{"id":34396,"date":"2025-11-04T17:34:33","date_gmt":"2025-11-04T09:34:33","guid":{"rendered":"http:\/\/192.168.10.115\/?p=34396"},"modified":"2025-11-04T17:34:33","modified_gmt":"2025-11-04T09:34:33","slug":"2025-11-04neurips-2025-%e6%b8%af%e7%a7%91%e5%a4%a7%ef%bc%88%e5%b9%bf%e5%b7%9e%ef%bc%89%e3%80%81ntu%e3%80%81%e6%b8%af%e7%a7%91%e5%a4%a7%e7%ad%89%e6%8f%90%e5%87%ba3eed%ef%bc%9a%e9%a6%96%e4%b8%aa","status":"publish","type":"post","link":"http:\/\/222.128.65.89:18086\/index.php\/2025\/11\/04\/34396\/","title":{"rendered":"2025-11-04NeurIPS 2025 | \u6e2f\u79d1\u5927\uff08\u5e7f\u5dde\uff09\u3001NTU\u3001\u6e2f\u79d1\u5927\u7b49\u63d0\u51fa3EED\uff1a\u9996\u4e2a\u8de8\u5e73\u53f03D\u5b9a\u4f4d\u57fa\u51c6\uff0c\u8ba9AI\u5728\u4e07\u7269\u4e2d\u201c\u770b\u89c1\u201d\u4e00\u5207"},"content":{"rendered":"\n<p>\u539f\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/zhuanlan.zhihu.com\/p\/1969077910980789203\">https:\/\/zhuanlan.zhihu.com\/p\/1969077910980789203<\/a><\/p>\n\n\n\n<p>\u5927\u5bb6\u597d\uff0c\u6211\u662fCV\u541b\u3002\u4eca\u5929\u60f3\u548c\u5927\u5bb6\u804a\u4e00\u7bc7\u975e\u5e38\u201c\u63a5\u5730\u6c14\u201d\u7684\u8bba\u6587\uff0c\u5b83\u5173\u4e4e\u4e8e\u8ba9AI\u667a\u80fd\u4f53\uff08\u6bd4\u5982\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u3001\u65e0\u4eba\u673a\u548c\u673a\u5668\u72d7\uff09\u771f\u6b63\u7406\u89e3\u6211\u4eec\u751f\u6d3b\u76843D\u4e16\u754c\u3002\u8fd9\u9879\u5de5\u4f5c\u6765\u81ea\u9999\u6e2f\u79d1\u6280\u5927\u5b66\u3001\u65b0\u52a0\u5761\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u3001\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u3001\u590d\u65e6\u5927\u5b66\u4ee5\u53ca\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u7684\u5b66\u8005\u4eec\uff0c\u4ed6\u4eec\u5171\u540c\u63a8\u51fa\u4e86\u4e00\u4e2a\u540d\u4e3a <strong>3EED<\/strong> \u7684\u5168\u65b0\u57fa\u51c6\u6570\u636e\u96c6\u3002<\/p>\n\n\n\n<p>3EED\uff0c\u5168\u79f0\u662f\u201cGround <strong>E<\/strong>verything <strong>E<\/strong>verywhere in <strong>3D<\/strong>\u201d\uff0c\u610f\u4e3a\u201c\u57283D\u4e16\u754c\u4e2d\u5b9a\u4f4d\u4e07\u7269\u201d\u3002\u8fd9\u4e2a\u540d\u5b57\u975e\u5e38\u76f4\u767d\u5730\u63ed\u793a\u4e86\u5b83\u7684\u96c4\u5fc3\uff1a\u6784\u5efa\u4e00\u4e2a\u80fd\u8ba9AI\u5728\u5404\u79cd\u590d\u6742\u6237\u5916\u573a\u666f\u4e0b\uff0c\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u7cbe\u51c6\u627e\u5230\u76ee\u6807\u7269\u4f53\u7684\u201c\u7ec8\u6781\u8003\u573a\u201d\u3002<\/p>\n\n\n\n<p>\u60f3\u8c61\u4e00\u4e0b\uff0c\u4f60\u5bf9\u4e00\u4e2a\u673a\u5668\u4eba\u8bf4\uff1a\u201c\u53bb\u627e\u5230\u90a3\u8f86\u505c\u5728\u4e24\u8f86\u9ed1\u8272\u6c7d\u8f66\u4e2d\u95f4\u7684\u767d\u8272\u8f7f\u8f66\u3002\u201d\u8981\u5b8c\u6210\u8fd9\u4e2a\u4efb\u52a1\uff0c\u673a\u5668\u4eba\u4e0d\u4ec5\u8981\u201c\u770b\u61c2\u201d\u6444\u50cf\u5934\u548c\u6fc0\u5149\u96f7\u8fbe\u4f20\u6765\u7684\u6570\u636e\uff0c\u8fd8\u8981\u7406\u89e3\u201c\u4e2d\u95f4\u201d\u3001\u201c\u767d\u8272\u201d\u8fd9\u7c7b\u63cf\u8ff0\uff0c\u5e76\u6700\u7ec8\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u9501\u5b9a\u76ee\u6807\u3002\u8fd9\u5c31\u662f\u201c3D\u89c6\u89c9\u5b9a\u4f4d\u201d\uff083D