{"id":37514,"date":"2025-01-30T03:01:05","date_gmt":"2025-01-29T19:01:05","guid":{"rendered":"https:\/\/17aitech.com\/?p=37514"},"modified":"2025-01-30T03:01:05","modified_gmt":"2025-01-29T19:01:05","slug":"%e6%b8%af%e7%a7%91%e5%a4%a7%e5%bc%80%e6%ba%90videovae%ef%bc%8c%e8%a7%86%e9%a2%91%e9%87%8d%e5%bb%ba%e8%b4%a8%e9%87%8f%e5%85%a8%e9%9d%a2%e8%b6%85%e8%b6%8a%e6%9c%80%e6%96%b0%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37514","title":{"rendered":"\u6e2f\u79d1\u5927\u5f00\u6e90VideoVAE+\uff0c\u89c6\u9891\u91cd\u5efa\u8d28\u91cf\u5168\u9762\u8d85\u8d8a\u6700\u65b0\u6a21\u578b"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-12-30-7\" target=\"_blank\">\u6e2f\u79d1\u5927\u5f00\u6e90VideoVAE+\uff0c\u89c6\u9891\u91cd\u5efa\u8d28\u91cf\u5168\u9762\u8d85\u8d8a\u6700\u65b0\u6a21\u578b<\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-370d0c66ffad80a365a2d7b00e0a5ad8.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-370d0c66ffad80a365a2d7b00e0a5ad8.png\"><\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/p>\n<\/section>\n<\/blockquote>\n<section><\/section>\n<section>\u6e2f\u79d1\u5927\u56e2\u961f\u91cd\u78c5\u5f00\u6e90 VideoVAE+\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u5f3a\u5927\u7684\u8de8\u6a21\u6001\u7684\u89c6\u9891\u53d8\u5206\u81ea\u7f16\u7801\u5668\uff08Video VAE\uff09\uff0c\u901a\u8fc7\u63d0\u51fa\u65b0\u7684\u65f6\u7a7a\u5206\u79bb\u7684\u538b\u7f29\u673a\u5236\u548c\u521b\u65b0\u6027\u5f15\u5165\u6587\u672c\u6307\u5bfc\uff0c\u5b9e\u73b0\u4e86\u5bf9\u5927\u5e45\u8fd0\u52a8\u89c6\u9891\u7684\u9ad8\u6548\u538b\u7f29\u4e0e\u7cbe\u51c6\u91cd\u5efa\uff0c\u540c\u65f6\u4fdd\u6301\u5f88\u597d\u7684\u65f6\u95f4\u4e00\u81f4\u6027\u548c\u8fd0\u52a8\u6062\u590d\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-af79302e5a150d17a132e21da4f58d90.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-af79302e5a150d17a132e21da4f58d90.png\"><\/a><\/section>\n<ul>\n<li>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2412.17805<\/p>\n<\/li>\n<li>\n<p>\u4ee3\u7801\u5df2\u5f00\u6e90\uff1ahttps:\/\/github.com\/VideoVerses\/VideoVAEPlus<\/p>\n<\/li>\n<\/ul>\n<section>VideoVAE + \u6a21\u578b\u5927\u5e45\u8d85\u8fc7\u6700\u65b0\u6a21\u578b\u5305\u62ec\u82f1\u4f1f\u8fbe\u5728 2024.11 \u53d1\u5e03\u7684 Cosmos Tokenizer\uff0c\u540c\u65f6\u4e5f\u8d85\u8d8a\u4e00\u4f17\u65b9\u6cd5\u5305\u62ec\u817e\u8baf\u5728 2024.12 \u53d1\u5e03\u7684 Hunyuan Video\uff0cCogvideoX VAE\uff0cWF-VAE\uff0cCV-VAE\uff0cOpen Sora\uff0cOpen Sora Plan, Easy