{"id":1076076,"date":"2024-03-28T13:59:00","date_gmt":"2024-03-28T20:59:00","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/?post_type=msr-blog-post&#038;p=1076076"},"modified":"2024-09-25T04:16:15","modified_gmt":"2024-09-25T11:16:15","slug":"microcinema-ccedit","status":"publish","type":"msr-blog-post","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/microcinema-ccedit\/","title":{"rendered":"MicroCinema\u4e0eCCEdit\uff1a\u8ba9\u6587\u751f\u89c6\u9891\u517c\u5177\u521b\u9020\u6027\u4e0e\u53ef\u63a7\u6027"},"content":{"rendered":"\n<p>\u7f16\u8005\u6309\uff1a\u968f\u7740\u89c6\u9891\u751f\u6210\u6280\u672f\u7684\u98de\u901f\u8fdb\u6b65\uff0c\u6211\u4eec\u89c1\u8bc1\u4e86\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5728\u89c6\u9891\u6e05\u6670\u5ea6\u3001\u957f\u89c6\u9891\u8fde\u8d2f\u6027\u4ee5\u53ca\u5bf9\u7269\u7406\u53d8\u5316\u7406\u89e3\u548c\u955c\u5934\u8f6c\u6362\u5904\u7406\u80fd\u529b\u65b9\u9762\u7684\u663e\u8457\u63d0\u5347\u3002\u4e0d\u8fc7\uff0c\u8fd9\u4e9b\u9ad8\u8d28\u91cf\u7684\u751f\u6210\u7ed3\u679c\u662f\u5426\u5b8c\u5168\u7b26\u5408\u6211\u4eec\u7684\u9700\u6c42\u5462\uff1f\u663e\u7136\uff0c\u5e76\u975e\u603b\u662f\u5982\u6b64\u3002\u7531\u4e8e\u751f\u6210\u6a21\u578b\u7684\u4e0d\u53ef\u9884\u6d4b\u6027\uff0c\u5176\u751f\u6210\u7ed3\u679c\u5e38\u5e38\u4e0e\u7528\u6237\u9884\u671f\u504f\u79bb\u3002<\/p>\n\n\n\n<p>\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u7814\u7a76\u5458\u4eec\u770b\u6765\uff0c\u521b\u9020\u6027\u4e0e\u53ef\u63a7\u6027\u517c\u5907\u7684\u89c6\u9891\u751f\u6210\u6a21\u578b\u624d\u662f\u4eba\u5de5\u667a\u80fd\u6280\u672f\u843d\u5730\u5e94\u7528\u7684\u5173\u952e\u3002\u57fa\u4e8e\u8fd9\u4e00\u7406\u5ff5\uff0c\u7814\u7a76\u5458\u4eec\u7814\u53d1\u4e86\u4e24\u9879\u521b\u65b0\u7684\u89c6\u9891\u751f\u6210\u6280\u672f\u2014\u2014\u6587\u751f\u89c6\u9891\u6a21\u578b MicroCinema \u548c\u89c6\u9891\u7f16\u8f91\u6846\u67b6 CCEdit\uff0c\u65e8\u5728\u8ba9\u89c6\u9891\u751f\u6210\u66f4\u52a0\u8d34\u5408\u7528\u6237\u7684\u5207\u8eab\u9700\u6c42\u3002\u76f8\u5173\u8bba\u6587\u5df2\u88ab CVPR 2024 \u63a5\u6536\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u5728\u8fd9\u4e2a\u4e2a\u6027\u5316\u8868\u8fbe\u7684\u65f6\u4ee3\uff0c\u6bcf\u4e2a\u4eba\u90fd\u662f\u793e\u4ea4\u5a92\u4f53\u5185\u5bb9\u7684\u521b\u4f5c\u8005\u3002\u60f3\u8c61\u4e00\u4e0b\uff0c\u62e5\u6709\u4e00\u5957\u81ea\u5df1\u60c5\u6709\u72ec\u949f\u7684\u52a8\u7269\u8868\u60c5\u5305\u2014\u2014\u65e0\u8bba\u662f\u5feb\u4e50\u5954\u8dd1\u3001\u597d\u5947\u63a2\u5934\u3001\u60b2\u4f24\u4f4e\u5934\uff0c\u8fd8\u662f\u60a0\u95f2\u8eba\u5367\uff0c\u6bcf\u4e2a\u52a8\u4f5c\u90fd\u6829\u6829\u5982\u751f\uff0c\u540c\u65f6\u8fd8\u80fd\u9002\u5e94\u5404\u79cd\u573a\u666f\uff0c\u5728\u53e4\u4ee3\u4e0e\u73b0\u4ee3\u3001\u865a\u62df\u4e0e\u73b0\u5b9e\u4e2d\u81ea\u7531\u7a7f\u68ad\u2014\u2014\u8fd9\u5c06\u8ba9\u4f60\u7684\u793e\u4ea4\u4e92\u52a8\u66f4\u52a0\u751f\u52a8\u3001\u6709\u8da3\uff0c\u4e5f\u66f4\u80fd\u5c55\u73b0\u81ea\u6211\u3002\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684 