{"id":28336,"date":"2025-12-02T11:37:57","date_gmt":"2025-12-02T03:37:57","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=28336"},"modified":"2025-12-02T11:37:57","modified_gmt":"2025-12-02T03:37:57","slug":"aaai-2026-oral%ef%bd%9c%e8%ae%a9%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%ad%a6%e4%bc%9a%e9%ab%98%e7%bb%b4%e6%89%be%e8%8c%ac%ef%bc%8c%e4%b8%ad%e5%9b%bd%e8%81%94%e9%80%9a%e6%96%b0%e7%a0%94","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/12\/02\/28336\/","title":{"rendered":"AAAI 2026 Oral\uff5c\u8ba9\u5927\u6a21\u578b\u5b66\u4f1a\u201c\u9ad8\u7ef4\u627e\u832c\u201d\uff0c\u4e2d\u56fd\u8054\u901a\u65b0\u7814\u7a76\u89e3\u51b3\u957f\u6587\u672c\u56fe\u50cf\u68c0\u7d22\u75db\u70b9"},"content":{"rendered":"
\u7814\u7a76\u540d\u4e3aHiMo-CLIP\uff0c\u901a\u8fc7\u5de7\u5999\u5730\u5efa\u6a21\u201c\u8bed\u4e49\u5c42\u7ea7\u201d\u4e0e\u201c\u8bed\u4e49\u5355\u8c03\u6027\u201d\uff0c\u5728\u4e0d\u6539\u53d8\u7f16\u7801\u5668\u7ed3\u6784\u7684\u524d\u63d0\u4e0b\uff0c\u8ba9\u6a21\u578b\u81ea\u52a8\u6355\u6349\u5f53\u524d\u8bed\u5883\u4e0b\u7684\u201c\u8bed\u4e49\u5dee\u5f02\u70b9\u201d\u3002<\/div>\n
\n
\n

\u957f\u6587\u672c\u56fe\u50cf\u68c0\u7d22\u65b0SOTA\u6765\u4e86\uff01<\/span><\/p>\n

\u63cf\u8ff0\u5f97\u8d8a\u8be6\u7ec6\uff0c\u56fe\u6587\u5339\u914d\u7684\u5206\u6570\u5c31\u5e94\u8be5\u8d8a\u9ad8\u2014\u2014\u8fd9\u542c\u8d77\u6765\u662f\u5e38\u8bc6\uff0c\u4f46\u73b0\u6709\u7684CLIP\u6a21\u578b\u5374\u505a\u4e0d\u5230\u3002<\/span><\/p>\n

\u800c\u5c31\u5728\u6700\u8fd1\uff0c\u4e2d\u56fd\u8054\u901a\u6570\u636e\u79d1\u5b66\u4e0e\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u9662\u56e2\u961f\u5728AAAI 2026 (Oral)\u4e0a\u53d1\u8868\u4e86\u4e00\u9879\u6700\u65b0\u6210\u679c\uff0c\u6210\u529f\u7a81\u7834\u4e86\u8fd9\u4e00\u5c40\u9650\u3002<\/span><\/p>\n

\u7814\u7a76\u540d\u4e3aHiMo-CLIP\uff0c\u901a\u8fc7\u5de7\u5999\u5730\u5efa\u6a21\u201c\u8bed\u4e49\u5c42\u7ea7\u201d\u4e0e\u201c\u8bed\u4e49\u5355\u8c03\u6027\u201d\uff0c\u5728\u4e0d\u6539\u53d8\u7f16\u7801\u5668\u7ed3\u6784\u7684\u524d\u63d0\u4e0b\uff0c\u8ba9\u6a21\u578b\u81ea\u52a8\u6355\u6349\u5f53\u524d\u8bed\u5883\u4e0b\u7684\u201c\u8bed\u4e49\u5dee\u5f02\u70b9\u201d\u3002<\/span><\/p>\n