Animate-VAE\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s\/ldL2pfViOXrdZ5k_f6fRFA?token=212908378&amp;lang=zh_CN\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-2db720a387d2bea4527f383b6612f14b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-2db720a387d2bea4527f383b6612f14b.png\"><\/a><\/a><\/section>\n<section><strong>\u4ec0\u4e48\u662f VideoVAE \u6a21\u578b<\/strong><\/section>\n<section><\/section>\n<section>VideoVAE \u6a21\u578b\uff08Video Variational Autoencoder\uff09\u662f\u4e00\u79cd\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u751f\u6210\u6a21\u578b\uff0c\u7528\u4e8e\u5bf9\u89c6\u9891\u6570\u636e\u8fdb\u884c\u538b\u7f29\u3001\u91cd\u5efa\u548c\u751f\u6210\uff0c\u8bb2\u89c6\u9891\u4ece RGB \u50cf\u7d20\u7a7a\u95f4\u6295\u5f71\u5230\u4f4e\u7ef4\u5ea6\u7684 latent \u7a7a\u95f4\u3002\u5e38\u7528\u4e8e\u7ed3\u5408 Diffusion \u751f\u6210\u6a21\u578b\u7ec4\u6210\u4e24\u9636\u6bb5\u7684\u6a21\u578b\u7ed3\u6784\uff1a\u5373\u5148\u901a\u8fc7 VideoVAE \u7684\u7f16\u7801\u5668\uff08Encoder\uff09\u5b9e\u73b0\u538b\u7f29\u6570\u636e\u7ef4\u5ea6\uff0c\u53bb\u9664\u5197\u4f59\u4fe1\u606f\uff0c\u518d\u5728\u4f4e\u7ef4 latent \u7a7a\u95f4\u7528 diffusion \u6a21\u578b\u8fdb\u884c latent \u751f\u6210\uff0c\u6700\u540e\u901a\u8fc7 VideoVAE \u7684\u89e3\u7801\u5668\uff08Decoder\uff09\u5c06 latent \u89e3\u7801\u5230 RGB \u89c6\u9891\uff0c\u4ece\u800c\u5b9e\u73b0\u964d\u4f4e\u8ba1\u7b97\u8d44\u6e90\uff0c\u66f4\u52a0\u9ad8\u6548\u7684\u751f\u6210\u3002<\/section>\n<section><\/section>\n<section><strong>\u76ee\u524d\u65b9\u6cd5<\/strong><\/section>\n<section><\/section>\n<section>\u4e00\u4e9b\u65b9\u6cd5\u76f4\u63a5\u91c7\u7528\u56fe\u50cf VAE \u8fdb\u884c\u9010\u5e27\u538b\u7f29\uff0c\u5ffd\u7565\u4e86\u5e27\u4e0e\u5e27\u4e4b\u95f4\u7684\u65f6\u95f4\u5173\u8054\u6027\uff0c\u5bfc\u81f4\u89c6\u9891\u751f\u6210\u8fc7\u7a0b\u4e2d\u51fa\u73b0\u4e25\u91cd\u7684\u65f6\u5e8f\u95ea\u70c1\u95ee\u9898\u3002\u6b64\u5916\uff0c\u65f6\u95f4\u7ef4\u5ea6\u4e0a\u7684\u5197\u4f59\u4fe1\u606f\u672a\u88ab\u5145\u5206\u538b\u7f29\uff0c\u4f7f\u5f97\u540e\u7eed\u7684\u6269\u6563\u6a21\u578b\u8bad\u7ec3\u6548\u7387\u4f4e\u4e0b\uff0c\u6210\u672c\u9ad8\u6602\u3002<\/section>\n<section><\/section>\n<section>\u53e6\u5916\uff0c\u6700\u8fd1\u5f88\u591a\u65b9\u6cd5\u5f00\u59cb\u4f7f\u7528 VideoVAE\uff0c\u8003\u8651\u65f6\u95f4\u7ef4\u5ea6\uff0c\u4f46\u4ecd\u5b58\u5728\u8bf8\u591a\u95ee\u9898\u3002\u5305\u62ec\u7ec6\u8282\u6a21\u7cca\u548c\u5931\u771f\uff08\u6bd4\u5982\u9762\u90e8\u3001\u624b\u90e8\u3001\u8fb9\u7f18\u548c\u6587\u672c\uff09\uff0c\u4ee5\u53ca\u91cd\u5efa\u5927\u5e45\u8fd0\u52a8\u7684\u89c6\u9891\u65f6\uff0c\u51fa\u73b0\u8fd0\u52a8\u5361\u987f\uff08\u7f3a\u4e4f\u8fde\u8d2f\u53ca\u5408\u7406\u7684\u65f6\u5e8f\u8fc7\u6e21\uff09\u548c\u4f2a\u5f71\u7b49\u95ee\u9898\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-83bfc29d0889af6aaab08048bf70b46d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-83bfc29d0889af6aaab08048bf70b46d.png\"><\/a><\/section>\n<section><em><sup>\u56fe 