{"id":8647,"date":"2026-05-30T22:31:36","date_gmt":"2026-05-30T14:31:36","guid":{"rendered":"https:\/\/infernews.com\/blog\/adastate\/"},"modified":"2026-05-30T22:31:36","modified_gmt":"2026-05-30T14:31:36","slug":"adastate","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/adastate\/","title":{"rendered":"AdaState \u4ee4\u4e32\u6d41\u5f71\u7247\u751f\u6210\u66f4\u81ea\u7136\u6d41\u52d5"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/05\/framework-04f4c21c8810.jpg\" alt=\"Motivation figure: attention bias and qualitative comparison of reference strategies\"><\/figure>\n<p>AdaState \u662f\u4e00\u500b\u7528\u65bc Streaming Video Generation \u7684\u65b9\u6cd5\uff0c\u76ee\u7684\u662f\u6539\u5584\u81ea\u56de\u6b78\u5f71\u7247 diffusion \u6a21\u578b\u904e\u5ea6\u4f9d\u8cf4\u7b2c\u4e00\u5e40\u7684\u554f\u984c\u3002\u539f\u6709\u505a\u6cd5\u6703\u628a\u9996\u5e40\u7576\u6210\u56fa\u5b9a\u53c3\u8003\uff0c\u4ee4\u5f8c\u7e8c\u5167\u5bb9\u96d6\u7136\u4e00\u81f4\uff0c\u537b\u5bb9\u6613\u51fa\u73fe\u756b\u9762\u904e\u65bc\u975c\u6b62\u3001\u93e1\u982d\u96e3\u4ee5\u81ea\u7136\u79fb\u52d5\u3001\u5834\u666f\u8b8a\u5316\u88ab\u58d3\u6291\u7684\u60c5\u6cc1\u3002<\/p>\n<p>\u9805\u76ee\u7684\u6838\u5fc3\u662f\u7528\u4e00\u500b\u6703\u96a8\u5167\u5bb9\u66f4\u65b0\u7684 adaptive state \u53d6\u4ee3\u51cd\u7d50\u7684 first-frame anchor\u3002\u9019\u500b\u96b1\u85cf\u72c0\u614b\u6703\u5728\u6bcf\u500b chunk \u8207\u5167\u5bb9\u4e00\u540c denoise\uff0c\u4f46\u672c\u8eab\u4e0d\u6703\u76f4\u63a5\u8f38\u51fa\u6210\u756b\u9762\uff0c\u6a21\u578b\u6539\u70ba\u53c3\u8003\u4e0a\u4e00\u500b state \u8207\u76ee\u524d\u5167\u5bb9\uff0c\u9010\u6b65\u5f62\u6210\u6703\u6f14\u5316\u7684\u5834\u666f\u9328\u9ede\u3002<\/p>\n<p>\u5c0d\u4e00\u822c\u8b80\u8005\u4f86\u8aaa\uff0c\u53ef\u4ee5\u628a\u5b83\u7406\u89e3\u70ba\uff1a\u6a21\u578b\u4e0d\u518d\u6b7b\u8ddf\u958b\u982d\u90a3\u4e00\u683c\u756b\u9762\uff0c\u800c\u662f\u4e00\u8def\u4fdd\u5b58\u4e00\u500b\u6703\u6210\u9577\u7684\u300c\u5834\u666f\u8a18\u61b6\u300d\u3002\u9019\u6a23\u505a\u6709\u52a9\u652f\u63f4\u66f4\u9577\u7684 rollouts\uff0c\u4e5f\u66f4\u5bb9\u6613\u7522\u751f\u9023\u7e8c camera motion \u548c\u81ea\u7136\u7684 scene progression\uff0c\u540c\u6642\u4e0d\u9700\u8981\u984d\u5916\u5916\u63a5\u6a21\u7d44\u3002<\/p>\n<p>\u91cd\u9ede\u53ef\u5148\u7559\u610f\u4ee5\u4e0b\u5e7e\u9ede\uff1a<br \/>\n&#8211; \u89e3\u6c7a\u9996\u5e40\u9577\u671f\u4e3b\u5c0e attention cache \u7684\u9650\u5236<br \/>\n&#8211; \u4ee5 adaptive state \u5efa\u7acb\u53ef\u6301\u7e8c\u66f4\u65b0\u7684\u96b1\u85cf\u53c3\u8003<br \/>\n&#8211; \u63a1\u7528 relative time \u7684\u751f\u6210\u89c0\u5ff5\uff0c\u6bcf\u4e00\u6b65\u770b\u5230\u76f8\u4f3c\u7684\u4f4d\u7f6e\u7d50\u69cb<br \/>\n&#8211; \u628a recurrence \u5f15\u5165\u751f\u6210\u6d41\u7a0b\uff0c\u4e26\u4ee5 denoising \u4f5c\u70ba\u72c0\u614b\u8f49\u79fb<br \/>\n&#8211; \u9805\u76ee\u9801\u9762\u8868\u793a\u53ef\u63d0\u5347\u5f71\u7247 dynamics\u3001motion \u8207\u9577\u6642\u6bb5\u9023\u8cab\u6027<\/p>\n<p>AdaState \u7684\u512a\u52e2\u96c6\u4e2d\u5728 richer dynamics\u3001longer rollouts \u8207 coherence \u4e4b\u9593\u7684\u5e73\u8861\uff1b\u9577\u7247\u6bb5\u5167\u5bb9\u5ef6\u5c55\u3001\u865b\u64ec\u93e1\u982d\u904b\u52d5\u7684\u7814\u7a76\u3002<\/p>\n<p><strong>\u9805\u76ee\uff1a<\/strong> <a href=\"https:\/\/adastate.github.io\/\" rel=\"noopener noreferrer\">https:\/\/adastate.github.io\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AdaState \u7528\u53ef\u6f14\u5316\u7684\u96b1\u85cf\u9328\u9ede\u53d6\u4ee3\u9996\u5e40\u4f9d\u8cf4\uff0c\u8b93\u9577\u7247\u6bb5\u751f\u6210\u4fdd\u7559\u9023\u8cab\u4e4b\u9918\uff0c\u52d5\u614b\u548c\u93e1\u982d\u79fb\u52d5\u66f4\u81ea\u7136\u3002<\/p>\n","protected":false},"author":8,"featured_media":8646,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,186,197],"tags":[],"class_list":["post-8647","post","type-post","status-publish","format-standard","hentry","category-133","category-186","category-framework"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8647","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=8647"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8647\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8646"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8647"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8647"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8647"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}