{"id":37022,"date":"2025-01-22T17:00:19","date_gmt":"2025-01-22T09:00:19","guid":{"rendered":"https:\/\/17aitech.com\/?p=37022"},"modified":"2025-01-22T17:00:19","modified_gmt":"2025-01-22T09:00:19","slug":"%e5%88%9a%e5%88%9a%ef%bc%8c%e4%b8%89%e5%90%8d%e8%b0%b7%e6%ad%8cvision-transformer%e4%bd%9c%e8%80%85%e5%ae%98%e5%ae%a3%e5%8a%a0%e5%85%a5openai","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37022","title":{"rendered":"\u521a\u521a\uff0c\u4e09\u540d\u8c37\u6b4cVision Transformer\u4f5c\u8005\u5b98\u5ba3\u52a0\u5165OpenAI"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-12-05\" target=\"_blank\">\u521a\u521a\uff0c\u4e09\u540d\u8c37\u6b4cVision Transformer\u4f5c\u8005\u5b98\u5ba3\u52a0\u5165OpenAI<\/a><\/p>\n<section>\n<section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"11\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\u4e09\u4eba\u662f\u7d27\u5bc6\u7684\u5408\u4f5c\u4f19\u4f34\u3002<\/section>\n<\/section>\n<\/blockquote>\n<\/section>\n<\/section>\n<section><\/section>\n<section>\u6700\u8fd1\uff0cOpenAI \u53c8\u8fce\u6765\u4e86\u65b0\u7684\u4eba\u4e8b\u53d8\u52a8\uff0c\u4f46\u8fd9\u6b21\u4e0d\u662f\u67d0\u4e2a\u6280\u672f\u5927\u725b\u79bb\u804c\uff0c\u800c\u662f\u4ece\u8c37\u6b4c\u6316\u6765\u4e86\u4e00\u4e9b\u65b0\u9c9c\u8840\u6db2\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u4e9b\u300c\u65b0\u4eba\u300d\u6765\u81ea\u8c37\u6b4c DeepMind \u7684\u82cf\u9ece\u4e16\u529e\u4e8b\u5904\uff0c\u5305\u62ec\u8d44\u6df1\u7814\u7a76\u79d1\u5b66\u5bb6 Xiaohua Zhai\uff08\u7fdf\u6653\u534e\uff09\u3001\u7814\u7a76\u79d1\u5b66\u5bb6 Lucas Beyer \u548c Alexander Kolesnikov\u3002\u5728\u8c37\u6b4c DeepMind \u5de5\u4f5c\u671f\u95f4\uff0c\u4e09\u4eba\u5c31\u662f\u5bc6\u5207\u7684\u5408\u4f5c\u4f19\u4f34\uff0c\u5171\u540c\u53c2\u4e0e\u4e86 ViT \u7b49\u91cd\u8981\u7814\u7a76\u3002\u4e4b\u540e\uff0c\u4ed6\u4eec\u5c06\u4e00\u8d77\u5efa\u7acb OpenAI \u82cf\u9ece\u4e16\u529e\u4e8b\u5904\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-097e77f7bac5a90b3541bfb23e48e035.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-097e77f7bac5a90b3541bfb23e48e035.png\"><\/a><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-250888898d6c8ae505f18d183b84e607.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-250888898d6c8ae505f18d183b84e607.png\"><\/a><\/section>\n<section>OpenAI \u9ad8\u7ba1\u5728\u5468\u4e8c\u7684\u4e00\u4efd\u5185\u90e8\u5907\u5fd8\u5f55\u4e2d\u544a\u8bc9\u5458\u5de5\uff0c\u4e09\u4eba\u5165\u804c\u540e\u5c06\u4ece\u4e8b\u591a\u6a21\u6001 AI \u7814\u7a76\u3002<\/section>\n<section><\/section>\n<section>\u5728 DeepMind \u5de5\u4f5c\u671f\u95f4\uff0cBeyer \u4f3c\u4e4e\u4e00\u76f4\u5728\u5bc6\u5207\u5173\u6ce8 OpenAI \u53d1\u5e03\u7684\u7814\u7a76\u6210\u679c\u4ee5\u53ca\u8be5\u516c\u53f8\u5377\u5165\u7684\u516c\u5171\u4e89\u8bae\uff0c\u4ed6\u7ecf\u5e38\u5728 