1\uff1a\u8be5\u7814\u7a76\u5c06\u8be5\u7814\u7a76\u7684\u65b9\u6cd5\u548c\u4e00\u4f17\u4f18\u79c0\u5de5\u4f5c\u5305\u62ec Open Sora Plan, Open Sora, CV-VAE, CogVideoX-VAE, Easy Animate-VAE \u8fdb\u884c\u4e86\u89c6\u89c9\u5bf9\u6bd4\uff0cVideoVAE + \u80fd\u591f\u51c6\u786e\u91cd\u5efa\u5927\u5e45\u8fd0\u52a8\u7684\u89c6\u9891\uff0c\u5e76\u4e14\u6709\u6548\u89e3\u51b3\u4e86\u8fd0\u52a8\u5361\u987f\uff0c\u91cd\u5efa\u6a21\u7cca\uff0c\u7ec6\u8282\u7f3a\u5931\u7b49\u95ee\u9898\u3002<\/sup><\/em><\/section>\n<section><\/section>\n<section><strong>\u65b9\u6cd5<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u4e86\u89e3\u51b3\u4e0a\u8ff0\u95ee\u9898\uff0cVideoVAE + \u63d0\u51fa\u4e86\u4e00\u79cd\u65b0\u7684 cross-modal Video VAE \u67b6\u6784\uff0c\u5176\u8bbe\u8ba1\u7684\u5173\u952e\u70b9\u5305\u62ec\uff1a<\/section>\n<section><\/section>\n<section>1. \u65f6\u7a7a\u5206\u79bb\u7684\u538b\u7f29\u673a\u5236\uff1a\u63d0\u51fa\u4e00\u79cd\u65f6\u5e8f\u611f\u77e5\u7684\u7a7a\u95f4\u538b\u7f29\u65b9\u6cd5\uff0c\u6709\u6548\u5206\u79bb\u7a7a\u95f4\u548c\u65f6\u95f4\u4fe1\u606f\u5904\u7406\uff0c\u907f\u514d\u56e0\u65f6\u7a7a\u8026\u5408\u800c\u5bfc\u81f4\u7684\u8fd0\u52a8\u4f2a\u5f71\u3002<\/section>\n<section><\/section>\n<section>2. \u8f7b\u91cf\u7ea7\u8fd0\u52a8\u538b\u7f29\u6a21\u578b\uff1a\u4e13\u95e8\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u6a21\u578b\u7528\u4e8e\u65f6\u5e8f\u538b\u7f29\uff0c\u9ad8\u6548\u6355\u83b7\u89c6\u9891\u4e2d\u7684\u8fd0\u52a8\u52a8\u6001\u3002<\/section>\n<section><\/section>\n<section>3. \u6587\u672c\u4fe1\u606f\u878d\u5408\uff1a\u5229\u7528\u6587\u672c\u5230\u89c6\u9891\u6570\u636e\u96c6\u4e2d\u7684\u6587\u672c\u4fe1\u606f\u4f5c\u4e3a\u6307\u5bfc\uff0c\u63d0\u9ad8\u89c6\u9891\u7ec6\u8282\u7684\u4fdd\u7559\u80fd\u529b\u548c\u65f6\u95f4\u7a33\u5b9a\u6027\u3002<\/section>\n<section><\/section>\n<section>4. \u56fe\u50cf\u548c\u89c6\u9891\u7684\u8054\u5408\u8bad\u7ec3\uff1a\u901a\u8fc7\u5728\u56fe\u50cf\u548c\u89c6\u9891\u6570\u636e\u4e0a\u7684\u8054\u5408\u8bad\u7ec3\uff0c\u589e\u5f3a\u4e86\u6a21\u578b\u5728\u591a\u4efb\u52a1\u4e0a\u7684\u91cd\u5efa\u6027\u80fd\u548c\u9002\u5e94\u6027\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-2860967e9f06d2d81484ce7d313d4183.