{"id":40777,"date":"2026-01-09T02:06:04","date_gmt":"2026-01-08T18:06:04","guid":{"rendered":"https:\/\/17aitech.com\/?p=40777"},"modified":"2026-01-09T02:06:04","modified_gmt":"2026-01-08T18:06:04","slug":"gair-2025-%e4%b8%96%e7%95%8c%e6%a8%a1%e5%9e%8b%e5%88%86%e8%ae%ba%e5%9d%9b%ef%bc%9a%e4%bb%8e%e9%80%9a%e7%94%a8%e6%84%9f%e7%9f%a5%e5%88%b0%e8%a7%86%e9%a2%91%e3%80%81%e7%89%a9%e7%90%86%e4%b8%96%e7%95%8c","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40777","title":{"rendered":"GAIR 2025 \u4e16\u754c\u6a21\u578b\u5206\u8bba\u575b\uff1a\u4ece\u901a\u7528\u611f\u77e5\u5230\u89c6\u9891\u3001\u7269\u7406\u4e16\u754c\u6a21\u578b\u7684\u767e\u5bb6\u4e89\u9e23"},"content":{"rendered":"<p>13 \u65e5\uff0c\u7b2c\u516b\u5c4a GAIR 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href=\"https:\/\/17aitech.com\/?p=40777\/#%E4%B8%AD%E5%B1%B1%E5%A4%A7%E5%AD%A6%E8%AE%A1%E7%AE%97%E6%9C%BA%E5%AD%A6%E9%99%A2%E9%9D%92%E5%B9%B4%E7%A0%94%E7%A9%B6%E5%91%98%EF%BC%8C%E6%8B%93%E5%85%83%E6%99%BA%E6%85%A7%E9%A6%96%E5%B8%AD%E7%A7%91%E5%AD%A6%E5%AE%B6%E7%8E%8B%E5%B9%BF%E6%B6%A6%E5%8D%9A%E5%A3%AB%EF%BC%9A%E5%88%9B%E6%96%B0%E5%9F%BA%E7%A1%80%E6%A8%A1%E5%9E%8B%EF%BC%8C%E5%BC%BA%E5%8C%96%E7%89%A9%E7%90%86%E4%B8%96%E7%95%8C%E5%BB%BA%E6%A8%A1\" >\u4e2d\u5c71\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u9752\u5e74\u7814\u7a76\u5458\uff0c\u62d3\u5143\u667a\u6167\u9996\u5e2d\u79d1\u5b66\u5bb6\u738b\u5e7f\u6da6\u535a\u58eb\uff1a\u521b\u65b0\u57fa\u7840\u6a21\u578b\uff0c\u5f3a\u5316\u7269\u7406\u4e16\u754c\u5efa\u6a21<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" 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class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5728\u201c\u4e16\u754c\u6a21\u578b\u201d\u5206\u8bba\u575b\u4e0a\uff0c\u9996\u4f4d\u6f14\u8bb2\u8005\u662f\u6d59\u6c5f\u5927\u5b66\u7814\u7a76\u5458\u5f6d\u601d\u8fbe\u3002\u4ed6\u662f\u6d59\u6c5f\u5927\u5b66\u8f6f\u4ef6\u5b66\u9662\u201c\u767e\u4eba\u8ba1\u5212\u201d\u7814\u7a76\u5458\u3001\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u7814\u7a76\u65b9\u5411\u4e3a\u4e09\u7ef4\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u3002\u6b64\u6b21\u4ed6\u5e26\u6765\u7684\u4e3b\u9898\u6f14\u8bb2\u662f\u300a\u9762\u5411\u5177\u8eab\u667a\u80fd\u7684\u901a\u7528\u7a7a\u95f4\u611f\u77e5\u6280\u672f\u300b\uff0c\u4ecb\u7ecd\u4e86\u5176\u56e2\u961f\u8fd1\u671f\u5728\u8d4b\u4e88\u673a\u5668\u4eba\u901a\u7528\u611f\u77e5\u80fd\u529b\u65b9\u9762\u7684\u591a\u9879\u5de5\u4f5c\u3002<\/p>\n<p>\u00a0\u56e2\u961f\u4e3b\u8981\u805a\u7126\u4e8e\u8d4b\u4e88\u673a\u5668\u4eba\u4e09\u9879\u57fa\u7840\u80fd\u529b\uff1a\u4e00\u662f\u76f8\u673a\u5b9a\u4f4d\uff08Camera Pose Estimation\uff09\uff0c\u5373\u8ba9\u673a\u5668\u4eba\u77e5\u9053\u81ea\u5df1\u5728\u7a7a\u95f4\u4e2d\u7684\u4f4d\u7f6e\uff1b\u4e8c\u662f\u6df1\u5ea6\u4f30\u8ba1\uff08Depth Estimation\uff09\uff0c\u4f7f\u673a\u5668\u4eba\u4e86\u89e3\u573a\u666f\u4e2d\u5404\u7269\u4f53\u4e0e\u81ea\u8eab\u7684\u8ddd\u79bb\uff1b\u4e09\u662f\u7269\u4f53\u8fd0\u52a8\u4f30\u8ba1\uff08Object Motion Estimation\uff09\uff0c\u8ba9\u673a\u5668\u4eba\u611f\u77e5\u4e16\u754c\u7684\u8fd0\u52a8\u72b6\u6001\u3002<\/p>\n<p>\u8fd9\u4e9b\u5e95\u5c42\u7a7a\u95f4\u611f\u77e5\u6280\u672f\u6709\u4f55\u4f5c\u7528\uff1f\u9996\u5148\uff0c\u5b83\u4eec\u80fd\u4e3a\u673a\u5668\u4eba\u63d0\u4f9b\u5173\u952e\u7684\u51b3\u7b56\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u65e0\u4eba\u673a\u5728\u7a7a\u95f4\u4e2d\u9700\u8981\u5148\u77e5\u9053\u81ea\u8eab\u4f4d\u7f6e\u3001\u4e0e\u573a\u666f\u76ee\u6807\u7684\u8ddd\u79bb\uff0c\u624d\u80fd\u5b9e\u73b0\u57fa\u7840\u907f\u969c\uff1b\u8fdb\u800c\u8fd8\u9700\u4e86\u89e3\u76ee\u6807\u7269\u4f53\u7684\u8fd0\u52a8\u60c5\u51b5\uff0c\u624d\u80fd\u8fdb\u884c\u8ffd\u8e2a\u3002\u57fa\u4e8e\u4ece\u573a\u666f\u4e2d\u83b7\u53d6\u7684\u4e09\u7ef4\u7a7a\u95f4\u4fe1\u606f\uff0c\u673a\u5668\u4eba\u7684\u884c\u4e3a\u89c4\u5212\u4fbf\u80fd\u5f97\u5230\u6709\u529b\u652f\u6301\u3002<\/p>\n<p>\u5176\u6b21\uff0c\u8fd9\u4e9b\u6280\u672f\u53ef\u7528\u4e8e\u751f\u6210\u8bad\u7ec3\u6570\u636e\u3002\u5f53\u524d\u5177\u8eab\u667a\u80fd\u9886\u57df\u7684\u4e00\u5927\u96be\u9898\u662f\u6570\u636e\u532e\u4e4f\u3002\u4ee5\u5f80\u6709\u4eba\u5c1d\u8bd5\u4eff\u771f\u6216\u9065\u64cd\u83b7\u53d6\u6570\u636e\uff0c\u4f46\u9065\u64cd\u6570\u636e\u867d\u597d\u5374\u96be\u4ee5\u89c4\u6a21\u5316\u6269\u5c55\uff0c\u800c\u4eff\u771f\u6280\u672f\u76ee\u524d\u4ecd\u4e0e\u771f\u5b9e\u4e16\u754c\u5b58\u5728\u8f83\u5927\u5dee\u8ddd\u3002\u00a0<\/p>\n<p>\u00a0\u5f6d\u601d\u8fbe\u63d0\u51fa\uff0c\u5176\u5b9e\u53ef\u5c06\u4eba\u7c7b\u89c6\u4f5c\u4e00\u79cd\u7279\u6b8a\u5f62\u6001\u7684\u673a\u5668\u4eba\u2014\u2014\u5177\u5907\u5b8c\u6574\u7684\u8eab\u4f53\u7ed3\u6784\u4e0e\u884c\u4e3a\u6a21\u5f0f\u3002\u82e5\u80fd\u53d1\u660e\u4e00\u79cd\u6570\u636e\u91c7\u96c6\u8bbe\u5907\uff0c\u5c06\u4eba\u7c7b\u65e5\u5e38\u884c\u4e3a\u5b8c\u6574\u8bb0\u5f55\u4e0b\u6765\uff0c\u5c31\u76f8\u5f53\u4e8e\u83b7\u53d6\u4e86\u673a\u5668\u4eba\u6240\u9700\u7684\u884c\u4e3a\u6570\u636e\uff0c\u4ece\u800c\u53ef\u7528\u4e8e\u8bad\u7ec3\u4eba\u5f62\u673a\u5668\u4eba\u3002\u8fd9\u5176\u4e2d\u4fbf\u6d89\u53ca\u76f8\u673a\u5b9a\u4f4d\u3001\u6df1\u5ea6\u4f30\u8ba1\u4e0e\u7269\u4f53\u8fd0\u52a8\u4f30\u8ba1\u7b49\u6280\u672f\u3002<\/p>\n<p>\u76f8\u673a\u5b9a\u4f4d\u65b9\u9762\uff0c\u6700\u4f20\u7edf\u7ecf\u5178\u7684\u65b9\u6cd5\u662fColmap\u3002\u8be5\u65b9\u6cd5\u4ece\u56fe\u50cf\u4e2d\u63d0\u53d6\u7279\u5f81\u5e76\u8fdb\u884c\u4e24\u4e24\u5339\u914d\uff0c\u518d\u901a\u8fc7\u589e\u91cf\u5f0f\u8fd0\u52a8\u6062\u590d\u7ed3\u6784\uff08SfM\uff09\u5f97\u5230\u76f8\u673a\u4f4d\u7f6e\u3002\u6700\u7ec8\u6bcf\u5f20\u56fe\u50cf\u5bf9\u5e94\u4e00\u4e2a\u76f8\u673a\u4f4d\u7f6e\uff0c\u5e76\u5171\u540c\u751f\u6210\u4e09\u7ef4\u70b9\u4e91\uff0c\u5f62\u6210\u7ecf\u5178\u7684\u4e09\u7ef4\u91cd\u5efa\u6d41\u7a0b\u3002<\/p>\n<p>\u00a0\u7136\u800c\uff0c\u8be5\u6d41\u7a0b\u76ee\u524d\u9762\u4e34\u7684\u6311\u6218\u5728\u4e8e\u56fe\u50cf\u5339\u914d\u3002\u56e2\u961f\u53d1\u73b0\uff0c\u4f20\u7edf\u5339\u914d\u65b9\u6cd5\u5728\u6076\u52a3\u73af\u5883\u6216\u89c6\u89d2\u5dee\u5f02\u8f83\u5927\u7684\u60c5\u51b5\u4e0b\u6548\u679c\u4e0d\u4f73\uff0c\u4f1a\u5f71\u54cd\u540e\u7eed\u76f8\u673a\u4f4d\u59ff\u4f30\u8ba1\u7684\u51c6\u786e\u6027\u3002\u00a0<\/p>\n<p>\u00a0\u9488\u5bf9\u8fd9\u4e00\u95ee\u9898\uff0c\u5f6d\u601d\u8fbe\u6240\u5728\u5b9e\u9a8c\u5ba4\u4e8e2021\u5e74\u63d0\u51fa\u4e00\u79cd\u65b0\u65b9\u6cd5\uff1a\u4e0d\u518d\u4f9d\u8d56\u4f20\u7edf\u5339\u914d\u65b9\u5f0f\uff0c\u800c\u662f\u76f4\u63a5\u4f7f\u7528Transformer\u5927\u6a21\u578b\u8fdb\u884c\u56fe\u50cf\u5339\u914d\u3002\u5177\u4f53\u800c\u8a00\uff0c\u5c06\u4e24\u5f20\u56fe\u50cf\u8f93\u5165LoFTR\u6a21\u578b\u4ee5\u63d0\u53d6\u7a20\u5bc6\u7279\u5f81\uff0c\u8fd9\u4e9b\u7279\u5f81\u4e4b\u95f4\u5373\u4f7f\u5728\u5f31\u7eb9\u7406\u533a\u57df\u4e5f\u80fd\u5b9e\u73b0\u826f\u597d\u7684\u5339\u914d\u3002<\/p>\n<p>\u6df1\u5ea6\u4f30\u8ba1\u662f\u901a\u7528\u7a7a\u95f4\u611f\u77e5\u7684\u5173\u952e\u7ec4\u6210\u90e8\u5206\u3002\u53bb\u5e74\uff0c\u5f6d\u601d\u8fbe\u56e2\u961f\u5728\u63d0\u5347\u6df1\u5ea6\u4f30\u8ba1\u80fd\u529b\u65b9\u9762\u53d6\u5f97\u4e86\u4e09\u9879\u8fdb\u5c55\uff0c\u5176\u4e2d\u4e4b\u4e00\u662f\u201cPixel-Perfect-Depth\u201d\u601d\u8def\u3002\u00a0<\/p>\n<p>\u00a0\u5177\u8eab\u667a\u80fd\u9700\u8981\u6df1\u5ea6\u4f30\u8ba1\uff0c\u662f\u56e0\u4e3a\u51c6\u786e\u7684\u6df1\u5ea6\u4fe1\u606f\u80fd\u63d0\u5347\u673a\u5668\u4eba\u7684\u51b3\u7b56\u6027\u80fd\u3002\u4f46\u73b0\u6709\u65b9\u6cd5\u666e\u904d\u5728\u7269\u4f53\u8fb9\u7f18\u5b58\u5728\u201c\u98de\u70b9\u201d\u95ee\u9898\uff1a\u5224\u522b\u5f0f\u6a21\u578b\uff08\u5982Depth