{"id":10177,"date":"2026-07-14T00:03:58","date_gmt":"2026-07-13T16:03:58","guid":{"rendered":"https:\/\/infernews.com\/blog\/genception\/"},"modified":"2026-07-14T00:05:18","modified_gmt":"2026-07-13T16:05:18","slug":"genception","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/genception\/","title":{"rendered":"GenCeption \u55ae\u4e00\u6a21\u578b\u591a\u7a2e\u8996\u89ba\u4efb\u52d9"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/og_card.jpg\" alt=\"Og image\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u505a\u5f71\u50cf\u7406\u89e3\u6642\uff0c\u5f88\u591a\u4eba\u6700\u982d\u75db\u7684\u4e0d\u662f\u55ae\u4e00\u4efb\u52d9\u505a\u5514\u5230\uff0c\u800c\u662f\u6bcf\u505a\u4e00\u7a2e\u4efb\u52d9\u5c31\u8981\u63db\u4e00\u5957\u6a21\u578b\u3002GenCeption \u5c6c\u65bc\u901a\u7528\u8996\u89ba\u6a21\u578b\uff0c\u76ee\u6a19\u662f\u628a\u6df1\u5ea6\u4f30\u8a08\u3001\u6cd5\u7dda\u3001\u76f8\u6a5f\u59ff\u614b\u3001\u5206\u5272\u30012D\/3D \u95dc\u9375\u9ede\u751a\u81f3 4D grounding \u653e\u5165\u540c\u4e00\u500b\u6d41\u7a0b\uff0c\u4e26\u4e14\u7528\u6587\u5b57\u6307\u4ee4\u63a7\u5236\u8f38\u51fa\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u8655\u7406\u7684\u6838\u5fc3\u554f\u984c\uff0c\u662f\u96fb\u8166\u8996\u89ba\u9577\u671f\u4f9d\u8cf4\u4efb\u52d9\u5c08\u7528\u6a21\u578b\uff0c\u5de5\u4f5c\u6d41\u5bb9\u6613\u5206\u6563\u3001\u8a13\u7df4\u8207\u90e8\u7f72\u6210\u672c\u4ea6\u9ad8\u3002GenCeption \u7684\u505a\u6cd5\uff0c\u662f\u5148\u7528 video generative diffusion model \u505a\u9810\u8a13\u7df4\uff0c\u5438\u6536\u7a7a\u9593\u8207\u6642\u9593\u4e0a\u7684 world priors\uff0c\u4ee5\u53ca\u539f\u751f\u7684 vision-language alignment\uff0c\u518d\u7d93\u904e multi-task post-training\uff0c\u628a\u539f\u672c\u504f\u751f\u6210\u5f0f\u3001\u591a\u6b65\u9a5f\u7684\u9aa8\u5e79\uff0c\u6539\u9020\u6210\u55ae\u6b65 feed-forward \u63a8\u7406\u6a21\u578b\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/genception.github.io\\\/assets\\\/teaser_video.mp4&quot;,&quot;repeat&quot;:true,&quot;autoplay&quot;:true,&quot;muted&quot;:true,&quot;align&quot;:&quot;&quot;,&quot;poster&quot;:&quot;&quot;,&quot;controls&quot;:{&quot;play-large&quot;:true,&quot;restart&quot;:false,&quot;rewind&quot;:true,&quot;play&quot;:true,&quot;fast-forward&quot;:true,&quot;progress&quot;:true,&quot;current-time&quot;:true,&quot;duration&quot;:false,&quot;mute&quot;:true,&quot;volume&quot;:true,&quot;pip&quot;:false,&quot;airplay&quot;:false,&quot;captions&quot;:false,&quot;settings&quot;:true,&quot;download&quot;:false,&quot;fullscreen&quot;:true},&quot;captions&quot;:[],&quot;ratio&quot;:&quot;16:9&quot;,&quot;accentColor&quot;:&quot;&quot;,&quot;lazyLoad&quot;:false,&quot;width&quot;:&quot;100%&quot;,&quot;radius&quot;:&quot;0px&quot;,&quot;resetOnEnd&quot;:false,&quot;autoHideControl&quot;:true,&quot;isSetup&quot;:false}'\n><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u9019\u7a2e\u8def\u7dda\u8ddf\u5e38\u898b\u505a\u6cd5\u6700\u5927\u5206\u5225\uff0c\u5728\u65bc\u5b83\u4e0d\u662f\u70ba\u6bcf\u500b\u4efb\u52d9\u5404\u81ea\u780c\u4e00\u500b\u6a21\u578b\uff0c\u800c\u662f\u7528\u55ae\u4e00\u3001task-agnostic