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-2860967e9f06d2d81484ce7d313d4183.png\"><\/a><\/section>\n<section>\u6587\u7ae0\u5bf9\u6bd4\u4e86\u4e09\u79cd\u65f6\u7a7a\u5efa\u6a21\u65b9\u6cd5\uff1a\u540c\u6b65\u5efa\u6a21\u3001\u987a\u5e8f\u5efa\u6a21\u4ee5\u53ca\u8be5\u7814\u7a76\u63d0\u51fa\u7684\u6700\u4f18\u65f6\u7a7a\u5efa\u6a21\u65b9\u6848\u3002<\/section>\n<ul>\n<li>\n<p>\u65b9\u5f0f 1 \u540c\u65f6\u5efa\u6a21\uff1a\u901a\u8fc7\u5c06\u9884\u8bad\u7ec3\u7684 2D \u7a7a\u95f4 VAE \u6269\u5c55\u4e3a 3D VAE \u5b9e\u73b0\uff0c\u8fdb\u884c\u65f6\u95f4\u548c\u7a7a\u95f4\u7684\u540c\u6b65\u538b\u7f29\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u65b9\u6cd5\u5728\u6355\u6349\u65f6\u95f4\u52a8\u6001\u65f6\u5bb9\u6613\u5bfc\u81f4\u4fe1\u606f\u6df7\u6dc6\uff0c\u5f71\u54cd\u751f\u6210\u8d28\u91cf\u3002<\/p>\n<\/li>\n<li>\n<p>\u65b9\u5f0f 2 \u987a\u5e8f\u5efa\u6a21\uff1a\u5148\u901a\u8fc7\u7a7a\u95f4\u7f16\u7801\u5668\u538b\u7f29\u7a7a\u95f4\u7ef4\u5ea6\uff0c\u518d\u7528\u65f6\u95f4\u7f16\u7801\u5668\u538b\u7f29\u65f6\u95f4\u4fe1\u606f\u3002\u4f46\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u65f6\u5e8f\u7ec6\u8282\u7684\u5904\u7406\u8f83\u4e3a\u6709\u9650\uff0c\u5bb9\u6613\u51fa\u73b0\u65f6\u5e8f\u4e00\u81f4\u6027\u95ee\u9898\u3002<\/p>\n<\/li>\n<li>\n<p>\u8be5\u7814\u7a76\u7684\u65b9\u6cd5\uff1a\u8be5\u7814\u7a76\u7ed3\u5408\u4e24\u79cd\u65b9\u6cd5\u7684\u4f18\u52bf\uff0c\u63d0\u51fa\u6700\u4f18\u7684\u65f6\u7a7a\u5efa\u6a21\u7b56\u7565\u3002<\/p>\n<\/li>\n<\/ul>\n<section>\u8be5\u7814\u7a76\u7684\u65b9\u6848\u5177\u4f53\u5305\u62ec\u65f6\u5e8f\u611f\u77e5\u7684\u7a7a\u95f4\u81ea\u7f16\u7801\u5668\uff08Temporal-aware Spatial AutoEncoder\uff09\u548c\u65f6\u5e8f\u81ea\u7f16\u7801\u5668\uff08Temporal Autoencoder\uff09\uff1a<\/section>\n<section><\/section>\n<section>\u5728\u7b2c\u4e00\u9636\u6bb5\uff0c\u8be5\u7814\u7a76\u5c06 2D \u5377\u79ef\u6269\u5c55\u4e3a\u6838\u5927\u5c0f\u4e3a (1,3,3) \u7684 3D \u5377\u79ef\uff0c\u5e76\u4e0e\u540c\u65f6\u5efa\u6a21\u7c7b\u4f3c\uff0c\u540c\u65f6\u6dfb\u52a0\u4e86\u989d\u5916\u7684 3D \u5377\u79ef\u5c42\u6765\u5efa\u6a21\u65f6\u5e8f\u7ef4\u5ea6\uff0c\u8be5\u7814\u7a76\u5c06\u7b2c\u4e00\u9636\u6bb5\u7684\u6a21\u578b\u79f0\u4e3a\u65f6\u5e8f\u611f\u77e5\u7684\u7a7a\u95f4\u81ea\u7f16\u7801\u5668\u3002\u4f46\u4e0e\u65b9\u5f0f 1 \u540c\u65f6\u5efa\u6a21\u4e0d\u540c\u7684\u662f\uff0c\u5728\u7b2c\u4e00\u9636\u6bb5\u4e2d\uff0c\u8be5\u7814\u7a76\u4ec5\u538b\u7f29\u7a7a\u95f4\u4fe1\u606f\uff0c\u800c\u4e0d\u538b\u7f29\u65f6\u5e8f\u4fe1\u606f\u3002<\/section>\n<section><\/section>\n<section>\u5728\u7b2c\u4e8c\u9636\u6bb5\u4e2d\uff0c\u8be5\u7814\u7a76\u5f15\u5165\u4e86\u53e6\u4e00\u4e2a\u65f6\u5e8f\u81ea\u7f16\u7801\u5668\uff08Temporal