{"id":7151,"date":"2026-01-04T02:52:03","date_gmt":"2026-01-03T18:52:03","guid":{"rendered":"https:\/\/infernews.com\/?p=7151"},"modified":"2026-01-04T02:53:03","modified_gmt":"2026-01-03T18:53:03","slug":"spacetimepilot-%e6%99%82%e9%96%93%e8%bb%b8%e6%8e%a7%e5%88%b6%e7%94%9f%e6%88%90%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/spacetimepilot-%e6%99%82%e9%96%93%e8%bb%b8%e6%8e%a7%e5%88%b6%e7%94%9f%e6%88%90%e6%a8%a1%e5%9e%8b\/","title":{"rendered":"SpaceTimePilot \u6642\u9593\u8ef8\u63a7\u5236\u5f71\u7247\u751f\u6210\u6a21\u578b"},"content":{"rendered":"\n<p><a href=\"https:\/\/zheninghuang.github.io\/Space-Time-Pilot\/\" target=\"_blank\" rel=\"noreferrer noopener\">SpaceTimePilot<\/a> \u662f\u4e00\u500b\u628a\u300c\u651d\u5f71\u6a5f\u904b\u93e1\u300d\u548c\u300c\u6642\u9593\u8ef8\u63a7\u5236\u300d\u5fb9\u5e95\u62c6\u958b\u4f86\u73a9\u7684\u8996\u89ba\u751f\u6210\u6a21\u578b\uff0c\u5f9e\u4e00\u652f\u666e\u901a\u7684\u55ae\u773c\u5f71\u7247\u51fa\u767c\uff0c\u5c31\u80fd\u540c\u6642\u6539\u8b8a\u93e1\u982d\u8def\u5f91\u548c\u52d5\u4f5c\u7bc0\u594f\uff0c\u505a\u51fa bullet-time\u3001\u6162\u52d5\u4f5c\u3001\u5012\u5e36\u3001\u751a\u81f3\u7a7a\u9593\u8207\u6642\u9593\u4ea4\u932f\u524d\u9032\u9019\u7a2e\u9ad8\u81ea\u7531\u5ea6\u6548\u679c\u3002 \u904e\u53bb\u7684 Camera-control V2V \u6a21\u578b\uff08\u4f8b\u5982 ReCamMaster\u3001Generative Camera Dolly\uff09\u53ea\u80fd\u6539\u93e1\u982d\u3001\u4e0d\u80fd\u52d5\u6642\u9593\uff1b4D \u591a\u8996\u89d2\u6a21\u578b\uff08\u5982 Cat4D\u3001Diffusion4D\uff09\u96d6\u652f\u63f4\u6642\u7a7a\u689d\u4ef6\uff0c\u4f46\u901a\u5e38\u53ea\u7d66\u96e2\u6563\u7247\u6bb5\uff0c\u6c92\u8fa6\u6cd5\u9023\u7e8c\u3001\u7d30\u7dfb\u5730\u73a9\u6642\u9593\u7dda\u3002 <a href=\"https:\/\/zheninghuang.github.io\/Space-Time-Pilot\/\" target=\"_blank\" rel=\"noreferrer noopener\">SpaceTimePilot<\/a> \u6700\u5927\u7684\u8ce3\u9ede\uff0c\u5c31\u662f\u8b93\u300c\u93e1\u982d\u600e\u9ebc\u8d70\u300d\u548c\u300c\u756b\u9762\u64ad\u5230\u7b2c\u5e7e\u79d2\u300d\u8b8a\u6210\u5169\u689d\u7368\u7acb\u7684\u63a7\u5236\u8ecc\uff0c\u5275\u4f5c\u8005\u53ef\u4ee5\u50cf\u5728 3D \u6642\u7a7a\u4e2d\u958b\u98db\u6a5f\u4e00\u6a23\uff0c\u81ea\u7531\u898f\u5283\u8def\u7dda\u3002<a href=\"https:\/\/www.arxiv.org\/abs\/2512.25075\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a>\u200b<\/p>\n\n\n\n<p>\u70ba\u4e86\u505a\u5230\u9019\u4ef6\u4e8b\uff0c\u4f5c\u8005\u5148\u5728 diffusion \u88e1\u52a0\u4e86\u4e00\u500b\u5c08\u9580\u63cf\u8ff0\u300c\u52d5\u756b\u6642\u9593\u300d\u7684 time-embedding \u6a5f\u5236\uff0c\u8b93\u6a21\u578b\u80fd\u7cbe\u78ba\u7406\u89e3\u300c\u73fe\u5728\u9019\u4e00\u5e40\u61c9\u8a72\u662f\u539f\u5f71\u7247\u7b2c\u5e7e\u79d2\u3001\u7b2c\u5e7e\u500b\u52d5\u4f5c\u72c0\u614b\u300d\uff1b\u63a5\u8457\u7528 temporal warping \u8cc7\u6599\u589e\u5f37\uff0c\u628a\u65e2\u6709\u591a\u8996\u89d2\u8cc7\u6599\u96c6\u91cd\u65b0\u6642\u9593\u626d\u66f2\uff0c\u6a21\u64ec\u5feb\u8f49\u3001\u5012\u5e36\u3001\u505c\u683c\u7b49\u4e0d\u540c\u7bc0\u594f\uff0c\u5f37\u8feb\u6a21\u578b\u5b78\u6703\u628a\u300c\u5834\u666f\u52d5\u4f5c\u300d\u548c\u300c\u651d\u5f71\u6a5f\u79fb\u52d5\u300d\u62c6\u958b\u5b78\u3002 \u4ed6\u5011\u9084\u81ea\u5efa\u4e86\u4e00\u500b Cam\u00d7Time \u5408\u6210\u8cc7\u6599\u96c6\uff0c\u5c0d\u540c\u4e00\u500b\u5834\u666f\u505a\u51fa\u300c\u651d\u5f71\u6a5f \u00d7 \u6642\u9593\u300d\u7684\u5168\u683c\u9ede\u6e32\u67d3\uff0c\u7e3d\u5171 10 \u842c\u7d1a\u5834\u666f\u6642\u9593\u7d44\u5408\uff0c\u7d66\u6a21\u578b\u5b8c\u6574\u7684\u6642\u7a7a\u76e3\u7763\uff0c\u8b93 bullet-time \u9019\u7a2e\u8d85\u7d30\u81a9\u7684\u6642\u9593\u63a7\u5236\u53ef\u4ee5\u7a69\u5b9a\u3001\u4e0d\u6296\u52d5\u5730\u8dd1\u51fa\u4f86\u3002 \u5728\u63a8\u7406\u7aef\uff0c<a href=\"https:\/\/zheninghuang.github.io\/Space-Time-Pilot\/\" target=\"_blank\" rel=\"noreferrer noopener\">SpaceTimePilot<\/a> \u900f\u904e\u81ea\u56de\u6b78\uff08autoregressive\uff09\u63a8\u9032\uff0c\u628a\u4e00\u6bb5\u6bb5 81 \u5e40\u7684\u751f\u6210\u7247\u6bb5\u63a5\u8d77\u4f86\uff0c\u4e0d\u4f46\u80fd\u9577\u6642\u9593\u63a2\u7d22\uff0c\u4e5f\u80fd\u5728\u591a\u8f2a\u751f\u6210\u4e2d\u7dad\u6301\u93e1\u982d\u3001\u6642\u9593\u8207\u5167\u5bb9\u7684\u4e00\u81f4\u6027\uff0c\u5c0d\u5f71\u8996\u7279\u6548\u3001\u4e92\u52d5\u9ad4\u9a57\u3001AR\/VR \u5167\u5bb9\u5275\u4f5c\u4f86\u8aaa\uff0c\u662f\u975e\u5e38\u5be6\u7528\u7684\u4e00\u689d\u672a\u4f86\u5de5\u4f5c\u6d41\u8def\u7dda\u3002\uff08\u528d\u6a4b \u8207 Adobe \u806f\u5408\u958b\u767c\uff09<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"480\" style=\"aspect-ratio: 1704 \/ 480;\" width=\"1704\" controls src=\"\/blog\/wp-content\/uploads\/2026\/01\/SpaceTimePilot.mp4\"><\/video><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>SpaceTimePilot \u662f\u4e00\u500b\u628a\u300c\u651d\u5f71\u6a5f\u904b\u93e1\u300d\u548c\u300c\u6642\u9593\u8ef8\u63a7\u5236\u300d\u5fb9\u5e95\u62c6\u958b\u4f86\u73a9\u7684\u8996\u89ba\u751f\u6210\u6a21\u578b\uff0c\u5f9e\u4e00\u652f\u666e\u901a\u7684\u55ae\u773c\u5f71\u7247\u51fa\u767c\uff0c\u5c31\u80fd\u540c\u6642\u6539\u8b8a\u93e1\u982d\u8def\u5f91\u548c\u52d5\u4f5c\u7bc0\u594f\uff0c\u505a\u51fa bullet-time\u3001\u6162\u52d5\u4f5c\u3001\u5012\u5e36\u3001\u751a\u81f3\u7a7a\u9593\u8207\u6642\u9593\u4ea4\u932f\u524d\u9032\u9019\u7a2e\u9ad8\u81ea\u7531\u5ea6\u6548\u679c\u3002 \u904e\u53bb\u7684 Camera-control V2V \u6a21\u578b\uff08\u4f8b\u5982 ReCamMaster\u3001Generative Camera Dolly\uff09\u53ea\u80fd\u6539\u93e1\u982d\u3001\u4e0d\u80fd\u52d5\u6642\u9593\uff1b4D \u591a\u8996\u89d2\u6a21\u578b\uff08\u5982 Cat4D\u3001Diffusion4D\uff09\u96d6\u652f\u63f4\u6642\u7a7a\u689d\u4ef6\uff0c\u4f46\u901a\u5e38\u53ea\u7d66\u96e2\u6563\u7247\u6bb5\uff0c\u6c92\u8fa6\u6cd5\u9023\u7e8c\u3001\u7d30\u7dfb\u5730\u73a9\u6642\u9593\u7dda\u3002 SpaceTimePilot \u6700\u5927\u7684\u8ce3\u9ede\uff0c\u5c31\u662f\u8b93\u300c\u93e1\u982d\u600e\u9ebc\u8d70\u300d\u548c\u300c\u756b\u9762\u64ad\u5230\u7b2c\u5e7e\u79d2\u300d\u8b8a\u6210\u5169\u689d\u7368\u7acb\u7684\u63a7\u5236\u8ecc\uff0c\u5275\u4f5c\u8005\u53ef\u4ee5\u50cf\u5728 