{"id":9496,"date":"2026-06-22T06:00:14","date_gmt":"2026-06-21T22:00:14","guid":{"rendered":"https:\/\/infernews.com\/blog\/official-code-permavid-consistent-video-generation-across-edits-via-disentangled\/"},"modified":"2026-06-22T06:49:14","modified_gmt":"2026-06-21T22:49:14","slug":"permavid","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/permavid\/","title":{"rendered":"PermaVid \u4ee4\u5f71\u7247\u4fee\u6539\u5f8c\u4ecd\u7136\u9023\u8cab"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/teaser-4.jpg\" alt=\"teaser\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f88\u591a\u5f71\u7247\u751f\u6210\u65b9\u6cd5\u8655\u7406\u7de8\u8f2f\u4efb\u52d9\u6642\uff0c\u6703\u628a\u904e\u5f80\u756b\u9762\u7576\u6210\u55ae\u4e00\u8a18\u61b6\u4f86\u6e90\uff1b\u4e00\u65e6\u505a\u4e86 style\u3001season\u3001weather \u6216 time \u9019\u985e\u4fee\u6539\uff0c\u820a\u8a18\u61b6\u5c31\u53ef\u80fd\u8b8a\u6210\u904e\u6642\u53c3\u8003\uff0c\u4e4b\u5f8c\u751f\u6210\u7684\u93e1\u982d\u5bb9\u6613\u51fa\u73fe\u4eba\u7269\u8b8a\u6a23\u3001\u5834\u666f\u8d70\u4f4d\u932f\u4e82\uff0c\u6216\u8005\u8996\u89d2\u5207\u63db\u5f8c\u5c0d\u4e0d\u4e0a\u3002PermaVid \u63d0\u51fa\u7684\u65b9\u5411\uff0c\u662f\u628a\u300c\u5916\u89c0\u8a9e\u610f\u300d\u540c\u300c\u5e7e\u4f55\u7d50\u69cb\u300d\u5206\u958b\u4fdd\u5b58\uff0c\u907f\u514d\u4e00\u6b21\u7de8\u8f2f\u4ee4\u5168\u90e8\u4e0a\u4e0b\u6587\u4e00\u9f4a\u5931\u6548\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u662f\u4e00\u500b\u5f71\u7247\u751f\u6210\u6846\u67b6\uff0c\u6838\u5fc3\u5de5\u4f5c\u662f\u8b93 edited video \u5728\u8de8\u6642\u9593\u3001\u8de8\u8996\u89d2\u3001\u8de8\u591a\u6b21\u4fee\u6539\u4e4b\u4e0b\uff0c\u4ecd\u4fdd\u6301\u5167\u5bb9\u9023\u8cab\u3002\u5b83\u4f7f\u7528 disentangled context memory\uff1aRGB context memory \u8ca0\u8cac\u8a18\u9304 semantic appearance\uff0cdepth context memory \u5247\u4fdd\u7559 geometry-only structure\uff0c\u518d\u914d\u5408 edit-aware memory update and retrieval\uff0c\u628a\u65b0\u4fee\u6539\u904e\u7684\u8cc7\u8a0a\u9010\u6b65\u5beb\u56de\u8a18\u61b6\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/ys-imtech.github.io\\\/projects\\\/PermaVid\\\/assets\\\/videos\\\/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;settings&quot;:true,&quot;download&quot;:false,&quot;fullscreen&quot;:true},&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\">\u548c\u4e00\u822c\u53ea\u9760\u55ae\u4e00\u8a18\u61b6\u5eab\u6216\u55ae\u4e00\u8def\u5f91\u689d\u4ef6\u63a7\u5236\u7684\u65b9\u6cd5\u76f8\u6bd4\uff0cPermaVid \u7684\u53d6\u6368\u5f88\u6e05\u695a\uff1a\u7cfb\u7d71\u66f4\u8907\u96dc\uff0c\u4e5f\u8981\u540c\u6642\u8655\u7406 RGB \u8207 depth \u5169\u7a2e\u8108\u7d61\uff0c\u4f46\u63db\u4f86\u7684\u662f\u7de8\u8f2f\u4e4b\u5f8c\u7684\u9577\u671f\u4e00\u81f4\u6027\u3002\u5f9e\u5132\u5b58\u5eab\u8cc7\u8a0a\u770b\uff0c\u9805\u76ee\u4ea6\u63d0\u4f9b dataset\u3001paper \u53ca demo\uff0c\u4e26\u4f9d\u8cf4 Wan2.1-VACE-14B\u3001Qwen-Image-Edit\u3001Qwen3-VL-8B-Instruct \u7b49\u6a21\u578b\uff0c\u986f\u793a\u5b83\u4e0d\u662f\u8f15\u91cf\u73a9\u5177\uff0c\u800c\u662f\u504f\u7814\u7a76\u578b\u3001\u591a\u6a21\u7d44\u7d44\u5408\u7684\u5b8c\u6574\u6d41\u7a0b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u652f\u63f4\u76f8\u6a5f\u79fb\u52d5\u63a7\u5236\uff0c\u4f8b\u5982 direction-frames-speed \u9019\u985e\u683c\u5f0f<\/li>\n\n\n\n<li>\u7de8\u8f2f\u985e\u578b\u6db5\u84cb style\u3001season\u3001weather\u3001time \u7b49\u5168\u5c40\u8b8a\u5316<\/li>\n\n\n\n<li>\u91cd\u9ede\u4e0d\u53ea\u662f\u751f\u6210\u55ae\u6bb5\u7247\uff0c\u800c\u662f\u4fee\u6539\u4e4b\u5f8c\u4ecd\u7dad\u6301\u5f8c\u7e8c\u7247\u6bb5\u4e00\u81f4<\/li>\n\n\n\n<li>\u9700\u8981\u8f03\u5b8c\u6574\u74b0\u5883\u914d\u7f6e\uff0c\u5305\u542b PyTorch\u3001CUDA \u8207\u984d\u5916\u8a13\u7df4\uff0f\u63a8\u7406\u4f9d\u8cf4<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u662f\u505a instruction-based video editing\u3001reference video generation\uff0c\u6216\u8005\u60f3\u7814\u7a76 Computer Vision \u540c\u591a\u6a21\u614b\u8a18\u61b6\u5982\u4f55\u5f71\u97ff\u9577\u7247\u6bb5\u4e00\u81f4\u6027\uff0c\u9019\u500b\u9805\u76ee\u5f88\u6709\u53c3\u8003\u50f9\u503c\u3002\u73fe\u6709\u8cc7\u6599\u63d0\u5230\u5b83\u5728\u9577\u671f semantic \u8207 structural consistency \u4e0a\u660e\u986f\u512a\u65bc state-of-the-art methods\uff0c\u4f46\u516c\u958b\u8cc7\u8a0a\u672a\u5217\u51fa\u5b8c\u6574\u91cf\u5316\u5206\u6578\uff1b\u8f03\u7a69\u59a5\u7684\u7406\u89e3\uff0c\u662f\u5b83\u7684\u4eae\u9ede\u5728\u65b9\u6cd5\u8a2d\u8a08\u8207 benchmark \u8868\u73fe\u65b9\u5411\uff0c\u800c\u4e0d\u662f\u5373\u88dd\u5373\u7528\u7684\u6d88\u8cbb\u7d1a\u5de5\u5177\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>GitHub\uff1a<\/strong> <a href=\"https:\/\/github.com\/YS-IMTech\/PermaVid\" rel=\"noopener noreferrer\">https:\/\/github.com\/YS-IMTech\/PermaVid<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9805\u76ee\u4e3b\u9801\uff1a<\/strong> <a href=\"https:\/\/ys-imtech.github.io\/projects\/PermaVid\/\" rel=\"noopener noreferrer\">https:\/\/ys-imtech.github.io\/projects\/PermaVid\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Paper\uff1a<\/strong> <a href=\"https:\/\/arxiv.org\/pdf\/2606.16449\" rel=\"noopener noreferrer\">https:\/\/arxiv.org\/pdf\/2606.16449<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>PermaVid 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