{"id":8027,"date":"2026-01-06T06:01:00","date_gmt":"2026-01-05T21:01:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8027"},"modified":"2026-01-04T11:07:16","modified_gmt":"2026-01-04T02:07:16","slug":"showui-%cf%80-flow-based-generative-models-as-gui-dexterous-hands","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8027","title":{"rendered":"ShowUI-$\u03c0$: Flow-based Generative Models as GUI Dexterous Hands"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>ShowUI-$\u03c0$: Flow-based Generative Models as GUI Dexterous Hands\u00a0<\/strong>[59.2]<br>\u305d\u3053\u3067\u6211\u3005\u306f,GUI dexterous Hand\u3068\u3057\u3066\u6700\u521d\u306e\u30d5\u30ed\u30fc\u30d9\u30fc\u30b9\u751f\u6210\u30e2\u30c7\u30eb\u3067\u3042\u308b ShowUI-$ \u3092\u958b\u767a\u3057\u305f\u3002 ShowUI-$$\u306f\u3001\u305f\u3063\u305f450\u4e07\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u306726.98\u3092\u9054\u6210\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2512.24965v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2512.24965v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 31 Dec 2025 16:51:14 GMT)<\/li>\n\n\n\n<li>\u300cShowUI-\u03c0 highlights the following architecture: (i) Unified Discrete-Continuous Actions: ShowUI-\u03c0 casts discrete clicks as drags with negligible movements, and integrates them with continuous drags into a unified modeling.  Under this formulation, both action types are represented by a sequence of (x,y,m) triplets, where (x,y) are cursor coordinates and m \u2208 {down,up} is the mouse button state. This unified design allows ShowUI-\u03c0 to handle both drag and click tasks with a single shared model, adapting without task-specific head selection.\u300d\u3068\u4ed6\u306eGUI Agent\u3068\u306f\u30c7\u30fc\u30bf\u306e\u6271\u3044\u65b9\u304c\u7570\u306a\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/showlab.github.io\/showui-pi\/\">ShowUI-\u03c0: Flow-based Generative Models as GUI Dexterous Hands<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[181],"class_list":["post-8027","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-gui-agent"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8027","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=8027"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8027\/revisions"}],"predecessor-version":[{"id":8028,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8027\/revisions\/8028"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8027"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8027"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8027"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}