MicroCinema \u548c CCEdit \u8ba9\u8fd9\u4e00\u521b\u610f\u60f3\u6cd5\u6210\u4e3a\u4e86\u53ef\u80fd\u3002<\/p>\n\n\n\n<p>\u5176\u4e2d\uff0cMicroCinema \u80fd\u591f\u5c06\u6839\u636e\u6587\u5b57\u63cf\u8ff0\u751f\u6210\u7684\u56fe\u7247\u53d8\u4e3a\u52a8\u6001\u89c6\u9891\u3002\u4f8b\u5982\uff0c\u4e00\u53ea\u6b63\u5728\u5403\u74dc\u770b\u620f\u7684\u677e\u9f20\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"298\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-1.gif\" alt=\"MicroCinema animation: a squirrel eating watermelon\" class=\"wp-image-1076082\"\/><\/figure>\n\n\n\n<p>\u5f53\u4f60\u5bf9\u751f\u6210\u7684\u89c6\u9891\u6709\u90e8\u5206\u4e0d\u6ee1\u610f\uff0c\u5374\u53c8\u4e0d\u5e0c\u671b\u91cd\u65b0\u751f\u6210\u4e0d\u4e00\u6837\u7684\u89c6\u9891\u65f6\uff0cCCEdit\u7684\u89c6\u9891\u7f16\u8f91\u80fd\u529b\uff0c\u53ef\u4ee5\u8fdb\u4e00\u6b65\u5bf9\u52a8\u6001\u89c6\u9891\u8fdb\u884c\u4e2a\u6027\u5316\u7f16\u8f91\u3002\u4f8b\u5982\uff0c\u66f4\u6539\u80cc\u666f\uff1a\u5f53\u677e\u9f20\u5403\u7684\u201c\u5927\u74dc\u201d\u5df2\u7ecf\u9707\u60ca\u94f6\u6cb3\u7cfb\u65f6\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-2.gif\" alt=\"MicroCinema animation: a squirrel eating watermelon in front of a starry background\" class=\"wp-image-1076088\"\/><\/figure>\n\n\n\n<p>\u5f53\u4f60\u611f\u89c9\u677e\u9f20\u8fd8\u4e0d\u591f\u5a01\u98ce\u51db\u51db\u65f6\uff0c\u53ef\u4ee5\u7ed9\u5b83\u62ab\u4e0a\u5403\u74dc\u7684\u76d4\u7532\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-3.gif\" alt=\"MicroCinema animation: a robo squirrel eating watermelon\" class=\"wp-image-1076091\"\/><\/figure>\n\n\n\n<p>\u6216\u8005\uff0c\u4f60\u5e0c\u671b\u5b83\u66f4\u53ef\u7231\u4e00\u70b9\uff0c\u90a3\u5c31\u8c03\u6574\u4e3b\u4f53\uff0c\u5c06\u677e\u9f20\u53d8\u6210\u4e8c\u6b21\u5143\u5f62\u8c61\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-4.gif\" alt=\"MicroCinema animation: a cartoon squirrel eating watermelon\" class=\"wp-image-1076094\"\/><\/figure>\n\n\n\n<p>\u4f60\u4e5f\u53ef\u4ee5\u8fdb\u884c\u6574\u4f53\u98ce\u683c\u7684\u8f6c\u6362\uff0c\u5c06\u677e\u9f20\u7f6e\u8eab\u4e8e\u4e2d\u56fd\u753b\u4e2d\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-5.gif\" alt=\"MicroCinema animation: a watercolor squirrel eating watermelon\" class=\"wp-image-1076097\"\/><\/figure>\n\n\n\n<p>\u5730\u7403\u4e0a\u52a8\u7269\u79cd\u7c7b\u5728\u6025\u5267\u51cf\u5c11\u3002\u5982\u679c\u4f60\u60f3\u5c3d\u5feb\u5236\u4f5c\u4e00\u4e9b\u73cd\u60dc\u52a8\u7269\u7684\u5ba3\u4f20\u77ed\u7247\uff0c\u4f46\u5374\u6ca1\u6709\u8db3\u591f\u7684\u65f6\u95f4\u4eb2\u81ea\u8fdb\u884c\u5b9e\u5730\u62cd\u6444\uff0c\u90a3\u4e48 