\u7531\u6b64\uff0c\u6210\u529f\u89e3\u51b3\u4e86\u89c6\u89c9-\u8bed\u8a00\u5bf9\u9f50\u4e2d\u957f\u671f\u88ab\u5ffd\u89c6\u7684\u7ed3\u6784\u5316\u95ee\u9898\uff0c\u5728\u957f\u6587\u672c\u3001\u7ec4\u5408\u6027\u6587\u672c\u68c0\u7d22\u4e0a\u53d6\u5f97SOTA\uff0c\u540c\u65f6\u517c\u987e\u77ed\u6587\u672c\u6027\u80fd\u3002<\/span><\/p>\n

\u8fd9\u4e00\u5de5\u4f5c\u4e0d\u4ec5\u63d0\u5347\u4e86\u68c0\u7d22\u7cbe\u5ea6\uff0c\u66f4\u8ba9\u591a\u6a21\u6001\u6a21\u578b\u7684\u5bf9\u9f50\u673a\u5236\u66f4\u52a0\u7b26\u5408\u4eba\u7c7b\u7684\u8ba4\u77e5\u903b\u8f91\uff0c\u4e3a\u672a\u6765\u66f4\u590d\u6742\u7684\u591a\u6a21\u6001\u7406\u89e3\u4efb\u52a1\u6307\u660e\u4e86\u65b9\u5411\u3002<\/span><\/p>\n

<\/p>\n

\u75db\u70b9\uff1a\u5f53\u63cf\u8ff0\u53d8\u957f\uff0cCLIP\u5374\u201c\u61f5\u201d\u4e86<\/span><\/h2>\n

\u5728\u591a\u6a21\u6001\u68c0\u7d22\u4efb\u52a1\u4e2d\uff0c\u6211\u4eec\u901a\u5e38\u671f\u671b\uff1a\u6587\u5b57\u63cf\u8ff0\u8d8a\u8be6\u7ec6\u3001\u8d8a\u5b8c\u6574\uff0c\u5176\u4e0e\u5bf9\u5e94\u56fe\u50cf\u7684\u5339\u914d\u5ea6\uff08\u5bf9\u9f50\u5206\u6570\uff09\u5e94\u8be5\u8d8a\u9ad8\u3002\u8fd9\u88ab\u79f0\u4e3a\u201c\u8bed\u4e49\u5355\u8c03\u6027\u201d\u3002<\/span><\/p>\n

\u7136\u800c\uff0c\u73b0\u5b9e\u5f88\u9aa8\u611f\u3002\u73b0\u6709\u7684\u6a21\u578b\uff08\u5305\u62ec\u4e13\u95e8\u9488\u5bf9\u957f\u6587\u672c\u4f18\u5316\u7684Long-CLIP\u7b49\uff09\u5f80\u5f80\u5c06\u6587\u672c\u89c6\u4e3a\u6241\u5e73\u7684\u5e8f\u5217\uff0c\u5ffd\u7565\u4e86\u8bed\u8a00\u5185\u5728\u7684\u5c42\u7ea7\u7ed3\u6784\u3002<\/span><\/p>\n

\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u5bf9\u4e8e\u540c\u4e00\u5f20\u201c\u767d\u8272\u798f\u7279F250\u76ae\u5361\u201d\u7684\u56fe\u7247\uff0c\u5f53\u6587\u672c\u4ece\u7b80\u77ed\u7684\u201c\u6b63\u9762\u89c6\u56fe\u2026\u201d\u6269\u5c55\u5230\u5305\u542b\u201c\u8d85\u5927\u8f6e\u80ce\u201d\u3001\u201c\u8f66\u8f74\u53ef\u89c1\u201d\u3001\u201c\u6709\u8272\u8f66\u7a97\u201d\u7b49\u8be6\u7ec6\u63cf\u8ff0\u7684\u957f\u6587\u672c\u65f6\uff0c\u8bb8\u591aSOTA\u6a21\u578b\u7684\u5bf9\u9f50\u5206\u6570\u53cd\u800c\u4e0b\u964d\u4e86\u3002<\/span><\/p>\n