X \u4e0a\u5411\u81ea\u5df1\u7684 7 \u4e07\u591a\u540d\u7c89\u4e1d\u53d1\u5e03\u76f8\u5173\u4fe1\u606f\u3002\u53bb\u5e74\uff0c\u5f53\u9996\u5e2d\u6267\u884c\u5b98 Sam Altman \u88ab OpenAI \u8463\u4e8b\u4f1a\u77ed\u6682\u89e3\u96c7\u65f6\uff0cBeyer \u53d1\u5e16\u79f0\uff0c\u4ed6\u76ee\u524d\u8bfb\u5230\u7684\u5173\u4e8e\u89e3\u96c7\u7684\u300c\u6700\u5408\u7406\u300d\u89e3\u91ca\u662f\uff0cAltman \u540c\u65f6\u53c2\u4e0e\u4e86\u592a\u591a\u5176\u4ed6\u521d\u521b\u516c\u53f8\u7684\u5de5\u4f5c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-891bc40277ff77b7ce7446088b079389.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-891bc40277ff77b7ce7446088b079389.png\"><\/a><\/section>\n<section>\u5728\u7ade\u76f8\u5f00\u53d1\u6700\u5148\u8fdb\u7684\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u540c\u65f6\uff0cOpenAI \u53ca\u5176\u7ade\u4e89\u5bf9\u624b\u4e5f\u5728\u6fc0\u70c8\u7ade\u4e89\uff0c\u4ece\u4e16\u754c\u5404\u5730\u62db\u8058\u6709\u9650\u7684\u9876\u5c16\u7814\u7a76\u4eba\u5458\uff0c\u901a\u5e38\u4e3a\u4ed6\u4eec\u63d0\u4f9b\u63a5\u8fd1\u4e03\u4f4d\u6570\u6216\u66f4\u9ad8\u7684\u5e74\u85aa\u3002\u5bf9\u4e8e\u6700\u62a2\u624b\u7684\u4eba\u624d\u6765\u8bf4\uff0c\u5728\u4e0d\u540c\u516c\u53f8\u4e4b\u95f4\u8df3\u69fd\u5e76\u4e0d\u7f55\u89c1\u3002<\/section>\n<section><\/section>\n<section>\u4f8b\u5982\uff0cTim Brooks \u66fe\u662f OpenAI \u7684 Sora \u8d1f\u8d23\u4eba\uff0c\u6700\u8fd1\u4ed6\u79bb\u804c\u524d\u5f80 DeepMind \u5de5\u4f5c\u3002\u4e0d\u8fc7\uff0c\u9ad8\u8c03\u6316\u89d2\u7684\u70ed\u6f6e\u8fdc\u4e0d\u6b62 DeepMind \u548c OpenAI\u3002\u4eca\u5e74 3 \u6708\uff0c\u5fae\u8f6f\u4ece Inflection AI \u516c\u53f8\u6316\u8d70\u4e86\u5176\u4eba\u5de5\u667a\u80fd\u8d1f\u8d23\u4eba Mustafa Suleyman \u4ee5\u53ca\u8be5\u516c\u53f8\u7684\u5927\u90e8\u5206\u5458\u5de5\u3002\u800c\u8c37\u6b4c\u65a5\u8d44 27 \u4ebf\u7f8e\u5143\u5c06 Character.AI \u521b\u59cb\u4eba Noam Shazeer \u62c9\u56de\u9ebe\u4e0b\u3002<\/section>\n<section><\/section>\n<section>\u5728\u8fc7\u53bb\u51e0\u4e2a\u6708\u91cc\uff0cOpenAI \u7684\u4e00\u4e9b\u5173\u952e\u4eba\u7269\u76f8\u7ee7\u79bb\u804c\uff0c\u6709\u7684\u52a0\u5165\u4e86 DeepMind \u548c Anthropic \u7b49\u76f4\u63a5\u7ade\u4e89\u5bf9\u624b\uff0c\u6709\u7684\u521b\u529e\u4e86\u81ea\u5df1\u7684\u4f01\u4e1a\u3002OpenAI \u8054\u5408\u521b\u59cb\u4eba\u3001\u524d\u9996\u5e2d\u79d1\u5b66\u5bb6 Ilya Sutskever \u79bb\u804c\u540e\uff0c\u521b\u529e\u4e86\u4e00\u5bb6\u4e13\u6ce8\u4e8e\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u548c\u751f\u5b58\u98ce\u9669\u7684\u521d\u521b\u516c\u53f8 Safe Superintelligence\u3002OpenAI \u524d\u9996\u5e2d\u6280\u672f\u5b98 Mira Murati \u4e8e 9 \u6708\u4efd\u5ba3\u5e03\u79bb\u804c\uff0c\u636e\u8bf4\u5979\u6b63\u5728\u4e3a\u4e00\u5bb6\u65b0\u7684\u4eba\u5de5\u667a\u80fd\u4f01\u4e1a\u7b79\u96c6\u8d44\u91d1\u3002<\/section>\n<section><\/section>\n<section>\u4eca\u5e74 10 \u6708\uff0cOpenAI \u8868\u793a\u6b63\u5728\u52aa\u529b\u5411\u5168\u7403\u6269\u5f20\u3002\u9664\u4e86\u65b0\u7684\u82cf\u9ece\u4e16\u529e\u4e8b\u5904\uff0c\u8be5\u516c\u53f8\u8fd8\u8ba1\u5212\u5728\u7ebd\u7ea6\u5e02\u3001\u897f\u96c5\u56fe\u3001\u5e03\u9c81\u585e\u5c14\u3001\u5df4\u9ece\u548c\u65b0\u52a0\u5761\u5f00\u8bbe\u65b0\u7684\u5206\u652f\u673a\u6784\u3002\u9664\u65e7\u91d1\u5c71\u603b\u90e8\u5916\uff0c\u8be5\u516c\u53f8\u5df2\u5728\u4f26\u6566\u3001\u4e1c\u4eac\u548c\u5176\u4ed6\u57ce\u5e02\u8bbe\u7acb\u4e86\u5206\u652f\u673a\u6784\u3002<\/section>\n<section><\/section>\n<section>LinkedIn \u4e0a\u7684\u8d44\u6599\u663e\u793a\uff0cZhai\u3001Beyer \u548c Kolesnikov \u90fd\u4f4f\u5728\u82cf\u9ece\u4e16\uff0c\u82cf\u9ece\u4e16\u5df2\u6210\u4e3a\u6b27\u6d32\u4e00\u4e2a\u76f8\u5bf9\u7a81\u51fa\u7684\u79d1\u6280\u4e2d\u5fc3\u3002\u82cf\u9ece\u4e16\u662f ETH \uff08\u82cf\u9ece\u4e16\u8054\u90a6\u7406\u5de5\u5b66\u9662\uff09\u7684\u6240\u5728\u5730\uff0cETH \u662f\u4e00\u6240\u516c\u7acb\u7814\u7a76\u578b\u5927\u5b66\uff0c\u62e5\u6709\u5168\u7403\u77e5\u540d\u7684\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u3002\u636e\u300a\u91d1\u878d\u65f6\u62a5\u300b\u4eca\u5e74\u65e9\u4e9b\u65f6\u5019\u62a5\u9053\uff0c\u82f9\u679c\u516c\u53f8\u8fd8\u4ece\u8c37\u6b4c\u6316\u8d70\u4e86\u4e00\u4e9b\u4eba\u5de5\u667a\u80fd\u4e13\u5bb6\uff0c\u5728\u300c\u82cf\u9ece\u4e16\u7684\u4e00\u4e2a\u79d8\u5bc6\u6b27\u6d32\u5b9e\u9a8c\u5ba4\u300d\u5de5\u4f5c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-7f6d3b1fce47cdc398adbfe7649f62a7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-7f6d3b1fce47cdc398adbfe7649f62a7.png\"><\/a><\/section>\n<p><em><sup>\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u4e5f\u6709\u4eba\u731c\u6d4b\uff0cOpenAI \u4e4b\u6240\u4ee5\u5728\u82cf\u9ece\u4e16\u8bbe\u7acb\u529e\u4e8b\u5904\uff0c\u662f\u56e0\u4e3a\u4e09\u4e2a\u4eba\u90fd\u4e0d\u613f\u610f\u642c\u5bb6\u3002<\/sup><\/em><\/p>\n<section><strong>\u7d27\u5bc6\u5408\u4f5c\u7684\u4e09\u4f4d\u79d1\u5b66\u5bb6<\/strong><\/section>\n<section><\/section>\n<section>\u4ece\u5df2\u53d1\u8868\u7684\u7814\u7a76\u770b\uff0c\u8fd9\u4e09\u4f4d\u7814\u7a76\u8005\u7ecf\u5e38\u4ece\u4e8b\u540c\u4e00\u4e2a\u9879\u76ee\u7684\u7814\u7a76\uff0c\u5e76\u4e14\u4ed6\u4eec\u4e5f\u505a\u51fa\u4e86\u4e00\u4e9b\u975e\u5e38\u91cd\u8981\u7684\u7814\u7a76\u6210\u679c\uff0c\u5176\u4e2d\u4e00\u4e9b\u88ab AI \u9876\u4f1a\u4f5c\u4e3a Spotlight \u548c Oral \u8bba\u6587\u63a5\u6536\u3002<\/section>\n<section><\/section>\n<section><strong>Xiaohua Zhai\uff08\u7fdf\u6653\u534e\uff09<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-6c7972003ba807e7110858c9b6126857.