MicroCinema \u548c CCEdit \u4e5f\u53ef\u4ee5\u5feb\u901f\u5e2e\u4f60\u5b8c\u6210\u8fd9\u9879\u5de5\u4f5c\u3002\u5148\u8ba9 MicroCinema \u628a\u6839\u636e\u6587\u5b57\u63cf\u8ff0\u751f\u6210\u7684\u56fe\u7247\u8f6c\u5316\u4e3a\u52a8\u6001\u89c6\u9891\u3002\u4f8b\u5982\uff0c\u4e00\u53ea\u9ad8\u9ad8\u5174\u5174\u5f39\u7740\u5409\u4ed6\u7684\u5927\u718a\u732b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"299\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-6.gif\" alt=\"MicroCinema animation: panda playing guitar\" class=\"wp-image-1076100\"\/><\/figure>\n\n\n\n<p>\u518d\u5229\u7528 CCEdit \u8fdb\u4e00\u6b65\u5bf9\u52a8\u6001\u89c6\u9891\u8fdb\u884c\u4e2a\u6027\u5316\u7f16\u8f91\uff0c\u4f8b\u5982\uff0c\u66f4\u6539\u80cc\u666f\uff0c\u8ba9\u8fd9\u53ea\u718a\u732b\u8d70\u8fdb\u68b5\u9ad8\u7684\u4e16\u754c\u4e2d\u5f39\u5531\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-7.gif\" alt=\"MicroCinema animation: panda playing guitar with \"Starry Night\" background\" class=\"wp-image-1076103\"\/><\/figure>\n\n\n\n<p>\u4f60\u8fd8\u60f3\u5236\u4f5c\u4e00\u6bb5\u91d1\u4e1d\u7334\u7684\u89c6\u9891\uff0c\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728 CCEdit \u4e2d\u66f4\u6539\u4e3b\u4f53\uff0c\u5c06\u5927\u718a\u732b\u4fee\u6539\u4e3a\u91d1\u4e1d\u7334\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-8.gif\" alt=\"MicroCinema animation: panda playing guitar with forest background\" class=\"wp-image-1076106\"\/><\/figure>\n\n\n\n<p>\u6216\u8005\uff0c\u4f60\u5e0c\u671b\u5236\u4f5c\u4e00\u6bb5\u4e2d\u56fd\u753b\u98ce\u683c\u7684\u89c6\u9891\u7247\u6bb5\uff0c\u90a3\u4e48\u58a8\u7af9\u4e0e\u9ed1\u767d\u7684\u5927\u718a\u732b\u4f1a\u66f4\u5339\u914d\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"512\" height=\"512\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-9.gif\" alt=\"MicroCinema animation: panda playing guitar in black and white cartoon style\" class=\"wp-image-1076109\"\/><\/figure>\n\n\n\n<p>\u4e3a\u4ec0\u4e48\u7531\u6587\u751f\u89c6\u9891\u6a21\u578b MicroCinema \u548c\u89c6\u9891\u7f16\u8f91\u6846\u67b6 CCEdit \u751f\u6210\u7684\u89c6\u9891\uff0c\u80fd\u591f\u66f4\u7cbe\u51c6\u5730\u5339\u914d\u6587\u5b57\u63cf\u8ff0\uff0c\u5c24\u5176\u5728\u89c6\u9891\u8fd0\u52a8\u6548\u679c\u4e0a\u6ee1\u8db3\u7528\u6237\u7684\u5177\u4f53\u9700\u6c42\uff1f\u5173\u952e\u5728\u4e8e\u5b83\u4eec\u7684<strong>\u201c\u53ef\u63a7\u6027\u201d<\/strong>\u3002<\/p>\n\n\n\n<p>\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9996\u5e2d\u7814\u7a76\u5458\u7f57\u7fc0\u8868\u793a\uff1a\u201c\u5c3d\u7ba1\u73b0\u6709\u7684\u751f\u6210\u6280\u672f\u6781\u5927\u5730