Visual Grounding\uff09\u6280\u672f\uff0c\u5b83\u662f\u5b9e\u73b0\u9ad8\u7ea7\u4eba\u673a\u4ea4\u4e92\u548c\u81ea\u4e3b\u5bfc\u822a\u7684\u5173\u952e\u3002<\/p>\n\n\n\n<p>\u7136\u800c\uff0c\u4e4b\u524d\u7684\u7814\u7a76\u5927\u591a\u5c40\u9650\u5728\u5ba4\u5185\u73af\u5883\uff0c\u6216\u8005\u53ea\u4f7f\u7528\u5355\u4e00\u5e73\u53f0\uff08\u6bd4\u5982\u6c7d\u8f66\uff09\u7684\u6570\u636e\uff0c\u89c4\u6a21\u4e5f\u6709\u9650\u3002\u8fd9\u5c31\u50cf\u4e00\u4e2a\u5b66\u751f\u53ea\u5728\u6559\u5ba4\u91cc\u505a\u9898\uff0c\u5374\u8981\u5e94\u5bf9\u91ce\u5916\u751f\u5b58\u6311\u6218\u4e00\u6837\uff0c\u80fd\u529b\u8fdc\u8fdc\u4e0d\u591f\u3002<\/p>\n\n\n\n<p>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c3EED\u5e94\u8fd0\u800c\u751f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic3.zhimg.com\/v2-0eb32cc9982d789410cbeb2e6301d774_1440w.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8bba\u6587\u6807\u9898<\/strong>: 3EED: Ground Everything Everywhere in 3D<br><\/li>\n\n\n\n<li><strong>\u4f5c\u8005<\/strong>: Rong Li, Yuhao Dong, Tianshuai Hu, Ao Liang, Youquan Liu, Dongyue Lu, Liang Pan, Lingdong Kong, Junwei Liang, Ziwei Liu<br><\/li>\n\n\n\n<li><strong>\u673a\u6784<\/strong>: \u9999\u6e2f\u79d1\u6280\u5927\u5b66\uff08\u5e7f\u5dde\uff09\u3001\u65b0\u52a0\u5761\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u3001\u9999\u6e2f\u79d1\u6280\u5927\u5b66\u3001\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u3001\u590d\u65e6\u5927\u5b66\u3001\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4<br><\/li>\n\n\n\n<li><strong>\u5f55\u7528\u4f1a\u8bae<\/strong>: NeurIPS 2025 Datasets and Benchmarks Track<br><\/li>\n\n\n\n<li><strong>\u8bba\u6587\u5730\u5740<\/strong>: <a href=\"https:\/\/link.zhihu.com\/?target=https%3A\/\/arxiv.org\/abs\/2511.01755\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/arxiv.org\/abs\/2511.01755<\/a><br><\/li>\n\n\n\n<li><strong>\u9879\u76ee\u4e3b\u9875<\/strong>: <a href=\"https:\/\/link.zhihu.com\/?target=https%3A\/\/project-3eed.github.io\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/project-3eed.github.io\/<\/a><br><\/li>\n\n\n\n<li><strong>\u4ee3\u7801\u4ed3\u5e93<\/strong>: <a href=\"https:\/\/link.zhihu.com\/?target=https%3A\/\/github.com\/iris0329\/3eed\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/iris0329\/3eed<\/a><br><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h_1969077910980789203_0\">3EED\uff1a\u4e00\u4e2a\u524d\u6240\u672a\u6709\u7684\u8de8\u5e73\u53f03D\u201c\u5927\u767e\u79d1\u5168\u4e66\u201d<\/h2>\n\n\n\n<p>\u76f8\u8f83\u4e8e\u4ee5\u5f80\u7684\u6570\u636e\u96c6\uff0c3EED\u7684\