Anything\uff09\u503e\u5411\u4e8e\u9884\u6d4b\u201c\u6298\u4e2d\u503c\u201d\u4ee5\u6700\u5c0f\u5316\u635f\u5931\uff0c\u4ece\u800c\u5bfc\u81f4\u98de\u70b9\uff1b\u751f\u6210\u5f0f\u6a21\u578b\uff08\u5982Marigold\uff09\u867d\u80fd\u4ece\u7406\u8bba\u4e0a\u5efa\u6a21\u591a\u5cf0\u6df1\u5ea6\u5206\u5e03\uff0c\u4f46\u56e0\u4f7f\u7528VAE\u8fdb\u884c\u538b\u7f29\uff0c\u540c\u6837\u4f1a\u4ea7\u751f\u98de\u70b9\u3002<\/p>\n<p>\u56e2\u961f\u4ece\u751f\u6210\u5f0f\u6a21\u578b\u51fa\u53d1\uff0c\u63d0\u51fa\u4e86 Pixel-Perfect-Depth \u7684\u89e3\u51b3\u601d\u8def\uff1a\u9996\u5148\u79fb\u9664VAE\uff0c\u76f4\u63a5\u5728\u50cf\u7d20\u7a7a\u95f4\u8fdb\u884c\u4f18\u5316\uff0c\u4ee5\u907f\u514dVAE\u5e26\u6765\u7684\u4fe1\u606f\u635f\u5931\u3002\u7136\u800c\uff0c\u6ca1\u6709VAE\u540e\u6a21\u578b\u9700\u8981\u66f4\u5168\u5c40\u7684\u89c6\u91ce\uff0c\u56e0\u6b64\u4ed6\u4eec\u5c06\u8bed\u8a00\u7279\u5f81\u6574\u5408\u5230DiT\u6a21\u578b\u4e2d\uff0c\u53d1\u73b0\u8fd9\u80fd\u663e\u8457\u589e\u5f3a\u6a21\u578b\u5bf9\u56fe\u50cf\u7684\u6574\u4f53\u7406\u89e3\u80fd\u529b\u3002\u00a0<\/p>\n<p>\u00a0\u5c06\u4eba\u7c7b\u884c\u4e3a\u6570\u636e\u8f6c\u5316\u4e3a\u6709\u6548\u8bad\u7ec3\u6570\u636e\uff0c\u662f\u5f53\u524d\u5177\u8eab\u667a\u80fd\u53d1\u5c55\u7684\u5173\u952e\u3002\u8fd9\u9700\u8981\u83b7\u53d6\u6df1\u5ea6\u4fe1\u606f\u3001\u76f8\u673a\u8fd0\u52a8\u4ee5\u53ca\u4eba\u7c7b\u884c\u4e3a\u8bed\u4e49\u8f68\u8ff9\uff0c\u800c\u8bed\u4e49\u8f68\u8ff9\u7684\u83b7\u53d6\u53c8\u4f9d\u8d56\u4e8e\u4e09\u7ef4\u8ddf\u8e2a\u3002\u00a0<\/p>\n<p>\u00a0\u6b64\u524d\u5df2\u6709\u65b9\u6cd5\u4f7f\u7528\u65f6\u5e8f\u5339\u914d\u8fdb\u884c\u8ddf\u8e2a\uff0c\u4f8b\u5982Google\u7684CoTracker\uff1a\u5148\u521d\u59cb\u5316\u4e00\u7ec4\u4e8c\u7ef4\u50cf\u7d20\u70b9\uff0c\u518d\u5229\u7528Transformer\u8fed\u4ee3\u4f18\u5316\u8fd9\u4e9b\u70b9\u7684\u8f68\u8ff9\u3002\u4f46\u8be5\u65b9\u6cd5\u4ec5\u5728\u4e8c\u7ef4\u5c42\u9762\u8fdb\u884c\u8ddf\u8e2a\uff0c\u5bb9\u6613\u56e0\u76f8\u90bb\u533a\u57df\u7684\u5e72\u6270\u800c\u4e22\u5931\u76ee\u6807\uff0c\u6548\u679c\u53d7\u9650\u3002<\/p>\n<p>\u5f6d\u601d\u8fbe\u56e2\u961f\u7684\u601d\u8def\u662f\u5c06\u4e8c\u7ef4\u56fe\u50cf\u53cd\u6295\u5f71\u81f3\u4e09\u7ef4\u7a7a\u95f4\uff0c\u505a 3D \u00a0tracking\u3002\u5177\u4f53\u505a\u6cd5\u662f\uff1a\u8f93\u5165\u56fe\u50cf\u5e76\u53cd\u6295\u5f71\u81f3\u4e09\u7ef4\uff0c\u83b7\u5f97\u4e09\u7ef4\u7279\u5f81\u540e\uff0c\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u521d\u59cb\u5316\u4e00\u6761\u4e09\u7ef4\u8f68\u8ff9\uff0c\u518d\u5229\u7528Transformer\u5bf9\u8be5\u8f68\u8ff9\u8fdb\u884c\u4f18\u5316\uff0c\u4ece\u800c\u5b9e\u73b0\u66f4\u9c81\u68d2\u7684\u8ddf\u8e2a\u6548\u679c\u3002\u8be5\u65b9\u6cd5\u88ab\u547d\u540d\u4e3aSpatialTracker\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E8%85%BE%E8%AE%AFARC_Lab%E9%AB%98%E7%BA%A7%E7%A0%94%E7%A9%B6%E5%91%98%E8%83%A1%E6%96%87%E5%8D%9A%EF%BC%9ATowards_3D-aware_Video_World_Models\"><\/span>\u817e\u8bafARC Lab\u9ad8\u7ea7\u7814\u7a76\u5458\u80e1\u6587\u535a\uff1aTowards 3D-aware Video World Models\u00a0<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u63a5\u4e0b\u6765\uff0c\u817e\u8baf ARC Lab \u9ad8\u7ea7\u7814\u7a76\u5458\u80e1\u6587\u535a\u5e26\u6765\u4e86\u300a\u8fc8\u5411\u4e09\u7ef4\u611f\u77e5\u7684\u89c6\u9891\u4e16\u754c\u6a21\u578b\u300b\uff08Towards 3D-aware Video World Models \uff09\u7684\u6f14\u8bb2\u4e3b\u9898\u3002<\/p>\n<p>\u80e1\u6587\u535a\u8868\u793a\uff0c2024\u5e74\u521d Sora \u9707\u64bc\u9762\u4e16\uff0c\u867d\u7136 3D \u4e00\u81f4\u6027\u4e0d\u9519\uff0c\u4f46\u5bf9\u4e8e\u505a\u4e09\u7ef4\u91cd\u5efa\u7684\u5de5\u4f5c\u8005\u6765\u8bf4\uff0c\u89c6\u9891\u7ec6\u8282\u91cc\u7684\u5782\u76f4\u6027\u548c\u5e73\u6574\u6027\u8fd8\u6709\u7a7a\u95f4\u3002<\/p>\n<p>\u540c\u65f6\u4ed6\u610f\u8bc6\u5230\uff0cVideo diffusion \u6709\u6f5c\u529b\u4f5c\u4e3a\u4e16\u754c\u6a21\u578b\u7684\u4e00\u79cd\u8868\u793a\uff0c\u4f46\u89c6\u9891\u4ecd\u5904\u4e8e 2D \u7a7a\u95f4\uff0c\u800c\u6211\u4eec\u7684\u4e16\u754c\u662f 3D \u7684\uff0c\u56e0\u6b64\u5982\u4f55\u5b9e\u73b0 3D \u611f\u77e5\u7684\u89c6\u9891\u4e16\u754c\u6a21\u578b\uff0c\u975e\u5e38\u503c\u5f97\u63a2\u7d22\u3002<\/p>\n<p>\u57fa\u4e8e\u8fd9\u6837\u7684\u89c2\u6d4b\uff0c\u80e1\u6587\u535a\u60f3\u8981\u5b9e\u73b0\u4ee5 3D-aware \u51fa\u53d1\u7684 video world models\u3002<\/p>\n<p>\u80e1\u6587\u535a\u548c\u56e2\u961f\u51b3\u5b9a\u5728\u91cd\u5efa\u548c\u751f\u6210\u4e24\u65b9\u9762\u53d1\u529b\uff0c\u91cd\u5efa\u65b9\u9762\uff0c\u4ed6\u5c55\u793a\u4e86\u5305\u62ec 2024 \u5e74\u5f00\u59cb\u9646\u7eed\u505a\u7684 video depth (DepthCrafter)\uff0c\u4ece\u89c6\u9891\u4e2d\u4f30\u8ba1\u70b9\u4e91\u4ee5\u5f00\u5c55 4D \u91cd\u5efa\u4efb\u52a1(GeometryCrafter)\uff0c\u4ee5\u53ca\u4ece\u5355\u76ee\u89c6\u9891\u4e2d\u91cd\u5efa motion \u7684\u201cHoli4D\u201d\u7b49\u5de5\u4f5c\u3002<\/p>\n<p>\u73b0\u573a\uff0c\u80e1\u6587\u535a\u5e76\u672a\u8fc7\u591a\u5c55\u5f00\u4ece\u5f00\u653e\u4e16\u754c 2D \u89c2\u6d4b\u91cd\u5efa 3D \u4fe1\u606f\u5185\u5bb9\uff0c\u800c\u662f\u628a\u5206\u4eab\u91cd\u70b9\u653e\u5728\u4e86\u4ee5\u4e0b\u90e8\u5206\u3002<\/p>\n<p>\u80e1\u6587\u535a\u5148\u5206\u4eab\u4e86\u9759\u6001\u573a\u666f\u63a2\u7d22\u4efb\u52a1 ViewCrafter\uff0c\u501f\u52a9\u91cd\u5efa\u80fd\u529b\u751f\u6210 3D \u70b9\u4e91\uff0c\u4ee5\u5176\u4e3a\u6761\u4ef6\u63a7\u5236 video diffusion\u3002\u80e1\u6587\u535a\u8868\u793a\uff0c\u8fd9\u90e8\u5206\u7684\u63a2\u7d22\u751f\u6210\u7684\u56fe\u50cf\u53ef\u66f4\u65b0\u70b9\u4e91\u5b9e\u73b0\u66f4\u8fdc\u63a2\u7d22\uff0c\u662f\u65e9\u671f\u4e16\u754c\u6a21\u578b\u7684 memory \u673a\u5236\u3002<\/p>\n<p>\u8fd9\u4e9b\u628a 3D \u4fe1\u606f\u7528\u4e8e\u89c6\u9891\u6269\u6563\uff0c\u5355\u56fe\u63a2\u7d22\u53ca\u70b9\u4e91\u66f4\u65b0\u5e94\u7528\uff0c\u8ba9\u73b0\u573a\u89c2\u4f17\u4eec\u975e\u5e38\u611f\u5174\u8da3\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\uff0c\u80e1\u6587\u535a\u8fd8\u5c55\u793a\u4e86\u53e6\u4e00\u90e8\u5206\u91cd\u8981\u7684 work\uff1aTrajectoryCrafter\u3002<\/p>\n<p>\u8fd9\u662f\u80e1\u6587\u535a\u5728 ICCV 25 \u7684 Oral \u5de5\u4f5c\uff0c\u5176\u6838\u5fc3\u662f\u8ba9\u7528\u6237\u901a\u8fc7\u5355\u76ee\u89c6\u9891\u5b9e\u73b0\u5bf9\u80cc\u540e 4D \u4e16\u754c\u7684\u63a2\u7d22\uff0c\u5ef6\u7eed 3D-aware \u601d\u8def\uff0c\u5c06\u91cd\u5efa\u7684 3D \u4fe1\u606f\u548c\u539f\u59cb\u89c6\u9891\u6ce8\u5165\u6269\u6563\u8fc7\u7a0b\uff0c\u73b0\u573a\u5c55\u793a\u4e86\u6307\u5b9a\u76f8\u673a pose \u7684\u52a8\u6001\u89c6\u9891\u3001\u5b50\u5f39\u65f6\u95f4\u7279\u6548\u548c\u590d\u73b0 Dolly Zoom \u7279\u6548\uff0c\u8fd8\u539f\u5ea6\u975e\u5e38\u9ad8\u3002<\/p>\n<p>\u4e0d\u4ec5\u5982\u6b64\uff0c\u80e1\u8fd8\u5c55\u793a\u4e86 VerseCrafter \u6a21\u578b\u5b9e\u73b0\u573a\u666f\u4ea4\u4e92\uff0c\u5728\u5355\u56fe\u8f93\u5165\u91cd\u5efa\u51e0\u4f55\u57fa\u7840\u4e0a\uff0c\u6807\u6ce8\u53ef\u79fb\u52a8\u7269\u4f53\u6570\u636e\u6807\u6ce8\u6d41\u7a0b\uff0c\u53ef\u4ee5\u5b9e\u73b0\u56fa\u5b9a\u76f8\u673a\u3001\u53ea\u52a8\u7269\u4f53\u3001\u76f8\u673a\u7269\u4f53\u540c\u52a8\u7b49\u4ea4\u4e92\u7ed3\u679c\uff0c\u73b0\u5728\u5c55\u793a\u4e86\u751f\u6210\u7684\u975e\u5e38\u903c\u771f\u7684\u89c2\u6d4b\u7ed3\u679c\u3002<\/p>\n<p>\u6700\u540e\uff0c\u8fd8\u5c55\u793a\u4e86\u591a\u4e2a\u73a9\u5bb6\u6216 