{"id":2189,"date":"2024-05-29T17:01:40","date_gmt":"2024-05-29T09:01:40","guid":{"rendered":"https:\/\/www.ihub1.com\/?p=2189"},"modified":"2024-05-29T17:04:45","modified_gmt":"2024-05-29T09:04:45","slug":"%e6%b8%af%e5%a4%a7%e5%ad%97%e8%8a%82%e6%8f%90%e5%87%ba%e5%a4%9a%e6%a8%a1%e6%80%81%e5%a4%a7%e6%a8%a1%e5%9e%8b%e6%96%b0%e8%8c%83%e5%bc%8f%ef%bc%8c%e6%a8%a1%e6%8b%9f%e4%ba%ba%e7%b1%bb%e5%85%88%e6%84%9f","status":"publish","type":"post","link":"https:\/\/www.ihub1.com\/index.php\/2024\/05\/29\/%e6%b8%af%e5%a4%a7%e5%ad%97%e8%8a%82%e6%8f%90%e5%87%ba%e5%a4%9a%e6%a8%a1%e6%80%81%e5%a4%a7%e6%a8%a1%e5%9e%8b%e6%96%b0%e8%8c%83%e5%bc%8f%ef%bc%8c%e6%a8%a1%e6%8b%9f%e4%ba%ba%e7%b1%bb%e5%85%88%e6%84%9f\/","title":{"rendered":"\u6e2f\u5927\u5b57\u8282\u63d0\u51fa\u591a\u6a21\u6001\u5927\u6a21\u578b\u65b0\u8303\u5f0f\uff0c\u6a21\u62df\u4eba\u7c7b\u5148\u611f\u77e5\u540e\u8ba4\u77e5"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2189\" class=\"elementor 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alt=\"\u6e2f\u5927\u5b57\u8282\u63d0\u51fa\u591a\u6a21\u6001\u5927\u6a21\u578b\u65b0\u8303\u5f0f\uff0c\u6a21\u62df\u4eba\u7c7b\u5148\u611f\u77e5\u540e\u8ba4\u77e5\" data-src=\"\/wp-content\/uploads\/replace\/3eb380ddef8a0d41074d02a1257da9b4.png\" \/><\/div><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/56cf264b12da10c21091b900339e0fdc.png\" alt=\"\u6e2f\u5927\u5b57\u8282\u63d0\u51fa\u591a\u6a21\u6001\u5927\u6a21\u578b\u65b0\u8303\u5f0f\uff0c\u6a21\u62df\u4eba\u7c7b\u5148\u611f\u77e5\u540e\u8ba4\u77e5\" data-src=\"\/wp-content\/uploads\/replace\/56cf264b12da10c21091b900339e0fdc.png\" \/><\/div><h1 class=\"pgc-h-arrow-right\" data-track=\"9\"><span style=\"font-size: 24px;\">\u6838\u5fc3\u601d\u8def<\/span><\/h1><p data-track=\"10\">\u5982\u4f55\u8d4b\u4e88\u591a\u6a21\u6001\u5927\u6a21\u578b\u5b9a\u4f4d\u7269\u4f53\u7684\u80fd\u529b\uff0c\u4e43\u81f3\u4e8e\u5c06\u6587\u5b57\u5185\u5bb9\u548c\u56fe\u50cf\u533a\u57df\u5173\u8054\u8d77\u6765\uff0c\u505a\u5230\u201c\u8a00\u4e4b\u6709\u7269\u201d\uff0c\u662f\u5f53\u524d\u4e00\u5927\u7814\u7a76\u70ed\u70b9\u3002<\/p><p data-track=\"11\">\u5e38\u89c1\u7684\u505a\u6cd5\u662f\u5fae\u8c03\u5927\u8bed\u8a00\u6a21\u578b\u4f7f\u5176\u76f4\u63a5\u8f93\u51fa\u7269\u4f53\u5750\u6807\u3002\u7136\u800c\u8fd9\u79cd\u65b9\u6cd5\u5374\u6709\u7740\u8bf8\u591a\u9650\u5236\uff1a<\/p><p data-track=\"12\"><strong>1\u3001<\/strong>\u5728\u6587\u672c\u4e0a\u9884\u8bad\u7ec3\u7684\u5927\u8bed\u8a00\u6a21\u578b\u672c\u8eab\u4e0d\u5177\u5907\u7a7a\u95f4\u7406\u89e3\u80fd\u529b\uff0c\u4ec5\u4f9d\u9760\u5c11\u91cf\u6570\u636e\u5fae\u8c03\u5f88\u96be\u7cbe\u51c6\u5b9a\u4f4d\u7269\u4f53\u3002<\/p><p