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-6c7972003ba807e7110858c9b6126857.png\"><\/a><\/section>\n<section>\u4e2a\u4eba\u4e3b\u9875\uff1ahttps:\/\/sites.google.com\/view\/xzhai<\/section>\n<section><\/section>\n<section>Google DeepMind\uff08\u82cf\u9ece\u4e16\uff09\u7684\u8d44\u6df1\u7814\u7a76\u79d1\u5b66\u5bb6\u548c\u7ba1\u7406\u8005\u3002\u4ed6\u9886\u5bfc\u7740\u82cf\u9ece\u4e16\u7684\u4e00\u4e2a\u591a\u6a21\u6001\u7814\u7a76\u56e2\u961f\uff0c\u5176\u7814\u7a76\u91cd\u5fc3\u662f\u591a\u6a21\u6001\u6570\u636e\u3001\u5f00\u653e\u6743\u91cd\u6a21\u578b\u548c\u5305\u5bb9\u6027\u3002<\/section>\n<section><\/section>\n<section>\u6839\u636e\u5176\u9886\u82f1\u7b80\u5386\uff0c\u4ed6\u4e8e 2014 \u5e74\u5728\u5317\u4eac\u5927\u5b66\u53d6\u5f97\u4e86\u8ba1\u7b97\u673a\u79d1\u5b66\u535a\u58eb\u5b66\u4f4d\u3002\u4e4b\u540e\u66fe\u5728\u8c37\u6b4c\u4ece\u4e8b\u4e86\u4e09\u5e74\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u7684\u5de5\u4f5c\u30022017 \u5e74 12 \u6708\uff0c\u4ed6\u52a0\u5165 DeepMind \u62c5\u4efb\u7814\u7a76\u79d1\u5b66\u5bb6\uff0c\u5e76\u4e00\u76f4\u5728\u6b64\u5de5\u4f5c\u4e86 7 \u5e74\u3002<\/section>\n<section><\/section>\n<section>\u76ee\u524d\uff0c\u7fdf\u6653\u534e\u5728 Google Scholar \u4e0a\u7684\u88ab\u5f15\u91cf\u5df2\u7ecf\u8fbe\u5230\u4e86 6 \u4e07\u591a\uff0c\u5176\u4e2d\u5927\u90e8\u5206\u88ab\u5f15\u91cf\u6765\u81ea\u4ed6\u4eec\u4e09\u4eba\u5171\u540c\u53c2\u4e0e\u7684 ViT \u8bba\u6587\u300aAn Image is Worth 16&#215;16 Words: Transformers for Image Recognition at Scale\u300b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-3f53a34fd8b6bdad717bd9e0684f8e48.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-3f53a34fd8b6bdad717bd9e0684f8e48.png\"><\/a><\/section>\n<section><strong>Lucas Beyer<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-299824a0248e65be240cda55c871088e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-299824a0248e65be240cda55c871088e.png\"><\/a><\/section>\n<section>Lucas Beyer \u662f DeepMind \u7814\u7a76\u79d1\u5b66\u5bb6\u3002<\/section>\n<section><\/section>\n<section>\u4e2a\u4eba\u535a\u5ba2\uff1ahttps:\/\/lucasb.eyer.be\/<\/section>\n<section><\/section>\n<section>\u4ed6\u5728 2018 \u5e74\u4e8e\u5fb7\u56fd\u4e9a\u741b\u5de5\u4e1a\u5927\u5b66\u5b8c\u6210\u4e86\u81ea\u5df1\u7684\u9ad8\u7b49\u5b66\u4e1a\uff0c\u671f\u95f4\u66fe\u5728\u8c37\u6b4c\u4ee5\u5b9e\u4e60\u751f\u8eab\u4efd\u4ece\u4e8b\u8fc7\u7814\u7a76\u5de5\u4f5c\uff0c\u4e5f\u5728 Kindred.ai \u62c5\u4efb\u8fc7 AI \u5de5\u7a0b\u5e08\uff0c\u5728\u5fb7\u56fd\u4e9a\u741b\u5de5\u4e1a\u5927\u5b66\u62c5\u4efb\u8fc7\u7814\u7a76\u52a9\u7406\u3002<\/section>\n<section><\/section>\n<section>\u6bd5\u4e1a\u540e\uff0c\u4ed6\u6b63\u5f0f\u52a0\u5165\u8c37\u6b4c\uff0c\u5148\u540e\u5728\u8c37\u6b4c\u5927\u8111\u4e0e