agent \u8fdb\u884c\u8054\u673a\u63a2\u7d22\u573a\u666f\u7684 demo\u3002<\/p>\n<p>\u80e1\u6587\u535a\u7684\u5206\u4eab\uff0c\u5c55\u793a\u4e86\u5bf9\u4e16\u754c\u6a21\u578b\u4ea4\u4e92\u65b9\u5f0f\u7684\u65b0\u601d\u8003\uff0c\u66f4\u662f\u8ba9\u5927\u5bb6\u7684\u4e16\u754c\u6a21\u578b\u5e94\u7528\u573a\u666f\u6709\u4e86\u66f4\u5145\u8db3\u7684\u60f3\u8c61\u7a7a\u95f4\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E8%A5%BF%E6%B9%96%E5%A4%A7%E5%AD%A6%E5%8A%A9%E7%90%86%E6%95%99%E6%8E%88%E4%BF%AE%E5%AE%87%E4%BA%AE%EF%BC%9A%E6%95%B0%E5%AD%97%E4%BA%BA%E9%87%8D%E5%BB%BA%EF%BC%8C%E6%85%A2%E6%85%A2%E9%83%BD%E4%BC%9A%E5%8F%98%E6%88%90%E5%9F%BA%E7%A1%80%E6%A8%A1%E5%9E%8B%E7%9A%84%E5%BE%AE%E8%B0%83%E4%BB%BB%E5%8A%A1\"><\/span>\u897f\u6e56\u5927\u5b66\u52a9\u7406\u6559\u6388\u4fee\u5b87\u4eae\uff1a\u6570\u5b57\u4eba\u91cd\u5efa\uff0c\u6162\u6162\u90fd\u4f1a\u53d8\u6210\u57fa\u7840\u6a21\u578b\u7684\u5fae\u8c03\u4efb\u52a1<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u56f4\u7ed5\u6570\u5b57\u4eba\u5efa\u6a21\uff0c\u897f\u6e56\u5927\u5b66\u52a9\u7406\u6559\u6388\uff0c\u8fdc\u516e\u5b9e\u9a8c\u5ba4\u8d1f\u8d23\u4eba\u4fee\u5b87\u4eae\u505a\u4e86\u4e3b\u9898\u6f14\u8bb2\u300a\u8d70\u51fa\u8721\u50cf\u9986\uff0c\u4ea4\u4e92\u65b0\u4e16\u754c\uff1a\u5f00\u62d3\u4e09\u7ef4\u6570\u5b57\u4eba\u7814\u7a76\u65b0\u7586\u57df\u300b\uff0c\u5206\u4eab\u4e86\u5176\u5173\u4e8e\u9ad8\u7cbe\u5ea6\u6570\u5b57\u4eba\u91cd\u5efa\u7684\u4e09\u9879\u6700\u65b0\u8fdb\u5c55\u3002<\/p>\n<p>\u7531\u4e8e\u517c\u5177\u76f8\u673a\u4f4d\u59ff\u53d8\u5316\u548c\u4eba\u7269\u52a8\u4f5c\u53d8\u5316\u7684\u7279\u70b9\uff0c\u4ee5\u65e5\u5e38\u56fe\u50cf\u4f5c\u4e3a\u4e09\u7ef4\u91cd\u5efa\u4efb\u52a1\u7d20\u6750\u65f6\uff0c\u957f\u671f\u4ee5\u6765\u9762\u4e34\u7740\u810f\u6570\u636e\u7684\u56f0\u6270\u3002\u4f20\u7edf\u89e3\u51b3\u65b9\u6848\u4e3a\u5bf9\u56fe\u50cf\u8fdb\u884c\u6587\u672c\u7f16\u7801\u3001\u6587\u5b57\u751f\u6210 3D \u6a21\u578b\u4e24\u6b65\u8d70\u3002\u4ee3\u4ef7\u662f\u6548\u7387\uff0cDreamBooth \u548c SDS\uff08Score Distillation Sampling\uff09\u6f2b\u957f\u7684\u4f18\u5316\u6d41\u7a0b\uff0c\u5bfc\u81f4\u5355\u4e2a\u6570\u5b57\u4eba\u5efa\u6a21\u4efb\u52a1\u9700\u8981 3 \u81f3 4 \u4e2a\u5c0f\u65f6\u3002<\/p>\n<p>\u8fdc\u516e\u5b9e\u9a8c\u5ba4\u7684\u6700\u65b0\u6210\u679c UP2You\uff0c\u5c06\u4e0a\u8ff0\u65f6\u95f4\u4ece 4 \u5c0f\u65f6\u538b\u7f29\u5230\u4e86 1.5 \u5206\u949f\u3002\u5176\u6838\u5fc3\u601d\u60f3\u662f\u5c06\u810f\u6570\u636e\u76f4\u63a5\u8f6c\u5316\u6210\u5bf9\u540e\u7eed\u91cd\u5efa\u53cb\u597d\u7684\u591a\u89c6\u89d2\u6b63\u4ea4\u56fe\u7247\uff0c\u5728\u6b64\u57fa\u7840\u4e0a\u5957\u7528\u5df2\u6709\u7684\u591a\u89c6\u89d2\u91cd\u5efa\u7b97\u6cd5\uff0c\u5b9e\u73b0\u63d0\u6548\u3002<\/p>\n<p>\u76f8\u8f83\u4e8e\u4f20\u7edf\u65b9\u6848\uff0cUP2You \u6700\u5927\u7684\u4f18\u52bf\u662f\uff0c\u5176\u91cd\u5efa\u8d28\u91cf\u53ef\u4ee5\u968f\u8f93\u5165\u56fe\u7247\u6570\u91cf\u7684\u589e\u52a0\u800c\u7a33\u5b9a\u53d8\u597d\uff0c\u7406\u8bba\u4e0a\u53ef\u4ee5\u6062\u590d\u51fa\u66f4\u597d\u7684\u51e0\u4f55\u7ed3\u6784\u548c\u7eb9\u7406\u3002\u7531\u6b64\u65e5\u5e38\u56fe\u50cf\u4f5c\u4e3a\u810f\u6570\u636e\u7684\u5f0a\u7aef\u5f97\u4ee5\u88ab\u89c4\u907f\uff0c\u6570\u636e\u91cf\u7684\u4f18\u52bf\u540c\u65f6\u88ab\u653e\u5927\u3002\u201c\u591a\u591a\u76ca\u5584\u201d\uff0c\u4fee\u5b87\u4eae\u6559\u6388\u603b\u7ed3\uff0c\u201c\u65e0\u8bba\u56fe\u7247\u6709\u591a\u810f\uff0c\u8fd9\u4e2a\u65b9\u6848\u53ea\u8981\u4fdd\u8bc1\u56fe\u7247\u6e90\u6e90\u4e0d\u65ad\u3002\u201d<\/p>\n<p>\u4fee\u5b87\u4eae\u6559\u6388\u5206\u4eab\u7684\u7b2c\u4e8c\u9879\u5de5\u4f5c\u540d\u4e3a