data-track=\"13\"><strong>2\u3001<\/strong>\u5b9a\u4f4d\u4efb\u52a1\u5bf9\u8f93\u5165\u56fe\u50cf\u7684\u5206\u8fa8\u7387\u6709\u8f83\u9ad8\u8981\u6c42\uff0c\u4f46\u63d0\u9ad8\u5206\u8fa8\u7387\u4f1a\u663e\u8457\u589e\u52a0\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u8ba1\u7b97\u91cf\u3002<\/p><p data-track=\"14\"><strong>3\u3001<\/strong>\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8f93\u51fa\u5f62\u5f0f\u4e0d\u9002\u5408\u5904\u7406\u7cbe\u7ec6\u7684\u5b9a\u4f4d\u4efb\u52a1\uff0c\u6bd4\u5982\u5206\u5272\u3002<\/p><p data-track=\"15\">\u57fa\u4e8e\u8fd9\u4e9b\u8003\u8651\uff0cGroma\u63d0\u51fa\u5c06\u5b9a\u4f4d\u8f6c\u79fb\u5230\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684vision tokenizer\u4e2d\uff0c\u7531vision tokenizer\u53d1\u73b0\u5e76\u5b9a\u4f4d\u6f5c\u5728\u7684\u7269\u4f53\uff0c\u518d\u4ea4\u7ed9\u5927\u8bed\u8a00\u6a21\u578b\u8bc6\u522b\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/8d4696b051c971a27258bd0141b99053.png\" alt=\"\u6e2f\u5927\u5b57\u8282\u63d0\u51fa\u591a\u6a21\u6001\u5927\u6a21\u578b\u65b0\u8303\u5f0f\uff0c\u6a21\u62df\u4eba\u7c7b\u5148\u611f\u77e5\u540e\u8ba4\u77e5\" data-src=\"\/wp-content\/uploads\/replace\/8d4696b051c971a27258bd0141b99053.png\" \/><\/div><p data-track=\"16\">\u00a0<\/p><p data-track=\"16\">\u540c\u65f6\uff0c\u8fd9\u6837\u7684\u8bbe\u8ba1\u4e5f\u5145\u5206\u5229\u7528\u4e86vision tokenizer\u672c\u8eab\u7684\u7a7a\u95f4\u7406\u89e3\u80fd\u529b\uff0c\u800c\u65e0\u9700\u5916\u63a5\u4e13\u5bb6\u6a21\u578b\uff08\u6bd4\u5982SAM\uff09\u6765\u8f85\u52a9\u5b9a\u4f4d\uff0c\u4ece\u800c\u907f\u514d\u4e86\u5916\u63a5\u6a21\u578b\u7684\u5197\u4f59\u3002<\/p><p data-track=\"17\">\u5177\u4f53\u800c\u8a00\uff0cGroma\u5728\u5168\u5c40\u56fe\u50cf\u7f16\u7801\u7684\u57fa\u7840\u4e0a\uff0c\u5f15\u5165\u4e86\u533a\u57df\u7f16\u7801\u6765\u5b9e\u73b0\u5b9a\u4f4d\u529f\u80fd\u2014\u2014\u5982\u4e0b\u56fe\u6240\u793a\uff0cGroma\u5148\u5229\u7528Region Proposer\u5b9a\u4f4d\u6f5c\u5728\u7684\u7269\u4f53\uff0c\u518d\u901a\u8fc7Region Encoder\u5c06\u5b9a\u4f4d\u5230\u7684\u533a\u57df\u9010\u4e00\u7f16\u7801\u6210region token\u3002<\/p><p data-track=\"18\">\u800c\u5927\u8bed\u8a00\u6a21\u578b\u5219\u53ef\u4ee5\u6839\u636eregion token\u7684\u8bed\u610f\u5224\u65ad\u5176\u5bf9\u5e94\u7684\u533a\u57df\uff0c\u5e76\u901a\u8fc7\u5728\u8f93\u51fa\u4e2d\u63d2\u5165region token\u6765\u8fbe\u6210\u7c7b\u4f3c\u8d85\u94fe\u63a5\u7684\u6548\u679c\uff0c\u5b9e\u73b0visually grounded conversation\u3002<\/p><p