\u5f8c\u4fbf\u80fd\u8f38\u51fa\u4e0d\u540c\u89e3\u6790\u5ea6\uff0c\u6700\u9ad8\u63d0\u5230\u53ef\u8655\u7406 M up to 10^6 oriented points\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u70ba\u4e86\u4ee4\u7368\u7acb\u751f\u6210\u7684\u9ede\u4ecd\u7136\u4fdd\u6301\u540c\u4e00\u500b\u9023\u8cab\u8868\u9762\uff0cSurflo \u52a0\u5165 communication guidance \u6a5f\u5236\uff0c\u5229\u7528 shared rendering loss \u5728 ODE \u7a4d\u5206\u904e\u7a0b\u4e2d\u5354\u8abf\u9130\u8fd1\u9ede\u3002\u7cfb\u7d71\u6703\u628a\u9ede\u8f49\u6210 3D Gaussians\uff0c\u518d\u7528 Gaussian Splatting \u6e32\u67d3\uff0c\u85c9\u6b64\u6e1b\u5c11\u5c40\u90e8\u8868\u9762\u4e92\u76f8\u77db\u76fe\u7684\u60c5\u6cc1\u3002<\/p>\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Surflo: Consistent 3D Surface Flow from a Global State\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_uHdBCm2jhKA\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FuHdBCm2jhKA%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/uHdBCm2jhKA\" \/><meta itemprop=\"duration\" content=\"PT2M29S\" \/><meta itemprop=\"uploadDate\" content=\"2026-06-12T01:15:55Z\" \/><\/div><div id=\"lyte_uHdBCm2jhKA\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FuHdBCm2jhKA%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Surflo: Consistent 3D Surface Flow from a Global State<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/uHdBCm2jhKA\" rel=\"nofollow noopener\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FuHdBCm2jhKA%2F0.jpg\" alt=\"Surflo: Consistent 3D Surface Flow from a Global State\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"Official presentation video for Surflo: Consistent 3D Surface Flow from a Global State. Project page: https:\/\/anttwo.github.io\/surflo\/ Code will be available at: https:\/\/github.com\/Anttwo\/Surflo Authors: Antoine Gu\u00e9don, Shu Nakamura, Nicolas Dufour, Jiahui Lei, Ko Nishino and Angjoo Kanazawa.\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n\n\n<p class=\"wp-block-paragraph\">\u91cd\u9ede\u9805\u76ee\uff1a<br>\n&#8211; \u652f\u63f4 variable number of unposed images\uff0c\u4e0d\u8981\u6c42\u56fa\u5b9a\u8996\u89d2\u6578\u91cf<br>\n&#8211; \u4ee5\u55ae\u4e00 global state \u53d6\u4ee3 per-view tokens \u5806\u758a\uff0c\u63a7\u5236\u8868\u793a\u5927\u5c0f<br>\n&#8211; \u53ef\u6309\u9700\u8981\u89e3\u78bc\u4efb\u610f\u8868\u9762\u89e3\u6790\u5ea6\uff0c\u4e0d\u5fc5\u91cd\u65b0\u7de8\u78bc<br>\n&#8211; \u5728 8 \u500b benchmarks\u30012 \u5230 32 views \u689d\u4ef6\u4e0b\u5831\u7a31\u9054\u5230 state of the art performance<br>\n&#8211; \u53e6\u63d0\u4f9b\u771f\u5be6\u5834\u666f\u8cc7\u6599\u96c6\uff0c\u7d04 10.5K DL3DV scenes\uff0c\u5305\u542b full scene meshes<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u985e\u9805\u76ee\u8f03\u9069\u5408\u505a\u591a\u8996\u89d2 3D \u91cd\u5efa\u3001\u5834\u666f\u6578\u78bc\u5316\uff0c\u6216\u8005\u9700\u8981\u7531\u5c11\u91cf\u5230\u591a\u91cf\u8996\u89d2\u9748\u6d3b\u8f38\u5165\u7684\u7814\u7a76\u5de5\u4f5c\u3002\u6587\u4e2d\u4ea6\u9ede\u540d\u5c0d\u6bd4\u73fe\u4ee3 feed-forward 3D \u6a21\u578b\u5982 VGGT(https:\/\/huggingface.co\/facebook\/VGGT-1B)\u3001DUSt3R\u3001DepthAnything-3\uff1b\u82e5\u4f60\u95dc\u5fc3\u7684\u662f\u5982\u4f55\u7531\u591a\u5f35\u76f8\u7247\u7a69\u5b9a\u5f97\u5230\u540c\u4e00\u500b\u5b8c\u6574\u8868\u9762\uff0cSurflo \u7684\u5168\u57df\u72c0\u614b\u8a2d\u8a08\u503c\u5f97\u7559\u610f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a21\u578b\u5217\u8868\uff1aVGGT(https:\/\/huggingface.co\/facebook\/VGGT-1B)\u3001DUSt3R\u3001DepthAnything-3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9805\u76ee\uff1a<\/strong> <a href=\"https:\/\/anttwo.github.io\/surflo\/\" rel=\"noopener noreferrer\">https:\/\/anttwo.github.io\/surflo\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Surflo\u628a\u591a\u5f35\u672a\u5c0d\u4f4d\u5f71\u50cf\u58d3\u6210\u56fa\u5b9a\u72c0\u614b\uff0c\u518d\u751f\u6210\u4e00\u81f4\u76843D\u8868\u9762\u3002\u5b83\u517c\u9867\u5f48\u6027\u8f38\u5165\u8207\u9ad8\u89e3\u6790\u8f38\u51fa\u3002<\/p>\n","protected":false},"author":8,"featured_media":9098,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,116,132,188,197],"tags":[],"class_list":["post-9099","post","type-post","status-publish","format-standard","hentry","category-133","category-agentic","category-3d","category-meta","category-framework"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9099","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=9099"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9099\/revisions"}],"predecessor-version":[{"id":9101,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9099\/revisions\/9101"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/9098"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=9099"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=9099"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=9099"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}