DeepMind \u4ece\u4e8b\u7814\u7a76\u5de5\u4f5c\u3002<\/section>\n<section><\/section>\n<section>\u4ed6\u5728\u535a\u5ba2\u4e2d\u5199\u5230\uff1a\u300c\u6211\u662f\u4e00\u540d\u81ea\u5b66\u6210\u624d\u7684\u9ed1\u5ba2\u548c\u79d1\u5b66\u5bb6\uff0c\u81f4\u529b\u4e8e\u521b\u9020\u975e\u51e1\u4e8b\u7269\u3002\u76ee\u524d\u5728\u745e\u58eb\u82cf\u9ece\u4e16\u751f\u6d3b\u3001\u5de5\u4f5c\u3001\u604b\u7231\u548c\u73a9\u800d\u3002\u300d<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-068445a9658cd52c16b80d0a2fd5d0f9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-068445a9658cd52c16b80d0a2fd5d0f9.png\"><\/a><\/section>\n<section><strong>Alexander Kolesnikov<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-fc694d69a0dc3238f771519600892a93.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-fc694d69a0dc3238f771519600892a93.png\"><\/a><\/section>\n<section>Alexander Kolesnikov \u5df2\u7ecf\u66f4\u65b0\u4e86\u81ea\u5df1\u7684\u9886\u82f1\u9875\u9762\uff0c\u4ed6\u66fe\u7ecf\u4e5f\u662f DeepMind \u7684\u7814\u7a76\u79d1\u5b66\u5bb6\u3002<\/section>\n<section><\/section>\n<section>\u4e2a\u4eba\u4e3b\u9875\uff1ahttps:\/\/kolesnikov.ch<\/section>\n<section><\/section>\n<section>\u4ed6\u4e8e 2012 \u5e74\u7855\u58eb\u6bd5\u4e1a\u4e8e\u83ab\u65af\u79d1\u56fd\u7acb\u5927\u5b66\uff0c\u4e4b\u540e\u5728\u5965\u5730\u5229\u79d1\u5b66\u6280\u672f\u7814\u7a76\u6240\u53d6\u5f97\u4e86\u673a\u5668\u5b66\u4e60\u4e0e\u8ba1\u7b97\u673a\u89c6\u89c9\u535a\u58eb\u5b66\u4f4d\u3002\u7c7b\u4f3c\u5730\uff0c2018 \u5e74\u535a\u58eb\u6bd5\u4e1a\u540e\uff0c\u4ed6\u4e5f\u5148\u540e\u5728\u8c37\u6b4c\u5927\u8111\u548c DeepMind \u4ece\u4e8b\u7814\u7a76\u5de5\u4f5c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-bcae6a14c70029db1651383bfc06db6b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-bcae6a14c70029db1651383bfc06db6b.png\"><\/a><\/section>\n<section><strong>\u51fa\u8272\u7684\u7814\u7a76\u6210\u679c<\/strong><\/section>\n<section><\/section>\n<section>\u5f88\u663e\u7136\uff0c\u8fd9\u4e09\u4f4d\u7814\u7a76\u8005\u662f\u4e00\u4e2a\u975e\u5e38\u7d27\u5bc6\u7684\u7814\u7a76\u56e2\u961f\uff0c\u4e5f\u56e0\u6b64\uff0c\u4ed6\u4eec\u7684\u5f88\u591a\u7814\u7a76\u6210\u679c\u90fd\u662f\u4e09\u4eba\u5171\u540c\u667a\u6167\u7684\u7ed3\u6676\uff08\u5f53\u7136\u8fd8\u6709\u5176\u4ed6\u5408\u4f5c\u8005\uff09\uff0c\u6211\u4eec\u4e0b\u9762\u5c06\u5176\u653e\u5728\u4e00\u8d77\u4ecb\u7ecd\u3002<\/section>\n<section><\/section>\n<section>\u9996\u5148\u5fc5\u987b\u63d0\u5230\u7684\u5c31\u662f\u8fd9\u7bc7\u8bba\u6587\uff1a<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-a928f8c3c12f9c3ea678b3b2e715c536.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-a928f8c3c12f9c3ea678b3b2e715c536.