\u8fd9\u79cd\u73b0\u8c61\u8868\u660e\uff0c\u6a21\u578b\u672a\u80fd\u6709\u6548\u5904\u7406\u957f\u6587\u672c\u4e2d\u7684\u201c\u8bed\u4e49\u5c42\u7ea7\u201d\uff0c\u5bfc\u81f4\u7ec6\u8282\u4fe1\u606f\u6df9\u6ca1\u4e86\u6838\u5fc3\u8bed\u4e49\uff0c\u6216\u8005\u65e0\u6cd5\u5728\u590d\u6742\u7684\u4e0a\u4e0b\u6587\u4e2d\u6355\u6349\u5230\u6700\u5177\u533a\u5206\u5ea6\u7684\u7279\u5f81\u3002<\/span><\/p>\n

<\/h6>\n

\u25b3\u56fe1 \u968f\u7740\u63cf\u8ff0\u53d8\u957f\uff0c\u73b0\u6709\u6a21\u578b\u5206\u6570\u4e0b\u964d\uff0c\u800cHiMo-CLIP\uff08\u7eff\u52fe\uff09\u7a33\u6b65\u63d0\u5347<\/span><\/p>\n

\u65b9\u6cd5\uff1aHiMo-CLIP\u6846\u67b6<\/span><\/h2>\n

\u4e3a\u4e86\u89e3\u51b3\u4e0a\u8ff0\u95ee\u9898\uff0c\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd\u5373\u63d2\u5373\u7528\u7684\u8868\u5f81\u7ea7\u6846\u67b6HiMo-CLIP\u3002<\/span><\/p>\n

\u5b83\u5305\u542b\u4e24\u4e2a\u6838\u5fc3\u7ec4\u4ef6\uff1a\u5c42\u7ea7\u5206\u89e3\u6a21\u5757\uff08Hierarchical Decomposition\uff0cHiDe\uff09\u548c\u5355\u8c03\u6027\u611f\u77e5\u5bf9\u6bd4\u635f\u5931\uff08Monotonicity-aware Contrastive Loss\uff0cMoLo\uff09\u3002<\/span><\/p>\n

<\/h6>\n

\u25b3\u56fe2. HiMo-CLIP\u6846\u67b6\u6982\u89c8<\/span><\/p>\n

\uff081\uff09HiDe\u6a21\u5757\u5229\u7528Batch\u5185\u7684PCA\u52a8\u6001\u63d0\u53d6\u8bed\u4e49\u6210\u5206\uff1b\uff082\uff09MoLo\u635f\u5931\u51fd\u6570\u5f3a\u5236\u6a21\u578b\u540c\u65f6\u5bf9\u9f50\u201c\u5168\u91cf\u6587\u672c\u201d\u548c\u201c\u8bed\u4e49\u6210\u5206\u201d\uff0c\u5b9e\u73b0\u5355\u8c03\u6027\u7ea6\u675f\u3002<\/span><\/p>\n

HiDe\uff1a\u8c01\u662f\u91cd\u70b9\uff1f\u7531\u201c\u90bb\u5c45\u201d\u51b3\u5b9a<\/span><\/h4>\n

\u5728\u771f\u5b9e\u573a\u666f\u4e2d\uff0c\u6570\u636e\u6837\u672c\u5f80\u5f80\u662f\u9ad8\u5ea6\u590d\u6742\u7684\u3002<\/span><\/p>\n