ETCH\uff0c\u65e8\u5728\u6839\u636e\u9ad8\u7cbe\u5ea6\u7a7f\u8863\u4eba\u4f53\u6a21\u578b\uff0c\u5f97\u5230\u89e3\u5256\u5b66\u4e0a\u6b63\u786e\u7684\u5185\u90e8\u4eba\u4f53\u7ed3\u6784\u3002\u7531\u4e8e\u6b64\u524d\u7684\u5c1d\u8bd5\u5c06\u6700\u5916\u5c42\u670d\u88c5\u89c6\u4e3a\u4eba\u4f53\u76ae\u80a4\uff0c\u5bfc\u81f4\u5efa\u6a21\u7ed3\u679c\u666e\u904d\u504f\u80d6\u3002\u800c ETCH \u901a\u8fc7\u5411\u91cf\uff0c\u5b9a\u4e49\u4e86\u8863\u670d\u548c\u76ae\u80a4\u4e4b\u95f4\u7684\u539a\u5ea6\u5173\u7cfb\uff0c\u4ece\u800c\u5efa\u6a21\u4e86\u66f4\u51c6\u786e\u7684\u5185\u90e8\u4eba\u4f53\u7ed3\u6784\u3002<\/p>\n<p>\u5728\u4eca\u5e74\u7684 ICCV \u4e0a\uff0cETCH \u83b7\u8bc4 Highlight Paper\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cETCH \u65b9\u6848\u9996\u5148\u5c06\u7a7f\u8863\u4eba\u4f53\u6a21\u578b\u91c7\u6837\u4e3a\u70b9\u4e91\uff0c\u6bcf\u4e2a\u70b9\u6307\u5411\u5185\u90e8\u4eba\u4f53\u7684\u4e00\u4e2a\u5411\u91cf\u3002\u5c3d\u7ba1\u8863\u670d\u5b58\u5728\u975e\u521a\u4f53\u5f62\u53d8\uff0c\u4f46\u4fee\u5b87\u4eae\u8868\u793a\uff0c\u5728\u6b64\u7c7b\u4efb\u52a1\u4e2d\uff0c\u4e0d\u5b8c\u7f8e\u7684\u65cb\u8f6c\u7b49\u53d8\u6027\u4ecd\u53ef\u4ee5\u5927\u91cf\u51cf\u5c11\u8bad\u7ec3\u6240\u9700\u6570\u636e\u3002\u8fd9\u4e5f\u662fETCH\u5de5\u4f5c\u7684\u521b\u65b0\u70b9\u4e4b\u4e00\uff0c\u5b83\u6216\u4e3a\u9996\u4e2a\u901a\u8fc7\u5411\u91cf\u5b9a\u4e49\u8863\u670d\u548c\u4eba\u4f53\u4e4b\u95f4\u5173\u7cfb\u7684\u5c1d\u8bd5\u3002<\/p>\n<p>\u6700\u540e\u4e00\u9879\u5de5\u4f5c\u540d\u4e3a Human3R\uff0c\u65e8\u5728\u5b9e\u73b0\u4eba\u7269\u53ca\u573a\u666f\u7684\u5b9e\u65f6\u52a8\u6001\u5448\u73b0\u3002\u201c\u4f60\u5f88\u96be\u53ea\u4ece\u52a8\u4f5c\u5c31\u770b\u61c2\u4eba\u5728\u505a\u4ec0\u4e48\u201d\uff0c\u4fee\u5b87\u4eae\u6559\u6388\u89e3\u91ca\uff0c\u201c\u4f46\u5982\u679c\u628a\u573a\u666f\u4e5f\u7ed9\u5230\u4f60\uff0c\u8bed\u4e49\u5c31\u76f8\u5bf9\u6e05\u6670\u3002\u201d<\/p>\n<p>\u636e\u4ecb\u7ecd\uff0cHuman3R\u5728\u540c\u65f6\u5b9e\u73b0\u573a\u666f\u91cd\u5efa\u548c\u4eba\u4f53\u72b6\u6001\u9884\u6d4b\u3001\u8ffd\u8e2a\u7684\u57fa\u7840\u4e0a\uff0c\u53ef\u4ee5\u505a\u5230\u5b9e\u65f6 15 FPS\uff0c8GB \u663e\u5b58\u5360\u7528\u3002\u8fd9\u610f\u5473\u7740\u4ec5\u9700\u4e00\u5f20\u5546\u7528 GPU\uff0c\u5373\u53ef\u5b9e\u73b0 SOTA \u7ea7\u6027\u80fd\u3002<\/p>\n<p>\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u4e00\u70b9\uff0cHuman3R \u4fdd\u7559\u4e86 CUT3R \u7684 3D \u91cd\u5efa backbone\uff0c\u4ee5\u4fdd\u7559\u5176\u5bf9\u573a\u666f\u7684\u51e0\u4f55\u91cd\u5efa\u80fd\u529b\uff0c\u540c\u65f6\u65b0\u589e\u4e86\u4e00\u6761\u5206\u652f\uff0c\u7528\u4e8e\u4ece\u573a\u666f\u4e2d\u663e\u5f0f\u63d0\u53d6\u4eba\u4f53\u70b9\u4e91\uff0c\u5e76\u8fdb\u4e00\u6b65\u4f30\u8ba1\u8be5\u70b9\u4e91\u6240\u5bf9\u5e94\u7684\u4eba\u4f53\u59ff\u6001\u3002\u540c\u65f6\uff0cHuman3R \u8fd8\u501f\u9274\u4e86 VPT\uff08Visual-Prompt Tuning\uff09\u7b56\u7565\uff0c\u4ee5\u5b9e\u73b0\u9ad8\u6548\u5fae\u8c03\u3002<\/p>\n<p>\u5c55\u671b\u672a\u6765\uff0c\u4fee\u5b87\u4eae\u6559\u6388\u6700\u540e\u5206\u4eab\u4e86\u81ea\u8eab\u5bf9\u4e8e\u6570\u5b57\u4eba\u6280\u672f\u7684\u89c2\u5bdf\u3002\u66f4\u5f3a\u5927\u7684\u901a\u7528 3D \u91cd\u5efa\u6a21\u578b\u6b63\u5728\u8ba9\u8d8a\u6765\u8d8a\u591a\u6570\u5b57\u4eba\u91cd\u5efa\u4efb\u52a1\u8fce\u5203\u800c\u89e3\uff0c\u4eba\u4f53\u59ff\u6001\u91cd\u5efa\uff0c\u53ea\u9700\u8981\u5728\u5177\u6709\u573a\u666f\u611f\u77e5\u80fd\u529b\u7684\u89c6\u89c9\u57fa\u7840\u6a21\u578b\u4e0a\u8fdb\u884c\u5fae\u8c03\u3002\u201c\u6570\u5b57\u4eba\u7684\u91cd\u5efa\u4efb\u52a1\uff0c\u6162\u6162\u90fd\u4f1a\u53d8\u6210\u57fa\u7840\u6a21\u578b\u7684\u5fae\u8c03\u4efb\u52a1\u3002\u201d\u4fee\u5b87\u4eae\u6559\u6388\u6307\u51fa\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%E4%B8%AD%E5%B1%B1%E5%A4%A7%E5%AD%A6%E8%AE%A