3D \u6642\u7a7a\u4e2d\u958b\u98db\u6a5f\u4e00\u6a23\uff0c\u81ea\u7531\u898f\u5283\u8def\u7dda\u3002\u200b \u70ba\u4e86\u505a\u5230\u9019\u4ef6\u4e8b\uff0c\u4f5c\u8005\u5148\u5728 diffusion \u88e1\u52a0\u4e86\u4e00\u500b\u5c08\u9580\u63cf\u8ff0\u300c\u52d5\u756b\u6642\u9593\u300d\u7684 time-embedding \u6a5f\u5236\uff0c\u8b93\u6a21\u578b\u80fd\u7cbe\u78ba\u7406\u89e3\u300c\u73fe\u5728\u9019\u4e00\u5e40\u61c9\u8a72\u662f\u539f\u5f71\u7247\u7b2c\u5e7e\u79d2\u3001\u7b2c\u5e7e\u500b\u52d5\u4f5c\u72c0\u614b\u300d\uff1b\u63a5\u8457\u7528 temporal warping \u8cc7\u6599\u589e\u5f37\uff0c\u628a\u65e2\u6709\u591a\u8996\u89d2\u8cc7\u6599\u96c6\u91cd\u65b0\u6642\u9593\u626d\u66f2\uff0c\u6a21\u64ec\u5feb\u8f49\u3001\u5012\u5e36\u3001\u505c\u683c\u7b49\u4e0d\u540c\u7bc0\u594f\uff0c\u5f37\u8feb\u6a21\u578b\u5b78\u6703\u628a\u300c\u5834\u666f\u52d5\u4f5c\u300d\u548c\u300c\u651d\u5f71\u6a5f\u79fb\u52d5\u300d\u62c6\u958b\u5b78\u3002 \u4ed6\u5011\u9084\u81ea\u5efa\u4e86\u4e00\u500b Cam\u00d7Time \u5408\u6210\u8cc7\u6599\u96c6\uff0c\u5c0d\u540c\u4e00\u500b\u5834\u666f\u505a\u51fa\u300c\u651d\u5f71\u6a5f \u00d7 \u6642\u9593\u300d\u7684\u5168\u683c\u9ede\u6e32\u67d3\uff0c\u7e3d\u5171 10 \u842c\u7d1a\u5834\u666f\u6642\u9593\u7d44\u5408\uff0c\u7d66\u6a21\u578b\u5b8c\u6574\u7684\u6642\u7a7a\u76e3\u7763\uff0c\u8b93 bullet-time \u9019\u7a2e\u8d85\u7d30\u81a9\u7684\u6642\u9593\u63a7\u5236\u53ef\u4ee5\u7a69\u5b9a\u3001\u4e0d\u6296\u52d5\u5730\u8dd1\u51fa\u4f86\u3002 \u5728\u63a8\u7406\u7aef\uff0cSpaceTimePilot \u900f\u904e\u81ea\u56de\u6b78\uff08autoregressive\uff09\u63a8\u9032\uff0c\u628a\u4e00\u6bb5\u6bb5 81 \u5e40\u7684\u751f\u6210\u7247\u6bb5\u63a5\u8d77\u4f86\uff0c\u4e0d\u4f46\u80fd\u9577\u6642\u9593\u63a2\u7d22\uff0c\u4e5f\u80fd\u5728\u591a\u8f2a\u751f\u6210\u4e2d\u7dad\u6301\u93e1\u982d\u3001\u6642\u9593\u8207\u5167\u5bb9\u7684\u4e00\u81f4\u6027\uff0c\u5c0d\u5f71\u8996\u7279\u6548\u3001\u4e92\u52d5\u9ad4\u9a57\u3001AR\/VR \u5167\u5bb9\u5275\u4f5c\u4f86\u8aaa\uff0c\u662f\u975e\u5e38\u5be6\u7528\u7684\u4e00\u689d\u672a\u4f86\u5de5\u4f5c\u6d41\u8def\u7dda\u3002\uff08\u528d\u6a4b \u8207 Adobe \u806f\u5408\u958b\u767c\uff09<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[157,120,149,141],"tags":[],"class_list":["post-7151","post","type-post","status-publish","format-standard","hentry","category-157","category-120","category-149","category-141"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/7151","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\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=7151"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/7151\/revisions"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=7151"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=7151"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=7151"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}