\u5982\u4e0a\u56fe2\u6240\u793a\uff0c\u6211\u4eec\u9762\u5bf9\u7684\u4e0d\u662f\u7b80\u5355\u7684\u201c\u7ea2\u82f9\u679c\u201d\u548c\u201c\u9752\u82f9\u679c\u201d\uff0c\u800c\u662f\u50cf\u201c\u4e00\u53ea\u91d1\u6bdb\u730e\u72ac\u5728\u516c\u56ed\u8349\u576a\u4e0a\u8ffd\u8d76\u7ea2\u76d8\u201d\u3001\u201c\u76d8\u5b50\u91cc\u653e\u7740\u9c9c\u7ea2\u7684\u8349\u8393\u3001\u9ec4\u9999\u8549\u548c\u6df1\u7d2b\u8272\u7684\u8461\u8404\u201d\u8fd9\u6837\u9ad8\u5ea6\u590d\u6742\u7684\u573a\u666f\u3002\u4f20\u7edf\u7684\u56fa\u5b9a\u5206\u8bcd\u6cd5\u5728\u8fd9\u79cd\u590d\u6742\u5ea6\u4e0b\u6839\u672c\u6293\u4e0d\u4f4f\u91cd\u70b9\u3002<\/span><\/p>\n

HiMo-CLIP\u6362\u4e86\u4e2a\u601d\u8def\uff0c\u5b83\u50cf\u4e00\u4e2a\u73a9\u201c\u5927\u5bb6\u6765\u627e\u832c\u201d\u7684\u9ad8\u624b\uff1a\u901a\u8fc7\u89c2\u5bdfBatch\u5185\u7684\u201c\u90bb\u5c45\u201d\uff0c\u52a8\u6001\u63d0\u53d6\u6700\u5177\u533a\u5206\u5ea6\u7684\u7279\u5f81\u3002<\/span><\/p>\n

    \n
  • \u957f\u6587\u672c\u7279\u5f81f1\uff1a\u4ee3\u8868\u201c\u6574\u53e5\u8bdd\u201d\u7684\u610f\u601d\u3002<\/span><\/li>\n
  • \u52a8\u6001\u5b50\u8bed\u4e49f2\uff1a\u4ee3\u8868\u201c\u8fd9\u53e5\u8bdd\u91cc\u6700\u72ec\u7279\u7684\u8bb0\u5fc6\u70b9\u201d\u3002\u4e3e\u4e2a\u6817\u5b50\uff1a\u5047\u8bbe\u957f\u6587\u672c\u662f\uff1a\u201c\u4e00\u53ea\u6234\u7740\u58a8\u955c\u7684\u67ef\u57fa\u5728\u6c99\u6ee9\u4e0a\u5954\u8dd1\u201d\u3002<\/span><\/li>\n
  • \u573a\u666fA\uff08\u6df7\u5728\u98ce\u666f\u7167\u91cc\uff09\uff1a\u5982\u679c\u8fd9\u4e00\u6279\u6b21\uff08Batch\uff09\u7684\u5176\u4ed6\u56fe\u7247\u90fd\u662f\u201c\u6c99\u6ee9\u6392\u7403\u201d\u3001\u201c\u6d77\u8fb9\u6e38\u8247\u201d\u3002PCA\u4e00\u5206\u6790\uff0c\u53d1\u73b0\u201c\u6c99\u6ee9\u201d\u5927\u5bb6\u90fd\u6709\uff0c\u4e0d\u7a00\u5947\u3002\u552f\u72ec\u201c\u67ef\u57fa\u201d\u662f\u72ec\u4e00\u4efd\u3002\u2192\u6b64\u65f6\uff0cf2\u81ea\u52a8\u4ee3\u8868\u201c\u67ef\u57fa\uff08\u7269\u4f53\uff09\u201d\u3002<\/span><\/li>\n
  • \u573a\u666fB\uff08\u6df7\u5728\u72d7\u7fa4\u91cc\uff09\uff1a\u5982\u679c\u8fd9\u4e00\u6279\u6b21\u7684\u5176\u4ed6\u56fe\u7247\u90fd\u662f\u201c\u8349\u5730\u4e0a\u7684\u67ef\u57fa\u201d\u3001\u201c\u6c99\u53d1\u4e0a\u7684\u67ef\u57fa\u201d\u3002PCA\u4e00\u5206\u6790\uff0c\u53d1\u73b0\u201c\u67ef\u57fa\u201d\u904d\u5730\u90fd\u662f\uff0c\u4e5f\u6ca1\u6cd5\u533a\u5206\u3002\u552f\u72ec\u201c\u6234\u58a8\u955c\u201d\u548c\u201c\u5728\u6c99\u6ee9\u201d\u662f\u7279\u4f8b\u3002\u2192\u6b64\u65f6\uff0cf2\u81ea\u52a8\u4ee3\u8868\u201c\u6234\u58a8\u955c\/\u6c99\u6ee9\uff08\u5c5e\u6027\/\u73af\u5883\uff09\u201d\u3002<\/span><\/li>\n<\/ul>\n

