{"id":10014,"date":"2026-07-08T18:43:59","date_gmt":"2026-07-08T10:43:59","guid":{"rendered":"https:\/\/infernews.com\/blog\/mv-forcing\/"},"modified":"2026-07-08T18:46:59","modified_gmt":"2026-07-08T10:46:59","slug":"mv-forcing","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/mv-forcing\/","title":{"rendered":"MV-Forcing \u8b93\u9577\u6642\u591a\u8996\u89d2\u5f71\u7247\u66f4\u4e00\u81f4"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/social_card.jpg\" alt=\"Og image\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u60f3\u50cf\u540c\u4e00\u500b\u4eba\u7269\u52d5\u4f5c\uff0c\u8981\u7531\u4e09\u500b\u93e1\u982d\u89d2\u5ea6\u4e00\u8def\u63a5\u4f4f\u751f\u6210\uff0c\u756b\u9762\u4e0d\u4f46\u8981\u9023\u6232\uff0c\u8996\u89d2\u4e4b\u9593\u7684\u4f4d\u7f6e\u95dc\u4fc2\u90fd\u8981\u8b1b\u5f97\u901a\u3002MV-Forcing \u5c6c\u65bc\u591a\u8996\u89d2\u5f71\u7247\u751f\u6210\u6846\u67b6\uff0c\u8655\u7406\u7684\u6b63\u662f\u9577\u6642\u6bb5 dynamic scenes \u5728\u4e0d\u540c viewpoint \u4e0b\u5bb9\u6613\u5931\u771f\u3001\u8df3\u4f4d\u3001\u524d\u5f8c\u4e0d\u4e00\u81f4\u7684\u554f\u984c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u7684\u53d6\u5411\uff0c\u4e0d\u662f\u53ea\u9867\u55ae\u4e00\u8996\u89d2\u62c9\u9577\u5f71\u7247\uff0c\u4e5f\u4e0d\u662f\u53ea\u505a\u77ed\u7247\u5f0f\u591a\u8996\u89d2\u540c\u6b65\uff0c\u800c\u662f\u628a temporal autoregression \u540c view-wise autoregression \u653e\u5165\u540c\u4e00\u500b diffusion model\u3002\u4e2d\u9593\u518d\u52a0\u4e0a\u4e00\u500b 4D geometric prior \u4f5c\u6a4b\u6a11\uff1a\u5148\u5f9e\u5df2\u751f\u6210\u7684 source view \u91cd\u5efa 3D \u7d50\u69cb\uff0c\u518d\u6e32\u67d3\u51fa\u4e0b\u4e00\u500b target view \u7684\u5e7e\u4f55\u5148\u9a57\uff0c\u6700\u5f8c\u4ea4\u7531\u6a21\u578b\u7d30\u5316\u6210\u9ad8\u8cea\u5f71\u7247\u3002<\/p>\n\n\n<div\n   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data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/galfiebelman.github.io\\\/mv-forcing\\\/webpage_assets\\\/demo.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\">\u53e6\u4e00\u500b\u95dc\u9375\u5728\u8a13\u7df4\u65b9\u5f0f\u3002MV-Forcing \u7528 joint denoising\uff0c\u4ee4\u5169\u500b view slots \u8a13\u7df4\u6642\u90fd\u53ef\u7531\u96dc\u8a0a\u8d77\u6b65\uff0c\u907f\u514d\u6a21\u578b\u53ea\u4f9d\u8cf4\u56fa\u5b9a teacher temporal window\uff0c\u5f9e\u800c\u652f\u63f4\u66f4\u9577\u7684\u751f\u6210\u3002\u5b83\u4ea6\u52a0\u5165 Distribution Matching Distillation \u8207 Spatio-Temporal Self-Forcing\uff0c\u76e1\u91cf\u7e2e\u7a84\u8a13\u7df4\u8207\u63a8\u7406\u4e4b\u9593\u7684 exposure bias\uff0c\u8b93\u6642\u9593\u8207\u8996\u89d2\u5169\u689d\u81ea\u56de\u6b78\u93c8\u63a5\u5f97\u66f4\u7a69\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u80fd\u540c\u6642\u8655\u7406\u9577\u5f71\u7247\u8207\u591a\u8996\u89d2\u4e00\u81f4\u6027\uff0c\u800c\u5514\u4fc2\u4e8c\u9078\u4e00<\/li>\n\n\n\n<li>\u4ee5 3D reconstruction \u9023\u63a5\u76f8\u9130\u8996\u89d2\uff0c\u88dc\u4e0a\u5e7e\u4f55\u95dc\u4fc2<\/li>\n\n\n\n<li>\u652f\u63f4 arbitrary lengths \u8207 viewpoint counts\uff0c\u5f48\u6027\u8f03\u9ad8<\/li>\n\n\n\n<li>\u7528\u55ae\u4e00 few-step student model \u5b8c\u6210\u751f\u6210\uff0c\u63a8\u7406\u8def\u5f91\u8f03\u96c6\u4e2d<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u6709\u8cc7\u6599\u63d0\u5230\uff0c\u5b83\u5df2\u5728 synthetic \u8207 real-world data \u505a\u5927\u91cf\u5be6\u9a57\uff0c\u91cd\u9ede\u6210\u679c\u662f\u80fd\u751f\u6210\u5e7e\u4f55\u4e00\u81f4\u7684\u591a\u8996\u89d2\u52d5\u614b\u5f71\u7247\u3002\u4e0d\u904e\u516c\u958b\u5167\u5bb9\u66ab\u6642\u8f03\u50cf\u7814\u7a76\u5c55\u793a\uff0cCode \u4ecd\u6a19\u793a coming soon\uff1b\u5c0d\u5167\u5bb9\u5275\u4f5c\u3001\u8996\u89ba\u6558\u4e8b\u3001\u865b\u64ec\u651d\u5f71\u6a5f\u898f\u5283\u6709\u8208\u8da3\u7684\u4eba\uff0c\u6703\u8f03\u5bb9\u6613\u770b\u51fa\u9019\u500b\u9805\u76ee\u7684\u50f9\u503c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/galfiebelman.github.io\/mv-forcing\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/arxiv.org\/pdf\/2607.05376\" rel=\"noopener noreferrer\"><strong>Paper<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u540c\u4e00\u6bb5\u52d5\u614b\u5834\u666f\uff0c\u8981\u7531\u591a\u500b\u89d2\u5ea6\u9023\u7e8c\u751f\u6210\u800c\u4e14\u5514\u7a7f\u5d29\uff0c\u4e00\u76f4\u90fd\u597d\u96e3\u3002MV-Forcing\u60f3\u89e3\u6c7a\u7684\uff0c\u6b63\u6b63\u662f\u9577\u7247\u6bb5\u3001\u591a\u8996\u89d2\u8207\u5e7e\u4f55\u4e00\u81f4\u6027\u4e09\u4ef6\u4e8b\u540c\u6642\u6210\u7acb\u3002<\/p>\n","protected":false},"author":8,"featured_media":10013,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[31,132,127,141,197],"tags":[],"class_list":["post-10014","post","type-post","status-publish","format-standard","hentry","category-video","category-3d","category-127","category-141","category-framework"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10014","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=10014"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10014\/revisions"}],"predecessor-version":[{"id":10016,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10014\/revisions\/10016"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10013"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10014"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10014"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10014"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}