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aAn Image is Worth 16&#215;16 Words: Transformers for Image Recognition at Scale<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2010.11929<\/section>\n<\/li>\n<li>\n<section>\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/github.com\/google-research\/vision_transformer<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u8fd9\u7bc7\u5c31\u662f\u5927\u540d\u9f0e\u9f0e\u7684 Vision Transformer\uff08ViT\uff09\u8bba\u6587\uff0c\u5176\u4e2d\u63d0\u51fa\u53ef\u4ee5\u4f7f\u7528 Transformer \u6765\u5927\u89c4\u6a21\u5730\u751f\u6210\u56fe\u50cf\uff0c\u673a\u5668\u4e4b\u5fc3\u4e5f\u66fe\u505a\u8fc7\u62a5\u9053\uff0c\u53c2\u9605\u300a<a data-itemshowtype=\"0\" data-linktype=\"2\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA3MzI4MjgzMw==&amp;mid=2650798990&amp;idx=1&amp;sn=a38ee3e1b9260b37a332c94ba5ebdff8&amp;scene=21#wechat_redirect\" target=\"_blank\">NLP\/CV \u6a21\u578b\u8de8\u754c\u8fdb\u884c\u5230\u5e95\uff0c\u89c6\u89c9 Transformer \u8981\u8d76\u8d85 CNN?<\/a>\u300b\u3002\u76ee\u524d\uff0c\u8fd9\u7bc7\u8bba\u6587\u7684\u5f15\u7528\u91cf\u5df2\u7ecf\u63a5\u8fd1 5 \u4e07\uff0c\u8fd9\u4e09\u4f4d\u7814\u7a76\u8005\u5747\u662f\u5171\u540c\u6280\u672f\u4e00\u4f5c\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-b4c7a933baf8b2e334c3b1cfdc0549d7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-b4c7a933baf8b2e334c3b1cfdc0549d7.png\"><\/a><\/section>\n<section>\u6b64\u540e\uff0c\u4ed6\u4eec\u8fd8\u7814\u7a76\u4e86 ViT \u7684 Scaling Law\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-9ce8b6edae83e6d7e25557fa013fe37a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-9ce8b6edae83e6d7e25557fa013fe37a.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aScaling Vision Transformers<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2106.04560<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u901a\u8fc7\u6269\u5927\u548c\u7f29\u5c0f ViT \u6a21\u578b\u548c\u6570\u636e\u7684\u89c4\u6a21\uff0c\u4ed6\u4eec\u7814\u7a76\u4e86\u9519\u8bef\u7387\u3001\u6570\u636e\u548c\u8ba1\u7b97\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u5728\u6b64\u8fc7\u7a0b\u4e2d\uff0c\u4ed6\u4eec\u8fd8\u5bf9 ViT \u7684\u67b6\u6784\u548c\u8bad\u7ec3\u8fdb\u884c\u4e86\u6539\u8fdb\uff0c\u51cf\u5c11\u4e86\u5185\u5b58\u6d88\u8017\u5e76\u63d0\u9ad8\u4e86\u751f\u6210\u6a21\u578b\u7684\u51c6\u786e\u6027\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-973b3d61ec995b8e14d5595220022a1d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-973b3d61ec995b8e14d5595220022a1d.png\"><\/a><\/section>\n<section>\u53e6\u5916\uff0c\u4ed6\u4eec\u4e5f\u4e3a ViT \u5f00\u53d1\u4e86\u4e00\u4e9b\u6539\u8fdb\u7248\u672c\uff0c\u5bf9\u5176\u6027\u80fd\u6216\u6548\u7387\u7b49\u4e0d\u540c\u65b9\u9762\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u6bd4\u5982\u80fd\u9002\u5e94\u4e0d\u540c\u56fe\u5757\u5927\u5c0f\u7684 