{"id":34662,"date":"2024-12-10T17:57:02","date_gmt":"2024-12-10T09:57:02","guid":{"rendered":"https:\/\/17aitech.com\/?p=34662"},"modified":"2024-12-10T17:57:02","modified_gmt":"2024-12-10T09:57:02","slug":"%e7%88%86%e7%81%ab%e5%85%8d%e8%b4%b9%e4%b9%a6%e3%80%8a%e6%b7%b1%e5%85%a5%e7%90%86%e8%a7%a3%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%e3%80%8b%e7%bb%88%e4%ba%8e%e5%87%ba%e4%b8%ad%e6%96%87%e7%89%88%e4%ba%86","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=34662","title":{"rendered":"\u7206\u706b\u514d\u8d39\u4e66\u300a\u6df1\u5165\u7406\u89e3\u6df1\u5ea6\u5b66\u4e60\u300b\u7ec8\u4e8e\u51fa\u4e2d\u6587\u7248\u4e86"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-07-22-13\" target=\"_blank\">\u7206\u706b\u514d\u8d39\u4e66\u300a\u6df1\u5165\u7406\u89e3\u6df1\u5ea6\u5b66\u4e60\u300b\u7ec8\u4e8e\u51fa\u4e2d\u6587\u7248\u4e86<\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"22\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\u8fd9\u53ef\u80fd\u662f\u5f53\u4eca\u6700\u5168\u9762\u3001\u6700\u65b0\u7684<mark data-type=\"tech_methods\" data-id=\"01946acc-d031-4c0e-909c-f062643b7273\">\u6df1\u5ea6\u5b66\u4e60<\/mark>\u6982\u8ff0\u4e4b\u4e00\u3002<\/section>\n<\/section>\n<\/blockquote>\n<p>\u7206\u706b\u7684<mark data-type=\"tech_methods\" data-id=\"01946acc-d031-4c0e-909c-f062643b7273\">\u6df1\u5ea6\u5b66\u4e60<\/mark>\u9886\u57df\uff0c\u6700\u8fd1\u53c8\u6709\u4e86\u70ed\u95e8\u5b66\u4e60\u8d44\u6599\u3002<\/p>\n<p>\u8fd1\u65e5\uff0c\u9ebb\u7701\u7406\u5de5\u51fa\u7248\u793e\u7684\u65b0\u4e66\u300aUnderstanding Deep Learning\u300b\uff08\u6df1\u5165\u7406\u89e3<mark data-type=\"tech_methods\" data-id=\"01946acc-d031-4c0e-909c-f062643b7273\">\u6df1\u5ea6\u5b66\u4e60<\/mark>\uff09\u8fce\u6765\u4e86\u4e2d\u6587\u7248\u3002<\/p>\n<p><a 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data-type=\"tech_methods\" data-id=\"d92a1cda-8e30-4199-9678-2d8c6c17d736\">\u751f\u6210\u6a21\u578b<\/mark>\u548c<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark>\u3002\u5012\u6570\u7b2c\u4e8c\u7ae0\u63a2\u8ba8\u4e86\u8fd9\u4e9b\u4ee5\u53ca\u5176\u4ed6\u5c1a\u672a\u5b8c\u5168\u7406\u89e3\u7684\u65b9\u9762\u3002\u6700\u540e\u4e00\u7ae0\u8ba8\u8bba\u4e86 AI \u4f26\u7406\u3002<\/p>\n<p><strong>\u76ee\u5f55<\/strong><\/p>\n<p>\u7b2c\u4e00\u7ae0 &#8211; Introduction \u4ecb\u7ecd<\/p>\n<p>\u7b2c\u4e8c\u7ae0 &#8211; Supervised learning <mark data-type=\"tech_methods\" data-id=\"94fdbfed-9ebb-491b-b54e-9c2aae512f70\">\u76d1\u7763\u5b66\u4e60<\/mark><\/p>\n<p>\u7b2c\u4e09\u7ae0 &#8211; Shallow neural networks \u6d45\u5c42<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark><\/p>\n<p>\u7b2c\u56db\u7ae0 &#8211; Deep neural networks \u6df1\u5ea6<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark><\/p>\n<p>\u7b2c\u4e94\u7ae0 &#8211; Loss functions <mark data-type=\"concepts\" data-id=\"4c38563a-2d9b-439e-bfb4-21d209eeff3e\">\u635f\u5931\u51fd\u6570<\/mark><\/p>\n<p>\u7b2c\u516d\u7ae0 &#8211; Fitting models \u8bad\u7ec3\u6a21\u578b<\/p>\n<p>\u7b2c\u4e03\u7ae0 &#8211; Gradients and initialization \u68af\u5ea6\u548c\u521d\u59cb\u5316<\/p>\n<p>\u7b2c\u516b\u7ae0 &#8211; Measuring performance \u6027\u80fd\u8bc4\u4f30<\/p>\n<p>\u7b2c\u4e5d\u7ae0 &#8211; Regularization <mark data-type=\"concepts\" data-id=\"c51052b5-4cd8-4df0-99bb-5aa643c2f027\">\u6b63\u5219\u5316<\/mark><\/p>\n<p>\u7b2c\u5341\u7ae0 &#8211; Convolutional networks\u00a0\u5377\u79ef\u7f51\u7edc<\/p>\n<p>\u7b2c\u5341\u4e00\u7ae0 &#8211; Residual networks \u6b8b\u5dee\u7f51\u7edc<\/p>\n<p>\u7b2c\u5341\u4e8c\u7ae0 &#8211; Transformers<\/p>\n<p>\u7b2c\u5341\u4e09\u7ae0 &#8211; Graph neural networks <mark data-type=\"tech_methods\" data-id=\"c39cf57b-df95-4c9e-9a8a-0d8ea330d625\">\u56fe<mark data-type=\"tech_methods\" data-id=\"72b0bcc0-d8f9-4edd-919f-fa7c2560388c\">\u795e\u7ecf\u7f51\u7edc<\/mark><\/mark><\/p>\n<p>\u7b2c\u5341\u56db\u7ae0 &#8211; Unsupervised learning \u65e0<mark data-type=\"tech_methods\" data-id=\"94fdbfed-9ebb-491b-b54e-9c2aae512f70\">\u76d1\u7763\u5b66\u4e60<\/mark><\/p>\n<p>\u7b2c\u5341\u4e94\u7ae0 &#8211; Generative adversarial networks <mark data-type=\"tech_tasks\" data-id=\"d8e9b7d5-cd62-415a-8a1f-03328af9b808\">\u751f\u6210\u5bf9\u6297<\/mark>\u7f51\u7edc<\/p>\n<p>\u7b2c\u5341\u516d\u7ae0 &#8211; Normalizing flows \u6807\u51c6\u5316\u6d41<\/p>\n<p>\u7b2c\u5341\u4e03\u7ae0 &#8211; Variational autoencoders <mark data-type=\"tech_methods\" data-id=\"2970d5b8-08e6-4be6-8bd2-712a3435549b\">\u53d8\u5206\u81ea\u7f16\u7801\u5668<\/mark><\/p>\n<p>\u7b2c\u5341\u516b\u7ae0 &#8211; Diffusion models \u6269\u6563\u6a21\u578b<\/p>\n<p>\u7b2c\u5341\u4e5d\u7ae0 &#8211; Deep reinforcement learning \u6df1\u5ea6<mark data-type=\"tech_methods\" data-id=\"ee1a8f69-3170-4ddf-b2b6-47d91c844425\">\u5f3a\u5316\u5b66\u4e60<\/mark><\/p>\n<p>\u7b2c\u4e8c\u5341\u7ae0 &#8211; Why does deep learning work? \u4e3a\u4ec0\u4e48<mark data-type=\"tech_methods\" data-id=\"01946acc-d031-4c0e-909c-f062643b7273\">\u6df1\u5ea6\u5b66\u4e60<\/mark>\u6709\u6548\uff1f<\/p>\n<p>\u7b2c\u4e8c\u5341\u4e00\u7ae0 &#8211; Deep learning and ethics <mark data-type=\"tech_methods\" data-id=\"01946acc-d031-4c0e-909c-f062643b7273\">\u6df1\u5ea6\u5b66\u4e60<\/mark>\u4e0e\u4f26\u7406<\/p>\n<p><strong>\u4f5c\u8005\u4ecb\u7ecd<\/strong><\/p>\n<p>\u300a\u6df1\u5165\u7406\u89e3<mark