{"id":6967,"date":"2025-06-24T05:16:00","date_gmt":"2025-06-23T20:16:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6967"},"modified":"2025-06-22T09:19:57","modified_gmt":"2025-06-22T00:19:57","slug":"v-jepa-2-self-supervised-video-models-enable-understanding-prediction-and-planning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6967","title":{"rendered":"V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning\u00a0<\/strong>[43.2]<br>\u73fe\u4ee3\u306eAI\u306b\u3068\u3063\u3066\u306e\u5927\u304d\u306a\u8ab2\u984c\u306f\u3001\u4e16\u754c\u3092\u7406\u89e3\u3057\u3001\u4e3b\u306b\u89b3\u5bdf\u306b\u3088\u3063\u3066\u884c\u52d5\u3059\u308b\u3053\u3068\u3092\u5b66\u3076\u3053\u3068\u3067\u3042\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u898f\u6a21\u306e\u30d3\u30c7\u30aa\u30c7\u30fc\u30bf\u3068\u5c11\u91cf\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u81ea\u5df1\u6559\u5e2b\u578b\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002 \u6211\u3005\u306f\u7269\u7406\u4e16\u754c\u3067\u7406\u89e3\u3057\u3001\u4e88\u6e2c\u3057\u3001\u8a08\u753b\u3067\u304d\u308b\u30e2\u30c7\u30eb\u3092\u958b\u767a\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2506.09985v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2506.09985v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 11 Jun 2025 17:57:09 GMT)<\/li>\n\n\n\n<li>\u300cwe show that joint-embedding predictive architectures learning from videos can be used to build a world model that enables understanding the physical world, predicting future states, and effectively planning in new situations; this is achieved by leveraging internet-scale video and a small amount of interaction data.\u300d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/ai.meta.com\/blog\/v-jepa-2-world-model-benchmarks\/\">Introducing the V-JEPA 2 world model and new benchmarks for physical reasoning<\/a>\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/facebookresearch\/vjepa2\">GitHub &#8211; facebookresearch\/vjepa2: PyTorch code and models for VJEPA2 self-supervised learning from video.<\/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":[449,510],"class_list":["post-6967","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-world-model","tag-510"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6967","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=6967"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6967\/revisions"}],"predecessor-version":[{"id":6968,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6967\/revisions\/6968"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6967"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6967"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6967"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}