    \u8fd9\u5c31\u662fHiDe\u6700\u806a\u660e\u7684\u5730\u65b9\uff1a\u5b83\u4e0d\u9700\u8981\u4eba\u6559\u5b83\u4ec0\u4e48\u662f\u91cd\u70b9\uff0c\u800c\u662f\u5229\u7528\u7edf\u8ba1\u5b66\u539f\u7406\uff0c\u81ea\u9002\u5e94\u5730\u63d0\u53d6\u51fa\u90a3\u4e2a\u6700\u5177\u8fa8\u8bc6\u5ea6\u7684\u201c\u7279\u5f81\u6307\u7eb9\u201d\uff0c\u81ea\u52a8\u6784\u5efa\u8bed\u4e49\u5c42\u7ea7\u3002<\/span><\/p>\n

    MoLo\uff1a\u65e2\u8981\u987e\u5168\u5927\u5c40\uff0c\u53c8\u8981\u6293\u4f4f\u7ec6\u8282<\/span><\/h4>\n

    \u627e\u5230\u4e86\u91cd\u70b9f2\uff0c\u600e\u4e48\u7528\u5462\uff1f\u4f5c\u8005\u8bbe\u8ba1\u4e86MoLo\uff0c\u5f3a\u5236\u6a21\u578b\u201c\u4e24\u624b\u6293\u201d\uff1a<\/span><\/p>\n

    MoLo=InfoNCE(f1, feat)+\u03bb*InfoNCE(f2, feat)<\/span><\/p>\n

      \n
    • \u7b2c\u4e00\u624b\uff1aInfoNCE(f1, feat)\u662f\u4f20\u7edf\u7684\u56fe\u6587\u5339\u914d\uff0c\u4fdd\u8bc1\u56fe\u7247\u548c\u201c\u6574\u53e5\u8bdd\u201d\uff08f1\uff09\u5bf9\u9f50\u3002<\/span><\/li>\n
    • \u7b2c\u4e8c\u624b\uff1aInfoNCE(f2, feat)\u5f3a\u5236\u56fe\u7247\u7279\u5f81\u8fd8\u8981\u7279\u522b\u50cf\u90a3\u4e2a\u63d0\u53d6\u51fa\u6765\u7684\u201c\u72ec\u7279\u8bb0\u5fc6\u70b9\u201d\uff08f2\uff09\u3002<\/span><\/li>\n<\/ul>\n

      \u8fd9\u4e2a\u64cd\u4f5c\u770b\u4f3c\u7b80\u5355\uff0c\u5b9e\u5219\u4e00\u77f3\u4e09\u9e1f\uff1a<\/span><\/p>\n