u7a81\u7834\u662f\u5168\u65b9\u4f4d\u7684\u3002\u4f5c\u8005\u4eec\u5c06\u5b83\u7684\u4f18\u52bf\u603b\u7ed3\u5728\u4e86\u4e0b\u9762\u8fd9\u5f20\u8868\u683c\u4e2d\uff0c\u53ef\u4ee5\u770b\u5230\uff0c\u65e0\u8bba\u662f\u5728\u5e73\u53f0\u591a\u6837\u6027\u3001\u573a\u666f\u8986\u76d6\u8303\u56f4\u8fd8\u662f\u6570\u636e\u89c4\u6a21\u4e0a\uff0c3EED\u90fd\u9065\u9065\u9886\u5148\u3002<\/p>\n\n\n\n<p>\u5177\u4f53\u6765\u8bf4\uff0c3EED\u7684\u6838\u5fc3\u4eae\u70b9\u5305\u62ec\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic2.zhimg.com\/v2-4ad016879db13778d98f4452e84bbfe7_1440w.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u4ece\u4e0b\u56fe\u4e2d\u53ef\u4ee5\u76f4\u89c2\u5730\u611f\u53d7\u5230\u4e0d\u540c\u5e73\u53f0\u5e26\u6765\u7684\u6570\u636e\u5dee\u5f02\u3002\u65e0\u8bba\u662f\u4f20\u611f\u5668\u6355\u6349\u5230\u7684\u753b\u9762\uff0c\u8fd8\u662f\u63cf\u8ff0\u7269\u4f53\u7684\u8bed\u8a00\u4e60\u60ef\uff0c\u90fd\u622a\u7136\u4e0d\u540c\u3002\u4f8b\u5982\uff0c\u65e0\u4eba\u673a\u89c6\u89d2\u66f4\u503e\u5411\u4e8e\u63cf\u8ff0\u7269\u4f53\u5728\u753b\u9762\u4e2d\u7684\u8c61\u9650\u4f4d\u7f6e\uff0c\u800c\u673a\u5668\u72d7\u89c6\u89d2\u5219\u66f4\u5173\u6ce8\u8fd1\u8ddd\u79bb\u7684\u4e92\u52a8\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic1.zhimg.com\/v2-0e5f1735dfe313bf428791adbd67be58_1440w.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u6570\u636e\u96c6\u7684\u7edf\u8ba1\u5206\u6790\u4e5f\u8fdb\u4e00\u6b65\u63ed\u793a\u4e86\u5e73\u53f0\u7684\u5dee\u5f02\u6027\u3002\u4f8b\u5982\uff0c\u65e0\u4eba\u673a\u91c7\u96c6\u7684\u573a\u666f\u901a\u5e38\u7269\u4f53\u66f4\u5bc6\u96c6\uff0c\u4f46\u70b9\u4e91\u66f4\u7a00\u758f\uff1b\u800c\u6c7d\u8f66\u91c7\u96c6\u7684\u6570\u636e\u70b9\u4e91\u5bc6\u5ea6\u6700\u9ad8\u3002\u8fd9\u4e9b\u5dee\u5f02\u4e3a\u7814\u7a76\u6a21\u578b\u7684\u9c81\u68d2\u6027\u548c\u6cdb\u5316\u80fd\u529b\u63d0\u4f9b\u4e86\u7edd\u4f73\u7684\u8bd5\u9a8c\u573a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic1.zhimg.com\/v2-a5c700084cbc7b1b559a36a0b23f61ce_1440w.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u6b64\u5916\uff0c3EED\u8fd8\u652f\u6301\u66f4\u590d\u6742\u7684 <strong>\u591a\u76ee\u6807\u5b9a\u4f4d<\/strong> \u4efb\u52a1\uff0c\u5373\u4e00\u53e5\u8bdd\u53ef\u80fd\u63d0\u5230\u591a\u4e2a\u7269\u4f53\uff0c\u6a21\u578b\u9700\u8981\u5c06\u5b83\u4eec\u5168\u90e8\u627e\u51fa\u6765\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/pic4.zhimg.com\/v2-d6b79e8772989fe934952ce68150ca8f_1440w.