FlexiViT\uff0c\u53c2\u9605\u8bba\u6587\u300aFlexiViT: One Model for All Patch Sizes\u300b\u3002<\/section>\n<section><\/section>\n<section>\u4ed6\u4eec\u4e5f\u63a2\u7d22\u4e86\u53e6\u4e00\u4e9b\u67b6\u6784\u521b\u65b0\uff0c\u6bd4\u5982\u4ed6\u4eec\u5728\u8bba\u6587\u300aMLP-Mixer: An all-MLP Architecture for Vision\u300b\u4e2d\u63d0\u51fa\u4e86\u4e00\u79cd\u7528\u4e8e\u89c6\u89c9\u4efb\u52a1\u7684\u7eaf MLP \u67b6\u6784 MLP-Mixer\uff1b\u5728\u8bba\u6587\u300aBig Transfer (BiT): General Visual Representation Learning\u300b\u4e2d\uff0c\u4ed6\u4eec\u91cd\u65b0\u5ba1\u89c6\u4e86\u5728\u5927\u578b\u76d1\u7763\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u9884\u8bad\u7ec3\u5e76\u5728\u76ee\u6807\u4efb\u52a1\u4e0a\u5fae\u8c03\u6a21\u578b\u7684\u8303\u5f0f\uff0c\u5e76\u901a\u8fc7\u6269\u5927\u4e86\u9884\u8bad\u7ec3\u7684\u89c4\u6a21\u63d0\u51fa\u4e86\u6240\u8c13\u7684 Big Transfer \u65b9\u6848\u3002<\/section>\n<section><\/section>\n<section>\u4ed6\u4eec\u4e5f\u5f00\u53d1\u4e86\u4e00\u4e9b\u5728\u5f53\u65f6\u90fd\u8fbe\u5230\u4e86 SOTA \u7684\u5f00\u53d1\u6a21\u578b\uff0c\u6bd4\u5982 PaliGemma\uff0c\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e SigLIP-So400m \u89c6\u89c9\u7f16\u7801\u5668\u548c Gemma-2B \u8bed\u8a00\u6a21\u578b\u7684\u5f00\u653e\u5f0f\u89c6\u89c9\u8bed\u8a00\u6a21\u578b (VLM)\uff0c\u5176\u5728\u540c\u7b49\u89c4\u6a21\u4e0b\u7684\u8868\u73b0\u975e\u5e38\u51fa\u8272\u3002\u800c\u5728\u8bba\u6587\u300aSigmoid Loss for Language Image Pre-Training\u300b\u4e2d\uff0c\u4ed6\u4eec\u4ec5\u4f7f\u7528 4 \u5757 TPUv4 \u82af\u7247\uff0c\u5728 2 \u5929\u65f6\u95f4\u5185\u5c31\u8bad\u7ec3\u51fa\u4e86\u4e00\u4e2a\u5728 ImageNet \u4e0a\u5b9e\u73b0\u4e86 84.5% \u7684\u96f6\u6837\u672c\u51c6\u786e\u5ea6\u7684\u6a21\u578b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-5f6f4db4777ab6aeaca7b22cae8d4f0c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-5f6f4db4777ab6aeaca7b22cae8d4f0c.png\"><\/a><\/section>\n<section>\u4ed6\u4eec\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u65b9\u9762\u7684\u5f88\u591a\u7814\u7a76\u6210\u679c\u90fd\u7edf\u4e00\u5728\u4e86 Google \u7684 Big Vision \u9879\u76ee\u4e2d\uff0c\u53c2\u9605\u00a0https:\/\/github.com\/google-research\/big_vision<\/section>\n<section><\/section>\n<section>\u4ed6\u4eec\u8fd1\u671f\u7684\u7814\u7a76\u91cd\u5fc3\u662f\u7edf\u4e00\u3001\u7b80\u5316\u548c\u6269\u5c55\u591a\u6a21\u6001\u6df1\u5ea6\u5b66\u4e60\uff0c\u6bd4\u5982\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>UViM: A Unified Modeling Approach for Vision with Learned Guiding