Autoencoder\uff09\u6765\u8fdb\u4e00\u6b65\u7f16\u7801\u548c\u538b\u7f29\u65f6\u95f4\u7ef4\u5ea6\u4fe1\u606f\uff0c\u8fd9\u4f5c\u4e3a\u7b2c\u4e8c\u9636\u6bb5\u7684\u538b\u7f29\u90e8\u5206\u3002\u8be5\u7814\u7a76\u9075\u5faa\u65b9\u5f0f 2 \u7684\u65f6\u95f4\u7f16\u7801\u5668\u548c\u89e3\u7801\u5668\u8bbe\u8ba1\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u8be5\u7814\u7a76\u540c\u65f6\u5b9e\u73b0\u4e86\u66f4\u597d\u7684\u7ec6\u8282\u6062\u590d\u80fd\u529b\u548c\u8fd0\u52a8\u6062\u590d\u80fd\u529b\u3002<\/section>\n<section><\/section>\n<section>\u540c\u65f6\uff0c\u8be5\u7814\u7a76\u63d0\u51fa\u5f15\u5165\u8de8\u6a21\u6001\u4fe1\u606f\uff0c\u901a\u8fc7\u6587\u672c\u6307\u5bfc\u8fdb\u4e00\u6b65\u589e\u5f3a\u89c6\u9891\u751f\u6210\u7684\u7ec6\u8282\u4fdd\u7559\u548c\u65f6\u95f4\u4e00\u81f4\u6027\u3002<\/section>\n<section><\/section>\n<section>\u8be5\u6280\u672f\u7684\u4e3b\u8981\u7279\u70b9\u6709\uff1a<\/section>\n<section><\/section>\n<section><strong>1. \u667a\u80fd\u7279\u5f81\u5206\u5757<\/strong><\/section>\n<section><\/section>\n<section>\u5c06\u89c6\u9891\u7684\u89c6\u89c9\u7279\u5f81\u56fe\u5206\u5272\u6210\u5c0f\u5757\uff08patch\uff09\uff0c\u5e76\u5c06\u5b83\u4eec\u4f5c\u4e3a token \u8fdb\u884c\u5904\u7406\uff0c\u4e0d\u540c\u5c42\u91c7\u7528\u591a\u79cd\u5c3a\u5bf8\uff088\u00d78\u30014\u00d74\u30012\u00d72\u30011\u00d71\uff09\uff0c\u786e\u4fdd\u6bcf\u5c42\u7279\u5f81\u7684\u7ec6\u8282\u8ffd\u8e2a\u5230\u4f4d\u3002<\/section>\n<section><\/section>\n<section><strong>2. \u8de8\u6a21\u6001\u6ce8\u610f\u529b\u673a\u5236<\/strong><\/section>\n<section><\/section>\n<section>\u9996\u6b21\u5728 Video VAE \u4efb\u52a1\u4e0a\u5f15\u5165\u6587\u672c\u4fe1\u606f\u4f5c\u4e3a\u8bed\u4e49\u6307\u5bfc\uff0c\u8ba9\u89c6\u89c9 token\uff08\u4f5c\u4e3a Query\uff09\u4e0e\u6587\u672c\u5d4c\u5165\uff08\u4f5c\u4e3a Key \u548c Value\uff09\u8ba1\u7b97\u8de8\u6a21\u6001\u6ce8\u610f\u529b\uff0c\u63d0\u5347\u7ec6\u8282\u91cd\u5efa\u8d28\u91cf\u3002<\/section>\n<section><\/section>\n<section><strong>3. \u5f3a\u5927\u7684\u6587\u672c\u5d4c\u5165\u5668<\/strong><\/section>\n<section><\/section>\n<section>\u91c7\u7528\u5148\u8fdb\u7684 Flan-T5 \u6a21\u578b\uff0c\u5c06\u6587\u5b57\u8f6c\u5316\u4e3a\u8bed\u4e49\u5411\u91cf\uff0c\u4e3a\u89c6\u9891\u751f\u6210\u63d0\u4f9b\u575a\u5b9e\u7684\u8bed\u4e49\u57fa\u7840\u3002<\/section>\n<section><\/section>\n<section>\u5176\u6b21\uff0c\u8be5\u7814\u7a76\u91c7\u7528\u4e86\u56fe\u50cf\u4e0e\u89c6\u9891\u7684\u8054\u5408\u8bad\u7ec3\u3002\u6a21\u578b\u80fd\u591f\u540c\u65f6\u63a5\u53d7\u56fe\u50cf\u548c\u89c6\u9891\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e\uff0c\u65e2\u5b66\u4e60\u56fe\u50cf\u538b\u7f29\u80fd\u529b\uff0c\u53c8\u63d0\u5347\u