        \n
      • \u81ea\u52a8\u6458\u8981\uff1af2\u5c31\u662f\u7279\u5f81\u7a7a\u95f4\u91cc\u7684\u201c\u9ad8\u7ef4\u77ed\u6587\u672c\u201d\uff0c\u7701\u53bb\u4e86\u4eba\u5de5\u6784\u9020\u77ed\u6587\u672c\u7684\u504f\u5dee\u3002<\/span><\/li>\n
      • \u66f4\u61c2\u673a\u5668\u7684\u903b\u8f91\uff1a\u4eba\u7c7b\u5b9a\u4e49\u7684\u5173\u952e\u8bcd\uff08\u5982\u540d\u8bcd\uff09\u672a\u5fc5\u662f\u6a21\u578b\u5206\u7c7b\u7684\u6700\u4f73\u4f9d\u636e\uff08\u53ef\u80fd\u662f\u7eb9\u7406\u6216\u5f62\u72b6\uff09\u3002PCA\u5b8c\u5168\u5728\u7279\u5f81\u7a7a\u95f4\u64cd\u4f5c\uff0c\u63d0\u53d6\u7684\u662f\u673a\u5668\u8ba4\u4e3a\u7684\u5dee\u5f02\u70b9\uff0c\u6d88\u9664\u4e86\u4eba\u7c7b\u8bed\u8a00\u548c\u673a\u5668\u7406\u89e3\u4e4b\u95f4\u7684\u9694\u9602\uff08Gap\uff09\u3002<\/span><\/li>\n
      • \u6570\u636e\u6548\u7387\u9ad8\uff1a\u4f60\u53ea\u9700\u8981\u5582\u7ed9\u6a21\u578b\u957f\u6587\u672c\uff0c\u5b83\u5728\u8bad\u7ec3\u4e2d\u987a\u4fbf\u5b66\u4f1a\u4e86\u5982\u4f55\u62c6\u89e3\u957f\u53e5\u3001\u63d0\u53d6\u5173\u952e\u8bcd\u3002\u8bad\u7ec3\u7684\u662f\u957f\u6587\u672c\uff0c\u5374\u767d\u6361\u4e86\u77ed\u6587\u672c\u7684\u5339\u914d\u80fd\u529b\u3002<\/span><\/li>\n<\/ul>\n

        \u5b9e\u9a8c\uff1a\u957f\u77ed\u901a\u5403\uff0c\u5168\u9762SOTA<\/span><\/h2>\n

        \u7814\u7a76\u56e2\u961f\u5728\u591a\u4e2a\u7ecf\u5178\u7684\u957f\u6587\u672c\u3001\u77ed\u6587\u672c\u68c0\u7d22\u57fa\u51c6\uff0c\u4ee5\u53ca\u81ea\u884c\u6784\u9020\u7684\u6df1\u5ea6\u5c42\u7ea7\u6570\u636e\u96c6HiMo-Docci\u4e0a\u8fdb\u884c\u4e86\u5e7f\u6cdb\u5b9e\u9a8c\u3002<\/span><\/p>\n

        \u5728\u957f\u6587\u672c\uff08\u88681\uff09\u548c\u77ed\u6587\u672c\uff08\u88682\uff09\u68c0\u7d22\u4efb\u52a1\u4e0a\uff0cHiMo-CLIP\u5c55\u73b0\u51fa\u4e86\u663e\u8457\u7684\u4f18\u52bf\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0cHiMo-CLIP\u4ec5\u4f7f\u7528\u4e861M\uff08\u4e00\u767e\u4e07\uff09\u7684\u8bad\u7ec3\u6570\u636e\uff0c\u5c31\u51fb\u8d25\u4e86\u4f7f\u7528100M\u751a\u81f310B\u6570\u636e\u7684\u65b9\u6cd5\uff08\u5982LoTLIP\uff0cSigLIP\u7b49\uff09\u3002<\/span><\/p>\n

        <\/h6>\n
        \u25b3\u88681 \u957f\u6587\u672c\u68c0\u7d22\u7ed3\u679c<\/span><\/h6>\n
        <\/h6>\n