data-type=\"tech_methods\" data-id=\"01946acc-d031-4c0e-909c-f062643b7273\">\u6df1\u5ea6\u5b66\u4e60<\/mark>\u300b\u7684\u4f5c\u8005\u662f\u82f1\u56fd\u5df4\u65af\u5927\u5b66\uff08University of Bath\uff09\u8ba1\u7b97\u673a\u79d1\u5b66\u6559\u6388 Simon J.D. Prince\uff0c\u4ed6\u4e13\u6ce8\u4e8e\u7814\u7a76<mark data-type=\"tech_tasks\" data-id=\"6e614199-9e49-450e-9078-61fb2b122da9\">\u8ba1\u7b97\u673a\u89c6\u89c9<\/mark>\u548c<mark data-type=\"tech_tasks\" data-id=\"0f150f53-9268-40ff-9095-c37f54a83887\">\u8ba1\u7b97\u673a\u56fe\u5f62<\/mark>\u5b66\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-b9896770c626de7ff590cf3ca0c270fe.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-b9896770c626de7ff590cf3ca0c270fe.png\"><\/a><\/p>\n<p>\u9886\u82f1\u8d44\u6599\u663e\u793a\uff0cSimon J.D. Prince \u5341\u51e0\u5e74\u6765\u4e00\u76f4\u5728\u7814\u7a76\u673a\u6784\u4ece\u4e8b\u8ba1\u7b97\u673a\u79d1\u5b66\u548c AI \u7814\u7a76\u5de5\u4f5c\uff0c\u4f8b\u5982\u66fe\u5728\u8f6f\u4ef6\u5f00\u53d1\u516c\u53f8 Anthropics Technology \u62c5\u4efb 7 \u5e74\u9996\u5e2d\u79d1\u5b66\u5bb6\u30022022 \u5e74\uff0c\u4ed6\u52a0\u5165\u5df4\u65af\u5927\u5b66\u4efb\u540d\u8a89\u6559\u6388\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-387dc21e1005842869bd2dff7e43c977.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-387dc21e1005842869bd2dff7e43c977.png\"><\/a><\/p>\n<p>Simon J.D. Prince \u5df2\u5728\u9876\u7ea7\u4f1a\u8bae\uff08CVPR\u3001ICCV\u3001SIGGRAPH \u7b49\uff09\u4e0a\u53d1\u8868\u8d85\u8fc7 50 \u7bc7\u8bba\u6587\u3002\u4ed6\u8fd8\u662f\u300a<mark data-type=\"tech_tasks\" data-id=\"6e614199-9e49-450e-9078-61fb2b122da9\">\u8ba1\u7b97\u673a\u89c6\u89c9<\/mark>\uff1a\u6a21\u578b\u3001\u5b66\u4e60\u548c\u63a8\u7406\u300b\u7684\u4f5c\u8005\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-462197ca72e2180b09ac9811d0ce4edb.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/07\/frc-462197ca72e2180b09ac9811d0ce4edb.png\"><\/a><\/p>\n<p><sup>\u53c2\u8003\u94fe\u63a5\uff1a<\/sup><\/p>\n<p><em><sup>https:\/\/x.com\/tuturetom\/status\/1814689613304508777<\/sup><\/em><\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-07-22-13\" target=\"_blank\">\u7206\u706b\u514d\u8d39\u4e66\u300a\u6df1\u5165\u7406\u89e3\u6df1\u5ea6\u5b66\u4e60\u300b\u7ec8\u4e8e\u51fa\u4e2d\u6587\u7248\u4e86<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u7206\u706b\u514d\u8d39\u4e66\u300a\u6df1\u5165\u7406\u89e3\u6df1 [&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 center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[63,65,66],"class_list":["post-34662","post","type-post","status-publish","format-standard","hentry","category-news","tag-63","tag-65","tag-66"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - 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