{"id":4455,"date":"2023-06-07T14:55:58","date_gmt":"2023-06-07T06:55:58","guid":{"rendered":"https:\/\/aibackup.com\/?p=4455"},"modified":"2023-06-07T14:58:53","modified_gmt":"2023-06-07T06:58:53","slug":"emergent-correspondence-from-image-diffusion","status":"publish","type":"post","link":"https:\/\/aibackup.com\/news\/emergent-correspondence-from-image-diffusion\/","title":{"rendered":"\u56fe\u50cf\u6269\u6563\u4e2d\u7684\u65b0\u5174\u5bf9\u5e94\u5173\u7cfb\uff1a\u4e00\u79cd\u65e0\u76d1\u7763\u7684\u56fe\u50cf\u7279\u5f81\u63d0\u53d6\u65b9\u6cd5"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4455\" class=\"elementor elementor-4455\">\n\t\t\t\t\t\t<section class=\"penci-section penci-disSticky penci-structure-10 elementor-section elementor-top-section elementor-element elementor-element-eea721b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"eea721b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"penci-ercol-100 penci-ercol-order-1 penci-sticky-ct    elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ee76fca\" data-id=\"ee76fca\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0852516 elementor-widget elementor-widget-image\" data-id=\"0852516\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.19.0 - 07-02-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"513\" src=\"https:\/\/aibackup.com\/wp-content\/uploads\/2023\/06\/homography-1024x513.jpeg\" class=\"attachment-large size-large wp-image-4458\" alt=\"\" srcset=\"https:\/\/aibackup.com\/wp-content\/uploads\/2023\/06\/homography-1024x513.jpeg 1024w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/06\/homography-300x150.jpeg 300w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/06\/homography-768x384.jpeg 768w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/06\/homography-1536x769.jpeg 1536w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/06\/homography-2048x1025.jpeg 2048w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/06\/homography-1920x961.jpeg 1920w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/06\/homography-1170x586.jpeg 1170w, https:\/\/aibackup.com\/wp-content\/uploads\/2023\/06\/homography-585x293.jpeg 585w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"penci-section penci-disSticky penci-structure-10 elementor-section elementor-top-section elementor-element elementor-element-806373b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"806373b\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"penci-ercol-100 penci-ercol-order-1 penci-sticky-ct    elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-eaddc8e\" data-id=\"eaddc8e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-29af3c1 elementor-widget elementor-widget-text-editor\" data-id=\"29af3c1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.19.0 - 07-02-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><strong>\u56fe\u50cf\u6269\u6563\u4e2d\u7684\u65b0\u5174\u5bf9\u5e94\u5173\u7cfb<\/strong>\u662f\u7531\u5eb7\u5948\u5c14\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u63d0\u51fa\u7684\u4e00\u79cd\u65b0\u578b\u56fe\u50cf\u7279\u5f81\u63d0\u53d6\u65b9\u6cd5\uff0c\u540d\u4e3a<strong>DIffusion 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class=\"penci-section penci-disSticky penci-structure-10 elementor-section elementor-top-section elementor-element elementor-element-c5d3c40 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c5d3c40\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"penci-ercol-100 penci-ercol-order-1 penci-sticky-ct    elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0a35cf5\" data-id=\"0a35cf5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4cb4487 elementor-widget elementor-widget-video\" data-id=\"4cb4487\" data-element_type=\"widget\" data-settings=\"{&quot;video_type&quot;:&quot;hosted&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.19.0 - 07-02-2024 *\/\n.elementor-widget-video .elementor-widget-container{overflow:hidden;transform:translateZ(0)}.elementor-widget-video .elementor-wrapper{aspect-ratio:var(--video-aspect-ratio)}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{height:100%;width:100%;display:flex;border:none;background-color:#000}@supports not (aspect-ratio:1\/1){.elementor-widget-video .elementor-wrapper{position:relative;overflow:hidden;height:0;padding-bottom:calc(100% \/ var(--video-aspect-ratio))}.elementor-widget-video .elementor-wrapper