data-track=\"19\">\u540c\u6837\u5730\uff0c\u7528\u6237\u6307\u5b9a\u7684\u533a\u57df\u4e5f\u53ef\u4ee5\u901a\u8fc7Region Encoder\u7f16\u7801\u6210\u76f8\u5e94\u7684region token\uff0c\u5e76\u63d2\u5165\u5230\u7528\u6237\u6307\u4ee4\u4e2d\uff0c\u4ece\u800c\u8ba9\u591a\u6a21\u6001\u6a21\u578b\u80fd\u5173\u6ce8\u5230\u6307\u5b9a\u7684\u533a\u57df\u5e76\u4ea7\u751f\u6307\u5411\u6027\u7684\u56de\u7b54\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/8a6dcf3eb089d991a2fc7dfea6814138.png\" alt=\"\u6e2f\u5927\u5b57\u8282\u63d0\u51fa\u591a\u6a21\u6001\u5927\u6a21\u578b\u65b0\u8303\u5f0f\uff0c\u6a21\u62df\u4eba\u7c7b\u5148\u611f\u77e5\u540e\u8ba4\u77e5\" data-src=\"\/wp-content\/uploads\/replace\/8a6dcf3eb089d991a2fc7dfea6814138.png\" \/><\/div><p data-track=\"20\">\u00a0<\/p><p data-track=\"20\">\u4e3a\u4e86\u63d0\u5347\u5b9a\u4f4d\u7684\u9c81\u68d2\u6027\u548c\u51c6\u786e\u6027\uff0cGroma\u91c7\u7528\u4e86\u8d85\u8fc78M\u7684\u6570\u636e\uff08\u5305\u62ecSA1B\uff09\u6765\u9884\u8bad\u7ec3Region Proposer\u3002\u56e0\u6b64\u5176\u4ea7\u751f\u7684proposal\u4e0d\u4ec5\u5305\u62ec\u5e38\u89c1\u7684\u7269\u4f53\uff0c\u4e5f\u6db5\u76d6\u4e86\u7269\u4f53\u7684\u7ec4\u6210\u90e8\u5206\u4ee5\u53ca\u66f4\u5e7f\u9614\u7684\u80cc\u666f\u7b49\u8981\u7d20\u3002<\/p><p data-track=\"21\">\u6b64\u5916\uff0c\u5f97\u76ca\u4e8e\u5206\u79bb\u5f0f\u7684\u8bbe\u8ba1\uff0cGroma\u53ef\u4ee5\u91c7\u7528\u9ad8\u5206\u8fa8\u7387\u7279\u5f81\u56fe\u7528\u4e8eRegion Proposer\/Encoder\u7684\u8f93\u5165\uff0c\u5e76\u91c7\u7528\u4f4e\u5206\u8fa8\u7387\u7684\u7279\u5f81\u56fe\u7528\u4e8e\u5927\u6a21\u578b\u8f93\u5165\uff0c\u4ece\u800c\u5728\u964d\u4f4e\u8ba1\u7b97\u91cf\u7684\u540c\u65f6\u53c8\u4e0d\u635f\u5931\u5b9a\u4f4d\u6027\u80fd\u3002<\/p><h1 class=\"pgc-h-arrow-right\" data-track=\"22\"><span style=\"font-size: 24px;\">\u5b9e\u9a8c\u7ed3\u679c<\/span><\/h1><p data-track=\"23\">Groma\u5728\u4f20\u7edf\u7684Grounding Benchmarks\u4e0a\u8868\u73b0\u51fa\u4e86\u8d85\u8d8aMiniGPT-v2\u548cQwen-VL\u7684\u6027\u80fd\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/d32b19aeedf3ba8f6ed16f4102f76d3c.png\" alt=\"\u6e2f\u5927\u5b57\u8282\u63d0\u51fa\u591a\u6a21\u6001\u5927\u6a21\u578b\u65b0\u8303\u5f0f\uff0c\u6a21\u62df\u4eba\u7c7b\u5148\u611f\u77e5\u540e\u8ba4\u77e5\" data-src=\"\/wp-content\/uploads\/replace\/d32b19aeedf3ba8f6ed16f4102f76d3c.png\" \/><\/div><p data-track=\"24\">\u00a0<\/p><p data-track=\"24\">\u540c\u65f6\uff0cGroma\u5728\u591a\u6a21\u6001\u5927\u6a21\u578b\u901a\u7528\u7684VQA Benchmark (LLaVA-COCO)\u9a8c\u8bc1\u4e86\u5176\u5bf9\u8bdd\u548c\u63a8\u7406\u80fd\u529b\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/e4f8a112f67f3434e3c922d2d441736c.png\" alt=\"\u6e2f\u5927\u5b57\u8282\u63d0\u51fa\u591a\u6a21\u6001\u5927\u6a21\u578b\u65b0\u8303\u5f0f\uff0c\u6a21\u62df\u4eba\u7c7b\u5148\u611f\u77e5\u540e\u8ba4\u77e5\" data-src=\"\/wp-content\/uploads\/replace\/e4f8a112f67f3434e3c922d2d441736c.png\" \/><\/div><p data-track=\"25\">\u00a0<\/p><p data-track=\"25\">\u5728\u53ef\u89c6\u5316\u7684\u5bf9\u6bd4\u4e2d\uff0cGroma\u4e5f\u8868\u73b0\u51fa\u4e86\u66f4\u9ad8\u7684recall\u548c\u66f4\u5c11\u7684\u5e7b\u89c9\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/1e10ef22bcac026c4e7ced0f77e81ad9.png\" alt=\"\u6e2f\u5927\u5b57\u8282\u63d0\u51fa\u591a\u6a21\u6001\u5927\u6a21\u578b\u65b0\u8303\u5f0f\uff0c\u6a21\u62df\u4eba\u7c7b\u5148\u611f\u77e5\u540e\u8ba4\u77e5\" data-src=\"\/wp-content\/uploads\/replace\/1e10ef22bcac026c4e7ced0f77e81ad9.png\" \/><\/div><p data-track=\"26\">\u00a0<\/p><p data-track=\"26\">\u6b64\u5916\uff0cGroma\u8fd8\u652f\u6301\u878d\u5408\u5bf9\u8bdd\u80fd\u529b\u548c\u5b9a\u4f4d\u80fd\u529b\u7684referential dialogue\u4ee5\u53cagrounded chat\u3002<\/p><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/95b3f1f20fbcd4b98e1c57434393efa0.png\" alt=\"\u6e2f\u5927\u5b57\u8282\u63d0\u51fa\u591a\u6a21\u6001\u5927\u6a21\u578b\u65b0\u8303\u5f0f\uff0c\u6a21\u62df\u4eba\u7c7b\u5148\u611f\u77e5\u540e\u8ba4\u77e5\" data-src=\"\/wp-content\/uploads\/replace\/95b3f1f20fbcd4b98e1c57434393efa0.png\" \/><\/div><div class=\"pgc-img\"><img decoding=\"async\" class=\"syl-page-img\" src=\"https:\/\/www.qbitai.com\/wp-content\/uploads\/replace\/c30333824388380c7b35d92c99b8717c.png\" alt=\"\u6e2f\u5927\u5b57\u8282\u63d0\u51fa\u591a\u6a21\u6001\u5927\u6a21\u578b\u65b0\u8303\u5f0f\uff0c\u6a21\u62df\u4eba\u7c7b\u5148\u611f\u77e5\u540e\u8ba4\u77e5\" data-src=\"\/wp-content\/uploads\/replace\/c30333824388380c7b35d92c99b8717c.png\" \/><\/div><p data-track=\"27\">\u00a0<\/p><p data-track=\"27\">\u5f97\u76ca\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u5f3a\u5927\u7684\u8ba4\u77e5\u63a8\u7406\u80fd\u529b\uff0c\u591a\u6a21\u6001\u5927\u6a21\u578b\u5728\u89c6\u89c9\u7406\u89e3\u4efb\u52a1\u4e0a\u8868\u73b0\u7a81\u51fa\u3002<\/p><p data-track=\"28\">\u7136\u800c\u4e00\u4e9b\u4f20\u7edf\u7684\u89c6\u89c9\u4efb\u52a1\uff0c\u5982\u68c0\u6d4b\u5206\u5272\u3001\u6df1\u5ea6\u4f30\u8ba1\u7b49\uff0c\u66f4\u591a\u4f9d\u8d56\u89c6\u89c9\u611f\u77e5\u80fd\u529b\uff0c\u8fd9\u6070\u6070\u662f\u5927\u8bed\u8a00\u6a21\u578b\u6240\u7f3a\u4e4f\u7684\u3002<\/p><p data-track=\"29\">Groma\u5728\u8fd9\u4e2a\u95ee\u9898\u4e0a\u63d0\u4f9b\u4e86\u4e00\u79cd\u65b0\u7684\u89e3\u51b3\u601d\u8def\uff0c\u5373\u628a<strong>\u611f\u77e5\u548c\u8ba4\u77e5<\/strong>\u89e3\u8026\u5f00\u6765\uff0c\u7531vision