{"id":125,"date":"2025-08-15T16:41:48","date_gmt":"2025-08-15T08:41:48","guid":{"rendered":"https:\/\/alyname.top\/index.php\/2025\/08\/15\/3dgen-triplane-latent-diffusion-for-textured-mesh-generation\/"},"modified":"2025-08-15T16:43:18","modified_gmt":"2025-08-15T08:43:18","slug":"3dgen-triplane-latent-diffusion-for-textured-mesh-generation","status":"publish","type":"post","link":"https:\/\/alyname.top\/index.php\/2025\/08\/15\/3dgen-triplane-latent-diffusion-for-textured-mesh-generation\/","title":{"rendered":"\u7b14\u8bb0 &#8211; 3DGen &#8211; Triplane Latent Diffusion for Textured Mesh Generation"},"content":{"rendered":"<p>\u57fa\u4e8e Diffusion \u7684 3D \u751f\u6210\u65b9\u5f0f\uff01<\/p>\n<p><a href=\"https:\/\/arxiv.org\/abs\/2303.05371\">[2303.05371] 3DGen: Triplane Latent Diffusion for Textured Mesh Generation<\/a>\uff082023 \u5e74 3 \u6708\uff09<\/p>\n<hr>\n<h5>\u5e72\u4e86\u5565\uff1f<\/h5>\n<p><img decoding=\"async\" src=\"https:\/\/alyname.top\/wp-content\/uploads\/2025\/08\/Pasted-image-20250810194401.png\" alt=\"Pasted image 20250810194401.png\"><br \/>\n3DGen \u4e0e\u5176\u8bf4\u521b\u65b0\uff0c\u66f4\u50cf\u662f\u4e00\u4e2a\u5bf9\u524d\u4eba\u5de5\u4f5c\u7684\u7ec4\u5408\u3002\u5305\u542b\u4ee5\u4e0b\u8981\u7d20\uff1a<\/p>\n<ul>\n<li>\u7528 Triplane \u4f5c\u4e3a 3D \u6a21\u578b\u7684\u9690\u5f0f\u8868\u793a\uff1b<\/li>\n<li>\u8bad\u7ec3\u4e00\u4e2a VAE\uff0c\u5176\n<ul>\n<li>Encoder \u628a\u8f93\u5165\u7684\u70b9\u4e91\u53d8\u6210 Triplane \u7279\u5f81\uff1b<\/li>\n<li>Decoder \u628a Triplane \u53d8\u6210 Mesh\uff0c\u65b9\u6cd5\u662f\u5bf9\u7a7a\u95f4\u4e2d\u6bcf\u4e2a\u683c\u70b9\u67e5\u8be2\u7279\u5f81\uff0c\u5229\u7528 DmTet \u8f6c\u5316\u4e3a Mesh\uff1b<\/li>\n<\/ul>\n<\/li>\n<li>\u8bad\u7ec3\u4e00\u4e2a Diffusion \u6a21\u578b\uff0c\u57fa\u4e8e\u8f93\u5165\u7684\u6761\u4ef6\u628a\u968f\u673a Gaussian \u566a\u58f0\u53d8\u4e3a\u6307\u5b9a Triplane\u3002<\/li>\n<\/ul>\n<p>\u6b64\u5916\u8fd8\u53ef\u4ee5\u8ba9\u751f\u6210\u7684\u7269\u4f53\u5e26\u7eb9\u7406\uff0c\u65b9\u6cd5\u662f\u8bad\u7ec3 VAE \u7684\u65f6\u5019\u8ba9\u70b9\u4e91\u5e26\u989c\u8272\u4fe1\u606f\uff0c\u7136\u540e\u7c7b\u4f3c\u8bad\u7ec3 Diffusion \u6a21\u578b\u3002<\/p>\n<blockquote>\n<p>\u53ef\u4ee5\u770b\u51fa\u8fd9\u5c31\u50cf\u662f\u4e00\u4e2a 3D \u7248\u672c\u7684 LDM\uff08Stable Diffusion\uff09\u3002<\/p>\n<\/blockquote>\n<p>\u8bba\u6587\u65b9\u6cd5\u5c31 1 \u9875\u4e0d\u5230\u3002\u5269\u4e0b\u5168\u662f\u5b9e\u9a8c\u548c\u5404\u79cd\u7ec6\u8282\u4e86\u3002\u636e\u8bf4\u53ef\u4ee5\u5355\u5361\u8dd1\u751f\u6210\u3002\u5230\u65f6\u5019\u8bd5\u8bd5\u3002<\/p>\n<p>TODO<\/p>\n<div class=\"clearfix\"><\/div>","protected":false},"excerpt":{"rendered":"<p>\u57fa\u4e8e Diffusion \u7684 3D \u751f\u6210\u65b9\u5f0f\uff01 [2303.05371] 3DGen: Triplane La [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[],"class_list":["post-125","post","type-post","status-publish","format-standard","hentry","category-research"],"_links":{"self":[{"href":"https:\/\/alyname.top\/index.php\/wp-json\/wp\/v2\/posts\/125","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alyname.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/alyname.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/alyname.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/alyname.top\/index.php\/wp-json\/wp\/v2\/comments?post=125"}],"version-history":[{"count":1,"href":"https:\/\/alyname.top\/index.php\/wp-json\/wp\/v2\/posts\/125\/revisions"}],"predecessor-version":[{"id":131,"href":"https:\/\/alyname.top\/index.php\/wp-json\/wp\/v2\/posts\/125\/revisions\/131"}],"wp:attachment":[{"href":"https:\/\/alyname.top\/index.php\/wp-json\/wp\/v2\/media?parent=125"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alyname.top\/index.php\/wp-json\/wp\/v2\/categories?post=125"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alyname.top\/index.php\/wp-json\/wp\/v2\/tags?post=125"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}