89c6\u9891\u538b\u7f29\u6027\u80fd\u3002\u5728\u8bad\u7ec3\u4e2d\u8be5\u7814\u7a76\u89c2\u5bdf\u5230\uff0c\u52a0\u5165\u66f4\u591a\u9ad8\u8d28\u91cf\u7684\u56fe\u50cf\u6570\u636e\uff0c\u80fd\u8fdb\u4e00\u6b65\u589e\u5f3a\u89c6\u9891\u81ea\u7f16\u7801\u6027\u80fd\u3002<\/section>\n<section><\/section>\n<section><strong>\u7ed3\u679c<\/strong><\/section>\n<section><\/section>\n<section>\u8be5\u7814\u7a76\u63d0\u4f9b\u4e86 latent \u5728 16 channel \u548c 4 channel \u4e24\u4e2a\u7248\u672c\u7684\u6a21\u578b\uff0c\u4ee5\u53ca\u5728\u4e09\u4e2a\u4e0d\u540c\u7684\u6570\u636e\u96c6\u4e0a\u5bf9\u6548\u679c\u8fdb\u884c\u4e86\u5168\u9762\u8bc4\u6d4b\u3002<\/section>\n<section><\/section>\n<section>\u8be5\u7814\u7a76\u7684 VideoVAE + \u6a21\u578b\u5927\u5e45\u8d85\u8fc7\u6700\u65b0\u6a21\u578b\u5305\u62ec\u82f1\u4f1f\u8fbe\u5728 2024.11 \u53d1\u5e03\u7684 Cosmos Tokenizer\uff0c\u540c\u65f6\u4e5f\u8d85\u8d8a\u4e00\u4f17\u65b9\u6cd5\u5305\u62ec\u817e\u8baf\u5728 2024.12 \u53d1\u5e03\u7684 Hunyuan Video\uff0cCogvideoX VAE\uff0c WF-VAE\uff0cCV-VAE\uff0cOpen Sora\uff0cOpen Sora Plan, Easy Animate-VAE\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-74017e3aede5c1dbf0aea580ebada9ac.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-74017e3aede5c1dbf0aea580ebada9ac.png\"><\/a><\/section>\n<section>\u540c\u65f6\u8be5\u7814\u7a76\u63d0\u4f9b\u4e86 Demo video \u53ef\u4ee5\u66f4\u76f4\u89c2\u5730\u67e5\u770b\u6a21\u578b\u7684\u89c6\u89c9\u6548\u679c\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s\/ldL2pfViOXrdZ5k_f6fRFA?token=212908378&amp;lang=zh_CN\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-d5b9c4127aaa6579ca3781c74546a572.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-d5b9c4127aaa6579ca3781c74546a572.png\"><\/a><\/a><\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-12-30-7\" target=\"_blank\">\u6e2f\u79d1\u5927\u5f00\u6e90VideoVAE+\uff0c\u89c6\u9891\u91cd\u5efa\u8d28\u91cf\u5168\u9762\u8d85\u8d8a\u6700\u65b0\u6a21\u578b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u6e2f\u79d1\u5927\u5f00\u6e90VideoV [&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 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[81,65],"class_list":["post-37514","post","type-post","status-publish","format-standard","hentry","category-news","tag-81","tag-65"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u6e2f\u79d1\u5927\u5f00\u6e90VideoVAE+\uff0c\u89c6\u9891\u91cd\u5efa\u8d28\u91cf\u5168\u9762\u8d85\u8d8a\u6700\u65b0\u6a21\u578b - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=37514\" \/>\n<script type=\"application\/ld+json\" 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