tokenizer\u8d1f\u8d23\u611f\u77e5\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u8d1f\u8d23\u8ba4\u77e5\u3002<\/p><p data-track=\"30\">\u8fd9\u79cd\u5148\u611f\u77e5\u540e\u8ba4\u77e5\u7684\u5f62\u5f0f\u9664\u4e86\u66f4\u7b26\u5408\u4eba\u7c7b\u7684\u89c6\u89c9\u8fc7\u7a0b\uff0c\u4e5f\u907f\u514d\u4e86\u91cd\u65b0\u8bad\u7ec3\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8ba1\u7b97\u5f00\u9500\u3002<\/p><p data-track=\"31\">5\u670815\u65e5\uff0c\u5b57\u8282\u8df3\u52a8\u521a\u521a\u516c\u5e03\u4e86\u81ea\u7814\u7684\u8c46\u5305\u5927\u6a21\u578b\uff0c\u63d0\u4f9b\u591a\u6a21\u6001\u80fd\u529b\uff0c\u4e0b\u6e38\u652f\u6301\u8c46\u5305APP\u3001\u6263\u5b50\u3001\u5373\u68a6\u7b4950+\u4e1a\u52a1\uff0c\u5e76\u901a\u8fc7\u706b\u5c71\u5f15\u64ce\u5f00\u653e\u7ed9\u4f01\u4e1a\u5ba2\u6237\uff0c\u52a9\u529b\u4f01\u4e1a\u63d0\u5347\u6548\u7387\u3001\u52a0\u901f\u667a\u80fd\u5316\u521b\u65b0\u3002\u76ee\u524d\uff0c\u8c46\u5305APP\u5df2\u6210\u4e3a\u4e2d\u56fd\u5e02\u573a\u7528\u6237\u91cf\u6700\u5927\u7684AIGC\u5e94\u7528\u3002\u5b57\u8282\u8df3\u52a8\u6b63\u6301\u7eed\u52a0\u5927\u5bf9\u9876\u5c16\u4eba\u624d\u548c\u524d\u6cbf\u6280\u672f\u7684\u6295\u5165\u529b\u5ea6\uff0c\u53c2\u4e0e\u884c\u4e1a\u9876\u5c16\u7684\u6280\u672f\u6311\u6218\u548c\u653b\u575a\u3002<\/p><p data-track=\"32\">\u9879\u76ee\u7f51\u7ad9\uff1a<br \/>https:\/\/groma-mllm.github.io<br \/>\u8bba\u6587\u94fe\u63a5\uff1a<br \/>https:\/\/arxiv.org\/abs\/2404.13013<br \/>\u5f00\u6e90\u4ee3\u7801\uff1a<br \/>https:\/\/github.com\/FoundationVision\/Groma<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u5141\u4e2d \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n","protected":false},"author":1,"featured_media":2191,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2189","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/posts\/2189","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/comments?post=2189"}],"version-history":[{"count":16,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/posts\/2189\/revisions"}],"predecessor-version":[{"id":2207,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/posts\/2189\/revisions\/2207"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/media\/2191"}],"wp:attachment":[{"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/media?parent=2189"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/categories?post=2189"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/tags?post=2189"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}