architecture \u61c9\u4ed8 dense \u8207 sparse vision tasks\u3002\u8cc7\u6599\u4e0a\u4ea6\u4ee5 synthetic data \u70ba\u4e3b\uff0c\u91cd\u9ede\u653e\u5728\u5b78\u7fd2\u6548\u7387\u3001sim-to-real transfer\uff0c\u4ee5\u53ca\u9047\u5230 out-of-distribution \u7269\u4ef6\u985e\u5225\u6642\u7684\u6cdb\u5316\u80fd\u529b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u63f4\u591a\u7a2e\u8996\u89ba\u4efb\u52d9\uff0c\u5305\u542b depth\u3001surface normal\u3001camera pose\u3001segmentation\u30012D\/3D keypoint prediction<\/li>\n\n\n\n<li>\u900f\u904e\u6587\u5b57\u6307\u4ee4\u5207\u63db\u4efb\u52d9\uff0c\u4fdd\u6301\u540c\u4e00\u6a21\u578b\u4ecb\u9762<\/li>\n\n\n\n<li>\u628a\u5f71\u7247\u751f\u6210\u9810\u8a13\u7df4\u8f49\u6210 feed-forward \u8996\u89ba\u63a8\u7406\uff0c\u800c\u4e0d\u662f\u505c\u7559\u5728\u591a\u6b65\u751f\u6210\u6d41\u7a0b<\/li>\n\n\n\n<li>\u5b98\u65b9\u63cf\u8ff0\u6307\u5b83\u5728\u591a\u500b\u4efb\u52d9\u4e0a\u53ef\u8207\u5c08\u7528 SOTA \u6a21\u578b\u7af6\u722d\uff0c\u5c0d\u6bd4\u5c0d\u8c61\u5305\u62ec DepthAnything3\u3001D4RT\u3001VGGT-\u03a9\u3001SAM3\u3001Sapiens\u3001DAVID<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u7814\u7a76\u591a\u6a21\u614b\u6a21\u578b\u3001\u901a\u7528\u6a5f\u68b0\u8996\u89ba\uff0c\u6216\u8005\u60f3\u6574\u5408\u8907\u6578\u611f\u77e5\u4efb\u52d9\u7684\u4eba\u4f86\u8aaa\uff0cGenCeption \u503c\u5f97\u7559\u610f\u3002\u73fe\u6642\u516c\u958b\u5167\u5bb9\u4ecd\u4ee5\u7814\u7a76\u5c55\u793a\u70ba\u4e3b\uff0cCode \u4ea6\u6a19\u793a\u70ba TBA\uff0c\u6240\u4ee5\u8f03\u9069\u5408\u5148\u7406\u89e3\u65b9\u6cd5\u65b9\u5411\u8207\u80fd\u529b\u908a\u754c\uff0c\u518d\u89c0\u5bdf\u5f8c\u7e8c\u958b\u6e90\u8207\u53ef\u91cd\u73fe\u7a0b\u5ea6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/genception.github.io\/\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u540c\u4e00\u500b\u6a21\u578b\u5c31\u60f3\u8655\u7406\u6df1\u5ea6\u3001\u5206\u5272\u3001\u59ff\u614b\u540c\u95dc\u9375\u9ede\u3002GenCeption \u628a\u5f71\u7247\u751f\u6210\u9810\u8a13\u7df4\u8f49\u6210\u901a\u7528\u8996\u89ba\u80fd\u529b\uff0c\u65b9\u5411\u76f8\u7576\u6e05\u6670\u3002<\/p>\n","protected":false},"author":8,"featured_media":10176,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[178,132,31,119,120,76,127,149,141],"tags":[],"class_list":["post-10177","post","type-post","status-publish","format-standard","hentry","category-google","category-3d","category-video","category-119","category-120","category-76","category-127","category-149","category-141"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10177","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=10177"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10177\/revisions"}],"predecessor-version":[{"id":10179,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10177\/revisions\/10179"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10176"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10177"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10177"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10177"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}