        \u25b3\u88682 \u77ed\u6587\u672c\u68c0\u7d22\u7ed3\u679c<\/span><\/p>\n

        \u4e3a\u4e86\u5145\u5206\u8bc4\u4f30\u957f\u6587\u672c\u7684\u5bf9\u9f50\u6548\u679c\uff0c\u7814\u7a76\u56e2\u961f\u6784\u5efa\u4e86HiMo-Docci\u6570\u636e\u96c6\uff0c\u540c\u65f6\u8fd8\u63d0\u51fa\u4e86HiMo@K\u6307\u6807\uff0c\u4ee5\u91cf\u5316\u6a21\u578b\u662f\u5426\u771f\u7684\u201c\u8bfb\u61c2\u201d\u4e86\u5c42\u7ea7\u3002\u7ed3\u679c\u663e\u793a\uff0cHiMo-CLIP\u4fdd\u6301\u4e86\u6781\u9ad8\u7684\u5355\u8c03\u6027\u76f8\u5173\u7cfb\u6570\uff080.88\uff09\uff0c\u8fdc\u8d85\u5bf9\u6bd4\u65b9\u6cd5\u3002<\/span><\/p>\n

        <\/h6>\n

        \u25b3HiMo-Docci\u4e0a\u7684\u5355\u8c03\u6027\u53ef\u89c6\u5316<\/span><\/p>\n

        \u968f\u7740\u6587\u672c\u63cf\u8ff0\u9010\u6e10\u5b8c\u6574\uff081\u21925\uff09\uff0cHiMo-CLIP\u7684\u5206\u6570\uff08\u7ea2\u7ebf\uff09\u5448\u73b0\u51fa\u5b8c\u7f8e\u7684\u4e0a\u5347\u8d8b\u52bf\uff0c\u800c\u5176\u4ed6\u6a21\u578b\u7684\u5206\u6570\u5219\u6ce2\u52a8\u5267\u70c8\uff0c\u751a\u81f3\u4e0b\u964d\u3002<\/span><\/p>\n

        \u8fdb\u4e00\u6b65\u7684\uff0c\u4e3a\u4e86\u63a2\u7a76\u5404\u4e2a\u7ec4\u4ef6\u5bf9\u6027\u80fd\u7684\u5177\u4f53\u8d21\u732e\uff0c\u7814\u7a76\u56e2\u961f\u8fdb\u884c\u4e86\u8be6\u5c3d\u7684\u6d88\u878d\u5b9e\u9a8c\uff0c\u63ed\u793a\u4e86HiDe\u4e0eMoLo\u534f\u540c\u5de5\u4f5c\u7684\u5185\u5728\u673a\u7406\u3002<\/span><\/p>\n

        \u611f\u5174\u8da3\u7684\u670b\u53cb\u53ef\u5230\u539f\u6587\u4e86\u89e3\u66f4\u591a\u7ec6\u8282\uff5e<\/span><\/p>\n

        \u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2511.06653<\/p>\n

        \u5f00\u6e90\u5730\u5740\uff1ahttps:\/\/github.com\/UnicomAI\/HiMo-CLIP<\/span><\/p>\n

        \u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n

        <\/div>\n

        <\/g><\/svg><\/i> \"Loading\"<\/p>\n

        <\/div>\n","protected":false},"excerpt":{"rendered":"

        \u7814\u7a76\u540d\u4e3aHiMo-CLIP\uff0c\u901a\u8fc7\u5de7\u5999\u5730\u5efa\u6a21\u201c\u8bed\u4e49\u5c42\u7ea7\u201d\u4e0e\u201c\u8bed\u4e49\u5355\u8c03\u6027\u201d\uff0c\u5728\u4e0d\u6539\u53d8\u7f16\u7801\u5668\u7ed3\u6784\u7684\u524d\u63d0\u4e0b\uff0c\u8ba9\u6a21\u578b\u81ea\u52a8 […]<\/p>\n

        <\/div>\n

        <\/g><\/svg><\/i> \"Loading\"<\/p>\n

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