Codes\uff0c\u8be5\u8bba\u6587\u63d0\u51fa\u4e86\u4e00\u79cd\u5efa\u6a21\u591a\u6837\u5316\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\u7684\u7edf\u4e00\u65b9\u6cd5\u3002\u8be5\u65b9\u6cd5\u901a\u8fc7\u7ec4\u5408\u4f7f\u7528\u4e00\u4e2a\u57fa\u7840\u6a21\u578b\u548c\u4e00\u4e2a\u8bed\u8a00\u6a21\u578b\u5b9e\u73b0\u4e86\u4e92\u76f8\u589e\u76ca\uff0c\u4ece\u800c\u5728\u5168\u666f\u5206\u5272\u3001\u6df1\u5ea6\u9884\u6d4b\u548c\u56fe\u50cf\u7740\u8272\u4e0a\u53d6\u5f97\u4e86\u4e0d\u9519\u7684\u6548\u679c\u3002<\/section>\n<\/li>\n<li>\n<section>Tuning computer vision models with task rewards\uff0c\u8fd9\u9879\u7814\u7a76\u5c55\u793a\u4e86\u5f3a\u5316\u5b66\u4e60\u5728\u591a\u79cd\u8ba1\u7b97\u673a\u89c6\u89c9\u4efb\u52a1\u4e0a\u7684\u6709\u6548\u6027\uff0c\u4e3a\u591a\u6a21\u6001\u6a21\u578b\u7684\u5bf9\u9f50\u7814\u7a76\u505a\u51fa\u4e86\u8d21\u732e\u3002<\/section>\n<\/li>\n<li>\n<section>JetFormer: An Autoregressive Generative Model of Raw Images and Text\uff0c\u8fd9\u662f\u4e0a\u4e2a\u6708\u5e95\u624d\u521a\u521a\u53d1\u5e03\u7684\u65b0\u7814\u7a76\u6210\u679c\uff0c\u5176\u4e2d\u63d0\u51fa\u4e86\u4e00\u79cd\u521b\u65b0\u7684\u7aef\u5230\u7aef\u591a\u6a21\u6001\u751f\u6210\u6a21\u578b\uff0c\u901a\u8fc7\u7ed3\u5408\u5f52\u4e00\u5316\u6d41\u548c\u81ea\u56de\u5f52 Transformer\uff0c\u4ee5\u53ca\u65b0\u7684\u566a\u58f0\u8bfe\u7a0b\u5b66\u4e60\u65b9\u6cd5\uff0c\u5b9e\u73b0\u4e86\u65e0\u9700\u9884\u8bad\u7ec3\u7ec4\u4ef6\u7684\u9ad8\u8d28\u91cf\u56fe\u50cf\u548c\u6587\u672c\u8054\u5408\u751f\u6210\uff0c\u5e76\u53d6\u5f97\u4e86\u53ef\u4e0e\u73b0\u6709\u65b9\u6cd5\u7ade\u4e89\u7684\u6027\u80fd\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u5f53\u7136\uff0c\u8fd9\u4e09\u4f4d\u7814\u7a76\u8005\u591a\u5e74\u7684\u7814\u7a76\u6210\u679c\u8fdc\u4e0d\u53ea\u8fd9\u4e9b\uff0c\u66f4\u591a\u6210\u679c\u8bf7\u8bbf\u95ee\u4ed6\u4eec\u5404\u81ea\u7684\u4e3b\u9875\u3002<\/section>\n<section><\/section>\n<section>\u770b\u6765\uff0cOpenAI \u8fd9\u6b21\u662f\u771f\u6316\u5230\u5b9d\u4e86\uff0c\u96be\u602a\u6709\u4eba\u8bf4\u8c37\u6b4c\u5931\u53bb\u8fd9\u4e09\u4f4d\u4eba\u624d\u4f1a\u662f\u4e00\u4e2a\u6218\u7565\u5931\u8bef\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-05f201f581b9bdcafc09e8925da546f2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-05f201f581b9bdcafc09e8925da546f2.png\"><\/a><\/section>\n<section><em><sup>\u53c2\u8003\u94fe\u63a5\uff1a<\/sup><\/em><\/section>\n<section><sup><em>https:\/\/www.wired.com\/story\/openai-hires-deepmind-zurich\/<\/em><\/sup><\/section>\n<section><em><sup>https:\/\/x.com\/XiaohuaZhai\/status\/1864175652624097366<\/sup><\/em><\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-12-05\" target=\"_blank\">\u521a\u521a\uff0c\u4e09\u540d\u8c37\u6b4cVision Transformer\u4f5c\u8005\u5b98\u5ba3\u52a0\u5165OpenAI<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u521a\u521a\uff0c\u4e09\u540d\u8c37\u6b4cVisi 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