1%E7%AE%97%E6%9C%BA%E5%AD%A6%E9%99%A2%E9%9D%92%E5%B9%B4%E7%A0%94%E7%A9%B6%E5%91%98%EF%BC%8C%E6%8B%93%E5%85%83%E6%99%BA%E6%85%A7%E9%A6%96%E5%B8%AD%E7%A7%91%E5%AD%A6%E5%AE%B6%E7%8E%8B%E5%B9%BF%E6%B6%A6%E5%8D%9A%E5%A3%AB%EF%BC%9A%E5%88%9B%E6%96%B0%E5%9F%BA%E7%A1%80%E6%A8%A1%E5%9E%8B%EF%BC%8C%E5%BC%BA%E5%8C%96%E7%89%A9%E7%90%86%E4%B8%96%E7%95%8C%E5%BB%BA%E6%A8%A1\"><\/span>\u4e2d\u5c71\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u9752\u5e74\u7814\u7a76\u5458\uff0c\u62d3\u5143\u667a\u6167\u9996\u5e2d\u79d1\u5b66\u5bb6\u738b\u5e7f\u6da6\u535a\u58eb\uff1a\u521b\u65b0\u57fa\u7840\u6a21\u578b\uff0c\u5f3a\u5316\u7269\u7406\u4e16\u754c\u5efa\u6a21<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u968f\u540e\u767b\u573a\u7684\u662f\uff0c\u4e2d\u5c71\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u9752\u5e74\u7814\u7a76\u5458\u3001\u62d3\u5143\u667a\u6167\u9996\u5e2d\u79d1\u5b66\u5bb6\u738b\u5e7f\u6da6\u535a\u58eb\u3002\u4ed6\u5e26\u6765\u4e86\u300a\u521b\u65b0\u57fa\u7840\u6a21\u578b\uff0c\u5f3a\u5316\u7269\u7406\u4e16\u754c\u5efa\u6a21\u300b\u7684\u4e3b\u9898\u6f14\u8bb2\uff0c\u738b\u5e7f\u6da6\u535a\u58eb\u957f\u671f\u4e13\u6ce8\u4e8e\u65b0\u4e00\u4ee3 AI \u67b6\u6784\u3001\u5927\u7269\u7406\u6a21\u578b\u4e0e\u4e16\u754c\u6a21\u578b\u7b49\u65b9\u5411\u3002<\/p>\n<p>\u5728\u6f14\u8bb2\u4e2d\uff0c\u738b\u5e7f\u6da6\u535a\u58eb\u9996\u5148\u89e3\u91ca\u4e86\u7269\u7406\u7a7a\u95f4\u667a\u80fd\u7684\u6982\u5ff5\u300210 \u5e74\u524d\uff0c\u7aef\u5230\u7aef\u662f\u4e00\u4e2a\u975e\u5e38\u706b\u7684\u8bcd\uff0c\u4ed6\u8ba4\u4e3a\uff0c\u5982\u4eca\u7684\u7269\u7406\u7a7a\u95f4\u667a\u80fd\u4e5f\u9762\u4e34\u7740\u201c\u611f\u77e5-\u89c4\u5212-\u6267\u884c\u201d\u7aef\u5230\u7aef\u7684\u5b9e\u73b0\uff0c\u8fd9\u5c31\u9700\u8981\u975e\u5e38\u591a\u7684\u6570\u636e\u53bb\u8bad\u7ec3\uff0c\u4f46\u9ad8\u8d28\u91cf\u6570\u636e\u532e\u4e4f\uff0c\u96be\u4ee5\u5b66\u4e60\u5230\u5bf9\u9f50\u7269\u7406\u4e16\u754c\u7684\u53ef\u9760\u6267\u884c\u7b56\u7565\u3002<\/p>\n<p>\u4e8e\u662f\uff0c\u738b\u5e7f\u6da6\u535a\u58eb\u7684\u56e2\u961f\u5c31\u5728\u63a8\u7406\u8ba1\u7b97\u4e0a\u63d0\u51fa\u4e86\u5168\u5c40\u8fed\u4ee3\u751f\u6210\uff0c\u76f8\u6bd4\u4e8e\u987a\u5e8f\u751f\u6210\uff0c\u5168\u5c40\u8fed\u4ee3\u751f\u6210\u6709\u4e09\u79cd\u4f18\u52bf\uff1a\u5168\u5c40\u6027\u3001\u6e10\u8fdb\u7cbe\u5316\uff1b\u5feb\u901f\u6027\u4ee5\u53ca\u4fbf\u4e8e\u591a\u6a21\u6001\u7edf\u4e00\u3002<\/p>\n<p>\u738b\u5e7f\u6da6\u535a\u58eb\u8fd8\u5206\u4eab\u4e86\u4e09\u79cd\u4f20\u7edf\u65b9\u6cd5\uff0c\u90fd\u5b58\u5728\u7740\u8bf8\u591a\u4e0d\u8db3\u3002\u4ed6\u4eec\u63d0\u51fa\u4e86\u4e00\u79cd\u5168\u65b0\u7684\u6a21\u578b\u2014\u2014\u539f\u4f4d Tweedie \u79bb\u6563\u6269\u6563\u6a21\u578b\uff0c\u8fd9\u4e2a\u6a21\u578b\u53ef\u4ee5\u5728 one-hot \u5355\u7eaf\u5f62\u4e0a\u5b9e\u73b0\u4e25\u683c\u7684\u6269\u6563\u8fc7\u7a0b\uff0c\u76f4\u63a5\u5728\u6269\u6563\u7a7a\u95f4\u4e2d\u53bb\u566a\uff0c\u800c\u4e0d\u662f\u4f9d\u8d56\u5d4c\u5165\u6216\u63a9\u7801\uff0c\u4e5f\u4e0d\u4f9d\u8d56\u9a6c\u5c14\u79d1\u592b\u6027\u3002<\/p>\n<p>\u800c\u4e14\uff0c\u5728\u53bb\u566a\u7684\u8fc7\u7a0b\u53ef\u4ee5\u770b\u51fa\uff0c\u968f\u7740\u8fed\u4ee3\u7684\u53d8\u5316\uff0ctoken \u7684\u8bed\u4e49\u80fd\u591f\u4ece\u4e00\u5f00\u59cbt\u8f83\u9ad8\u65f6\u7684\u6df7\u4e71\u566a\u58f0\u9010\u6b65\u968f\u7740t\u964d\u4f4e\u53bb\u566a\u4e3a\u4e00\u4e2a\u7a33\u5b9a\u7684\u8bed\u4e49\u8868\u5f81\u3002<\/p>\n<p>\u6709\u4e86\u6846\u67b6\u4e4b\u540e\uff0c\u5c31\u53ef\u4ee5\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b\u4e86\u3002\u738b\u5e7f\u6da6\u535a\u58eb\u8868\u793a\uff0cVLA\u6a21\u578b\u5b58\u5728\u51e0\u9879\u74f6\u9888\uff1a\u6cdb\u5316\u80fd\u529b\u4e0d\u8db3\u3001\u52a8\u4f5c\u63a7\u5236\u7c97\u7cd9\u3001\u5efa\u6a21\u8303\u5f0f\u77db\u76fe\u3002\u6240\u4ee5\u4ed6\u4eec\u6784\u5efa\u4e86\u65b0\u7684\u65b9\u6cd5\u2014\u2014E0 \u5177\u8eab\u5927\u6a21\u578b\uff0c\u5728\u5f88\u591a\u6570\u636e\u96c6\u548c\u771f\u673a\u4efb\u52a1\u4e0a\u90fd\u8868\u73b0\u7a81\u51fa\uff0c\u5e76\u663e\u793a\u51fa\u4e86\u5f3a\u5927\u7684\u6cdb\u5316\u6027\u80fd\u3002<\/p>\n<p>\u738b\u5e7f\u6da6\u535a\u58eb\u8fd8\u5206\u4eab\u4e86\u4e00\u4e2a\u6bd4\u55bb\uff1aVLA =\u201c\u4f60\u5728\u76d1\u63a7\u4e2d\u5fc3\uff0c\u901a\u8fc7\u770b\u4e0d\u540c\u623f\u95f4\u7684\u76d1\u63a7\u89c6\u9891\uff0c\u9065\u64cd\u4e0d\u540c\u623f\u95f4\u7684\u673a\u68b0\u81c2\u201d\u3002\u5176\u5b9e\u4eba\u7684\u6cdb\u5316\u80fd\u529b\u5df2\u7ecf\u5f88\u5f3a\u4e86\uff0c\u4f46\u5728\u65b0\u73af\u5883\u4e0b\uff0c\u8fd8\u662f\u9700\u8981\u5728\u7ebf\u7b80\u5355\u5b66\u4e60\u3002\u636e\u6b64\uff0c\u738b\u5e7f\u6da6\u535a\u58eb\u63d0\u51fa\u4e86\u7269\u7406\u5efa\u6a21\u4e0e\u7a7a\u95f4\u5efa\u6a21\u7684\u89e3\u8026\u3002<\/p>\n<p>\u6700\u540e\uff0c\u738b\u5e7f\u6da6\u535a\u58eb\u8868\u793a\u81ea\u5df1\u7684\u5b9e\u9a8c\u5ba4\u505a\u51fa\u4e86\u4e00\u4e2a 24 \u5c0f\u65f6\u8fd0\u884c\u65e0\u4eba\u673a\u5316\u7269\u7406\u667a\u80fd\u8bc4\u6d4b\u5e73\u53f0\uff0c\u63d0\u4f9b\u591a\u79cd\u8fdc\u7a0b\u63a5\u53e3\uff0c\u65e0\u75db\u6d4b\u8bc4 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class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u97e9\u6653\u5149\u6559\u6388\u5728\u6b64\u6b21\u5927\u4f1a\u68b3\u7406\u4e86\u4e09\u7ef4\u751f\u6210\u6280\u672f\u7684\u53d1\u5c55\u8109\u7edc\u4e0e\u672a\u6765\u6311\u6218\uff0c\u5e76\u6df1\u5165\u63a2\u8ba8\u4e86\u5728\u89c6\u9891\u751f\u6210\u4e0e AI \u5927\u6a21\u578b\u65f6\u4ee3\uff0c\u4e09\u7ef4\u6280\u672f\u6240\u626e\u6f14\u7684\u5173\u952e\u89d2\u8272\u53ca\u5176\u4e0d\u53ef\u66ff\u4ee3\u7684\u4ef7\u503c\u3002<\/p>\n<p>\u97e9\u6653\u5149\u6559\u6388\u8868\u793a\uff0c\u4e09\u7ef4\u751f\u6210\u6280\u672f\u5728\u8fc7\u53bb\u5341\u5e74\u7ecf\u5386\u4e86\u98de\u901f\u53d1\u5c55\u3002\u65e9\u671f\u9636\u6bb5\u5c5e\u4e8e\u201c\u7c7b\u522b\u9650\u5b9a\u201d\u65f6\u4ee3\uff0c\u9700\u4e3a\u6905\u5b50\u3001\u8f66\u8f86\u3001\u4eba\u8138\u7b49\u4e0d\u540c\u7269\u4f53\u5206\u522b\u8bad\u7ec3\u72ec\u7acb\u6a21\u578b\u3002\u968f\u7740 Dreamfusion 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style=\"color:#FD5D3C\">(\u516c\u4f17\u53f7\uff1a\u96f7\u5cf0\u7f51)<\/span>\u300d<\/p>\n<p><\/p>\n<p>\u96f7\u5cf0\u7f51\u539f\u521b\u6587\u7ae0\uff0c\u672a\u7ecf\u6388\u6743\u7981\u6b62\u8f6c\u8f7d\u3002\u8be6\u60c5\u89c1<a href=\"https:\/\/r.xiumi.us\/board\/v5\/3qhbI\/392977584\" rel=\"nofollow\" target=\"_blank\">\u8f6c\u8f7d\u987b\u77e5<\/a>\u3002<\/p>\n<p>\n                        <a href=\"https:\/\/vip.yanxishe.com\/?from=leiphonearticle\" target=\"_blank\"><br \/>\n                            <a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/01\/frc-caffd5db911581c593515fca738917f2.jpeg\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2026\/01\/frc-caffd5db911581c593515fca738917f2.jpeg\"><\/a><br \/>\n                        <\/a>\n                    <\/p>\n<p>                                            \u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.leiphone.com\/category\/academic\/UezbH06AaaFqwqcy.html\" target=\"_blank\">GAIR 2025 \u4e16\u754c\u6a21\u578b\u5206\u8bba\u575b\uff1a\u4ece\u901a\u7528\u611f\u77e5\u5230\u89c6\u9891\u3001\u7269\u7406\u4e16\u754c\u6a21\u578b\u7684\u767e\u5bb6\u4e89\u9e23<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>13 \u65e5\uff0c\u7b2c\u516b\u5c4a GAIR \u5168\u7403\u4eba\u5de5\u667a\u80fd [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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