iframe,.elementor-widget-video .elementor-wrapper video{position:absolute;top:0;right:0;bottom:0;left:0}}.elementor-widget-video .elementor-open-inline 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.elementor-video{-o-object-fit:cover;object-fit:cover}.e-con-inner>.elementor-widget-video,.e-con>.elementor-widget-video{width:var(--container-widget-width);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"e-hosted-video elementor-wrapper elementor-open-inline\">\n\t\t\t\t\t<video class=\"elementor-video\" src=\"https:\/\/aibackup.com\/wp-content\/uploads\/2023\/06\/teaser_video_0_compressed.mp4\" autoplay=\"\" controls=\"\" controlsList=\"nodownload\"><\/video>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d4d289f elementor-widget elementor-widget-text-editor\" data-id=\"d4d289f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>\u7279\u522b\u662f\u5728\u8bed\u4e49\u5bf9\u5e94\u5173\u7cfb\u65b9\u9762\uff0c\u7a33\u5b9a\u6269\u6563\u7684DIFT\u80fd\u591f\u5728SPair-71k\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c\u6bd4DINO\u548cOpenCLIP\u5206\u522b\u9ad8\u51fa19\u548c14\u4e2a\u51c6\u786e\u5ea6\u70b9\u3002\u5b83\u751a\u81f3\u572818\u4e2a\u7c7b\u522b\u4e2d\u76849\u4e2a\u7c7b\u522b\u4e0a\uff0c\u8d85\u8d8a\u4e86\u6700\u5148\u8fdb\u7684\u76d1\u7763\u65b9\u6cd5\uff0c\u540c\u65f6\u5728\u6574\u4f53\u6027\u80fd\u4e0a\u4fdd\u6301\u4e86\u4e0e\u8fd9\u4e9b\u65b9\u6cd5\u7684\u5e73\u884c\u3002<\/p><p>DIFT\u8fd8\u63d0\u4f9b\u4e86\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684\u6f14\u793a\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u81ea\u5df1\u7684\u56fe\u50cf\u4e0a\u8bd5\u9a8c\u8fd9\u79cd\u8bed\u4e49\u5bf9\u5e94\u5173\u7cfb\u3002\u7528\u6237\u53ef\u4ee5\u5728\u6e90\u56fe\u50cf\u4e0a\u70b9\u51fb\u4e00\u4e2a\u6709\u8da3\u7684\u70b9\uff0c\u7136\u540e\u57281\u62162\u79d2\u540e\uff0c\u76ee\u6807\u56fe\u50cf\u4e0a\u7684\u5bf9\u5e94\u70b9\u5c06\u4ee5\u7ea2\u70b9\u7684\u5f62\u5f0f\u663e\u793a\u5728\u53f3\u4fa7\uff0c\u540c\u65f6\u8fd8\u4f1a\u663e\u793a\u4e00\u4e2a\u4f7f\u7528DIFT\u8ba1\u7b97\u7684\u6bcf\u50cf\u7d20\u4f59\u5f26\u8ddd\u79bb\u7684\u70ed\u56fe\u3002<\/p><p>\u9664\u4e86\u8bed\u4e49\u5bf9\u5e94\u5173\u7cfb\uff0cDIFT\u8fd8\u5728\u51e0\u4f55\u5bf9\u5e94\u5173\u7cfb\u548c\u65f6\u95f4\u5bf9\u5e94\u5173\u7cfb\u65b9\u9762\u8868\u73b0\u51fa\u5f3a\u5927\u7684\u6027\u80fd\u3002\u4f8b\u5982\uff0cDIFT\u53ef\u4ee5\u5728\u6ca1\u6709\u4efb\u4f55\u5bf9\u5e94\u76d1\u7763\u7684\u60c5\u51b5\u4e0b\uff0c\u8f7b\u677e\u5730\u5c06\u4e00\u4e2a\u56fe\u50cf\u7684\u7f16\u8f91\u4f20\u64ad\u5230\u5176\u4ed6\u5177\u6709\u8bed\u4e49\u5bf9\u5e94\u5173\u7cfb\u7684\u56fe\u50cf\u4e2d\uff0c\u751a\u81f3\u53ef\u4ee5\u8de8\u8d8a\u4e0d\u540c\u7684\u7c7b\u522b\u548c\u9886\u57df\u3002<\/p><p>\u6709\u5173DIFT\u7684\u66f4\u591a\u4fe1\u606f\u548c\u5b9e\u9645\u5e94\u7528\uff0c\u53ef\u4ee5\u53c2\u8003\u4ee5\u4e0b\u76f8\u5173\u8d44\u6599\uff1a<\/p><ul><li><a href=\"https:\/\/diffusionfeatures.github.io\/\" target=\"_new\">\u9879\u76ee\u4e3b\u9875<\/a><\/li><li><a href=\"https:\/\/arxiv.org\/abs\/2306.03881\" target=\"_new\">\u8bba\u6587\u94fe\u63a5<\/a><\/li><li><a href=\"https:\/\/github.com\/Tsingularity\/dift\" target=\"_new\">GitHub\u4ee3\u7801\u5e93<\/a><\/li><li><a href=\"https:\/\/colab.research.google.com\/drive\/1tUTJ3UJxbqnfvUMvYH5lxcqt0UdUjdq6\" target=\"_new\">Google Colab\u5728\u7ebf\u6f14\u793a<\/a><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u4ecb\u7ecd\u4e86\u4e00\u79cd\u540d\u4e3aDIffusion FeaTures\uff08DIFT\uff09\u7684\u65b0\u578b\u56fe\u50cf\u7279\u5f81\u63d0\u53d6\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u80fd\u591f\u5728\u65e0\u9700\u4efb\u4f55\u663e\u5f0f\u76d1\u7763\u7684\u60c5\u51b5\u4e0b\uff0c\u4ece\u56fe\u50cf\u6269\u6563\u6a21\u578b\u4e2d\u63d0\u53d6\u51fa\u56fe\u50cf\u7684\u5bf9\u5e94\u5173\u7cfb\u3002DIFT\u5728\u8bc6\u522b\u8bed\u4e49\u3001\u51e0\u4f55\u548c\u65f6\u95f4\u5bf9\u5e94\u5173\u7cfb\u65b9\u9762\uff0c\u5747\u4f18\u4e8e\u5f31\u76d1\u7763\u65b9\u6cd5\u548c\u7ade\u4e89\u6027\u7684\u73b0\u6709\u7279\u5f81\u63d0\u53d6\u65b9\u6cd5\u3002<\/p>\n","protected":false},"author":1,"featured_media":4458,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[450,451,135,456,404,454,449,453,452,457,180,199,455],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.0 (Yoast SEO v22.0) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ 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