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h_1969077910980789203_1\"><strong>\u4e3a\u8de8\u5e73\u53f0\u5b66\u4e60\u8bbe\u8ba1\u7684\u57fa\u51c6\u6a21\u578b<\/strong><\/h2>\n\n\n\n<p>\u4ec5\u4ec5\u63d0\u4f9b\u6570\u636e\u96c6\u662f\u4e0d\u591f\u7684\uff0c\u4e3a\u4e86\u65b9\u4fbf\u540e\u7eed\u7814\u7a76\uff0c\u4f5c\u8005\u8fd8\u63d0\u51fa\u4e86\u4e00\u4e2a\u7edf\u4e00\u7684\u8de8\u5e73\u53f0\u57fa\u51c6\u6a21\u578b\u3002\u8fd9\u4e2a\u6a21\u578b\u9488\u5bf93EED\u7684\u7279\u6027\uff0c\u8bbe\u8ba1\u4e86\u51e0\u4e2a\u5173\u952e\u6a21\u5757\u6765\u5e94\u5bf9\u6311\u6218\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8de8\u5e73\u53f0\u5bf9\u9f50\uff08Cross-Platform Alignment, CPA\uff09<\/strong>: \u8fd9\u662f\u4e00\u4e2a\u7b80\u5355\u800c\u6709\u6548\u7684\u9884\u5904\u7406\u6b65\u9aa4\u3002\u901a\u8fc7\u5c06\u6240\u6709\u5e73\u53f0\u7684\u70b9\u4e91\u6570\u636e\u65cb\u8f6c\u5230\u7edf\u4e00\u7684\u91cd\u529b\u65b9\u5411\uff0c\u5e76\u5bf9\u65e0\u4eba\u673a\u6570\u636e\u8fdb\u884c\u9ad8\u5ea6\u5f52\u4e00\u5316\uff0c\u53ef\u4ee5\u51cf\u5c11\u7531\u4e0d\u540c\u89c6\u89d2\u5e26\u6765\u7684\u51e0\u4f55\u504f\u5dee\u3002\u8fd9\u6837\uff0c\u6a21\u578b\u5c31\u65e0\u9700\u82b1\u8d39\u989d\u5916\u7684\u7cbe\u529b\u53bb\u201c\u7ea0\u6b63\u201d\u59ff\u6001\uff0c\u53ef\u4ee5\u66f4\u4e13\u6ce8\u4e8e\u7406\u89e3\u5185\u5bb9\u3002<br><\/li>\n\n\n\n<li><strong>\u591a\u5c3a\u5ea6\u91c7\u6837\uff08Multi-Scale Sampling, MSS\uff09<\/strong>: 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id=\"h_1969077910980789203_2\">\u5b9e\u9a8c\u7ed3\u679c\uff1a\u6311\u6218\u4e0e\u673a\u9047\u5e76\u5b58<\/h2>\n\n\n\n<p>\u6709\u4e86\u65b0\u201c\u8003\u573a\u201d\u548c\u65b0\u201c\u8003\u751f\u201d\uff0c\u7ed3\u679c\u5982\u4f55\u5462\uff1f<\/p>\n\n\n\n<p>\u5b9e\u9a8c\u7ed3\u679c\uff08\u5982\u4e0b\u8868\u6240\u793a\uff09\u63ed\u793a\u4e86\u4e00\u4e2a\u4e25\u5cfb\u7684\u73b0\u5b9e\uff1a<strong>\u73b0\u6709\u6a21\u578b\u5728\u8de8\u5e73\u53f0\u6cdb\u5316\u65b9\u9762\u5b58\u5728\u5de8\u5927\u9e3f\u6c9f<\/strong>\u3002\u4f8b\u5982\uff0c\u4e00\u4e2a\u5728\u6c7d\u8f66\u6570\u636e\u4e0a\u8bad\u7ec3\u5f97\u5f88\u597d\u7684\u6a21\u578b\uff08\u5728\u6c7d\u8f66\u6d4b\u8bd5\u96c6\u4e0aAcc@25\u8fbe\u523053.54%\uff09\uff0c\u76f4\u63a5\u62ff\u5230\u65e0\u4eba\u673a\u6570\u636e\u4e0a\u6d4b\u8bd5\u65f6\uff0c\u6027\u80fd\u4f1a\u66b4\u8dcc\u81f3 <strong>3.33%<\/strong>\u3002\u8fd9\u5145\u5206\u8bf4\u660e\u4e86\u8de8\u5e73\u53f03D\u5b9a\u4f4d\u7684\u5de8\u5927\u6311\u6218\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/picx.zhimg.com\/v2-32d5192dbceb4aad0df0672b0178e247_1440w.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p>\u7136\u800c\uff0c\u597d\u6d88\u606f\u662f\uff0c\u4f5c\u8005\u63d0\u51fa\u7684\u57fa\u51c6\u6a21\u578b\uff08Ours\uff09\u5728\u6240\u6709\u8bbe\u5b9a\u4e0b\u90fd\u663e\u8457\u4f18\u4e8e\u4e4b\u524d\u7684SOTA\u65b9\u6cd5\u3002\u7279\u522b\u662f\u5728\u4f7f\u7528 <strong>\u5e73\u53f0\u81ea\u9002\u5e94\uff08Platform Adaptation\uff09<\/strong> \u8bbe\u8ba1\u540e\uff0c\u6027\u80fd\u63d0\u5347\u5de8\u5927\u3002\u4f8b\u5982\uff0c\u5728\u6c7d\u8f66\u6570\u636e\u4e0a\u8bad\u7ec3\u65f6\uff0cOurs\u7684Acc@25\u8fbe\u5230\u4e86 <strong>78.37%<\/strong>\uff0c\u6bd4\u4e4b\u524d\u7684\u6700\u4f73\u6a21\u578b\u63d0\u5347\u4e86 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