{"id":14208,"date":"2026-10-30T23:27:58","date_gmt":"2026-10-30T15:27:58","guid":{"rendered":"https:\/\/infernews.com\/blog\/l3g-world\/"},"modified":"2026-10-30T23:29:52","modified_gmt":"2026-10-30T15:29:52","slug":"l3g-world","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/l3g-world\/","title":{"rendered":"L3G-World \u53ef\u4ee5\u9023\u7e8c\u751f\u6210\u9577\u9054\u6578\u5206\u9418\u5f71\u7247"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/L3G-World-L3G-World.jpg\" alt=\"L3G-World overview: input images, text and cameras initialize latent 3D Gaussian memory; L3G-Mem updates the memory whil\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7531\u55ae\u5f35\u5f71\u50cf\u3001\u6587\u5b57\u63d0\u793a\u548c\u93e1\u982d\u8def\u5f91\u958b\u59cb\uff0cL3G-World \u53ef\u4ee5\u9023\u7e8c\u751f\u6210\u9577\u9054\u6578\u5206\u9418\u3001\u8996\u89d2\u4e00\u81f4\u7684\u5f71\u7247\u3002\u5b83\u5c6c\u65bc\u4e16\u754c\u6a21\u578b\u53ca\u8996\u983b\u751f\u6210\u6a21\u578b\u9805\u76ee\uff0c\u91dd\u5c0d\u9577\u6642\u9593\u751f\u6210\u5bb9\u6613\u5931\u53bb\u5834\u666f\u7d50\u69cb\u3001\u8a18\u61b6\u4e0d\u65b7\u81a8\u8139\u7684\u554f\u984c\uff0c\u52a0\u5165\u53ef\u6301\u7e8c\u66f4\u65b0\u7684 3D \u8a18\u61b6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">L3G-Mem \u6703\u5728\u65b0\u63a2\u7d22\u5340\u57df\u5efa\u7acb Gaussian\uff0c\u91cd\u8a2a\u820a\u5340\u57df\u6642\u5247\u4fee\u6b63\u539f\u6709\u5e7e\u4f55\u8cc7\u6599\uff1bL3G-Gen \u518d\u5229\u7528\u66f4\u65b0\u5f8c\u7684\u8a18\u61b6\uff0c\u81ea\u56de\u6b78\u751f\u6210\u4e0b\u4e00\u6bb5\u5f71\u7247\u3002\u6bcf\u500b Gaussian \u5132\u5b58 VAE latent\uff0c\u76f4\u63a5\u6e32\u67d3\u5230 diffusion \u7684 latent space\uff0c\u7701\u53bb\u5148\u6e32\u67d3 RGB\u3001\u518d\u91cd\u65b0\u7de8\u78bc\u7684\u6b65\u9a5f\uff0c\u914d\u5408 few-step video model\uff0c\u76ee\u6a19\u662f\u652f\u63f4\u5373\u6642\u751f\u6210\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-dominant-color=\"b8bdba\" data-has-transparency=\"false\" style=\"--dominant-color: #b8bdba;\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"657\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/L3G-World.jpg\" alt=\"\" class=\"wp-image-14211 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/L3G-World.jpg 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/L3G-World-300x192.jpg 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/L3G-World-767x492.jpg 767w\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u9577\u6642\u4e00\u81f4\u6027<\/strong>\uff1a\u5f71\u7247\u7247\u6bb5\u6703\u5171\u4eab\u6301\u7e8c\u66f4\u65b0\u7684 3D memory\u3002<\/li>\n\n\n\n<li><strong>\u8a18\u61b6\u589e\u9577\u53d7\u63a7<\/strong>\uff1a\u8a18\u61b6\u91cf\u8ddf\u96a8\u63a2\u7d22\u7bc4\u570d\uff0c\u800c\u4e0d\u662f\u55ae\u7d14\u8ddf\u96a8\u5f71\u7247\u5e40\u6578\u589e\u52a0\u3002<\/li>\n\n\n\n<li><strong>\u591a\u8996\u89d2\u63a2\u7d22<\/strong>\uff1a\u652f\u63f4\u55ae\u5f35\u5f71\u50cf\u6216\u5c11\u91cf\u591a\u8996\u89d2\u8f38\u5165\uff0c\u6cbf\u4e0d\u540c camera trajectory \u5ef6\u4f38\u5834\u666f\u3002<\/li>\n\n\n\n<li><strong>\u901f\u5ea6\u53d6\u6368<\/strong>\uff1a\u76f4\u63a5 latent rendering \u6e1b\u5c11\u91cd\u5efa\u6210\u672c\uff0c\u4f46\u9805\u76ee\u4ecd\u5c6c\u7814\u7a76\u539f\u578b\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u9700\u8981\u5f9e\u5f71\u50cf\u5efa\u7acb\u53ef\u63a2\u7d22\u5834\u666f\u7684\u7814\u7a76\u5718\u968a\u3001\u4e16\u754c\u6a21\u578b\u958b\u767c\u8005\u3001\u6a5f\u68b0\u4eba\u548c\u865b\u64ec\u74b0\u5883\u9805\u76ee\u8f03\u6709\u53c3\u8003\u50f9\u503c\u3002\u76f8\u6bd4\u6bcf\u6bb5\u5f71\u7247\u7368\u7acb\u751f\u6210\u7684\u505a\u6cd5\uff0c\u5b83\u628a\u5834\u666f\u8a18\u61b6\u653e\u5165\u9589\u74b0\u6d41\u7a0b\uff1b\u4ee3\u50f9\u662f\u9700\u8981\u540c\u6642\u8655\u7406 3D Gaussian \u8a18\u61b6\u3001latent rendering \u548c\u64f4\u6563\u6a21\u578b\uff0c\u5de5\u7a0b\u6574\u5408\u8f03\u8907\u96dc\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9805\u76ee\u9996\u9801\u5c55\u793a\u4e86 minute-long generation\u3001\u4e0d\u540c\u93e1\u982d\u8def\u5f91\u548c\u591a\u8996\u89d2\u5834\u666f\u5ef6\u4f38\uff0c\u4f46\u672a\u63d0\u4f9b\u660e\u78ba\u7684 FPS\u3001GPU \u578b\u865f\u6216 VRAM \u8981\u6c42\u3002\u5132\u5b58\u5eab\u5217\u51fa\u7684 L3G-Mem\u3001L3G-Gen\u3001\u63a8\u7406\u7a0b\u5f0f\u53ca Fast checkpoints \u4ecd\u5728\u767c\u5e03\u8a08\u5283\u4e2d\uff0c\u56e0\u6b64\u76ee\u524d\u53ea\u80fd\u6309\u516c\u958b\u5c55\u793a\u7406\u89e3\u80fd\u529b\uff0c\u672a\u80fd\u64da\u6b64\u78ba\u8a8d\u5b89\u88dd\u6d41\u7a0b\u3001\u6240\u9700\u786c\u4ef6\u6216\u53ef\u76f4\u63a5\u90e8\u7f72\u7a0b\u5ea6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/cvlab-kaist.github.io\/L3G-World\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/cvlab-kaist\/L3G-World\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>L3G-World \u628a\u55ae\u5f35\u5f71\u50cf\u3001\u6587\u5b57\u63d0\u793a\u548c\u93e1\u982d\u8def\u5f91\u63a5\u6210\u53ef\u6301\u7e8c\u63a2\u7d22\u7684 3D \u4e16\u754c\uff0c\u91cd\u9ede\u5728\u9577\u7247\u6bb5\u4e00\u81f4\u6027\u8207\u751f\u6210\u901f\u5ea6\u3002<\/p>\n","protected":false},"author":8,"featured_media":14207,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,162,76,141,186,31,30,210,132,150],"tags":[],"class_list":["post-14208","post","type-post","status-publish","format-standard","hentry","category-133","category-ai-productions","category-76","category-141","category-186","category-video","category-image","category-worldactionmodel","category-3d","category-150"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14208","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=14208"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14208\/revisions"}],"predecessor-version":[{"id":14212,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14208\/revisions\/14212"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/14207"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=14208"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=14208"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=14208"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}