\u62d3\u5bbd\u4e86\u521b\u9020\u7684\u8fb9\u754c\uff0c\u4f46\u5982\u679c\u5929\u9a6c\u884c\u7a7a\u7684\u521b\u610f\u4e0d\u80fd\u51c6\u786e\u5730\u6ee1\u8db3\u7528\u6237\u7684\u5b9e\u9645\u9700\u6c42\uff0c\u90a3\u4e48\u6280\u672f\u7684\u6f5c\u529b\u5c31\u65e0\u6cd5\u88ab\u5b8c\u5168\u53d1\u6325\u51fa\u6765\u5e76\u5b9e\u73b0\u843d\u5730\u5e94\u7528\u3002<strong>\u7406\u60f3\u7684\u751f\u6210\u6a21\u578b\u5e94\u5f53\u80fd\u591f\u5728\u7cbe\u786e\u7406\u89e3\u7528\u6237\u6307\u4ee4\u548c\u9002\u5e94\u591a\u53d8\u573a\u666f\u7684\u57fa\u7840\u4e0a\uff0c\u6839\u636e\u7528\u6237\u7684\u7279\u5b9a\u9700\u6c42\u8fdb\u884c\u5b9e\u65f6\u8c03\u6574\uff0c\u786e\u4fdd\u521b\u9020\u529b\u7684\u53ef\u63a7\u6027\u3002<\/strong>\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"microcinema-\u5206\u800c\u6cbb\u4e4b-\u5b9e\u73b0\u89c6\u9891\u6309\u9700\u751f\u6210\">MicroCinema\uff1a\u5206\u800c\u6cbb\u4e4b\uff0c\u5b9e\u73b0\u89c6\u9891\u6309\u9700\u751f\u6210<\/h2>\n\n\n\n<p>MicroCinema \u4e4b\u6240\u4ee5\u80fd\u591f\u751f\u6210\u4e0e\u6587\u672c\u63cf\u8ff0\u9ad8\u5ea6\u5339\u914d\u4e14\u6d41\u7545\u8fde\u8d2f\u7684\u9ad8\u8d28\u91cf\u89c6\u9891\uff0c\u5728\u4e8e\u5176<strong>\u91c7\u53d6\u4e86\u201c\u5206\u800c\u6cbb\u4e4b\u201d\u7684\u7b56\u7565<\/strong>\u3002\u5f53\u524d\u6587\u751f\u89c6\u9891\u6269\u6563\u6a21\u578b\uff08diffusion model\uff09\u7684\u4e3b\u6d41\u65b9\u6cd5\u662f\u91c7\u7528\u7ea7\u8054\u65f6\u7a7a\u6269\u6563\u6a21\u578b\uff0c\u5728\u6587\u672c-\u89c6\u9891\u5bf9\u4e4b\u95f4\u8fdb\u884c\u5b66\u4e60\uff0c\u5e76\u901a\u8fc7\u5728\u6587\u672c\u5230\u56fe\u50cf\u751f\u6210\u6a21\u578b\u4e2d\u52a0\u5165\u65f6\u95f4\u7ef4\u5ea6\uff0c\u518d\u5bf9\u6587\u672c\u548c\u89c6\u9891\u6570\u636e\u8fdb\u884c\u5fae\u8c03\u4ee5\u521b\u5efa\u6587\u672c\u5230\u89c6\u9891\u7684\u6a21\u578b\u3002\u4f46\u662f\u8fd9\u79cd\u65b9\u6cd5\u751f\u6210\u7684\u89c6\u9891\u5e38\u5e38\u4f1a\u51fa\u73b0\u5916\u89c2\u4e0e\u65f6\u95f4\u4e0d\u4e00\u81f4\u3001\u4e0d\u8fde\u8d2f\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n<p>MicroCinema \u901a\u8fc7\u5c06\u6587\u672c\u5230\u89c6\u9891\u7684\u751f\u6210\u8fc7\u7a0b\u5206\u4e3a\u4e24\u4e2a\u9636\u6bb5\u6765\u89e3\u51b3\u8fd9\u4e00\u6311\u6218\uff1a\u9996\u5148\u662f\u6587\u672c\u5230\u56fe\u50cf\u7684\u751f\u6210\uff0c\u5176\u6b21\u662f\u56fe\u50cf\u52a0\u6587\u672c\u5230\u89c6\u9891\u7684\u751f\u6210\u3002\u5728\u7b2c\u4e00\u9636\u6bb5\uff0c\u7528\u6237\u53ef\u4ee5\u7075\u6d3b\u5229\u7528\u5148\u8fdb\u7684\u6587\u672c\u5230\u56fe\u50cf\u6a21\u578b\uff08\u5982 Stable Diffusion\u3001Midjourney \u548c DALL-E\uff09\u6765\u751f\u6210\u903c\u771f\u4e14\u7ec6\u8282\u4e30\u5bcc\u7684\u56fe\u50cf\uff0c\u8fd9\u4e9b\u56fe\u50cf\u4f5c\u4e3a\u89c6\u9891\u7684\u5173\u952e\u5e27\uff0c\u4e3a\u4e4b\u540e\u7684\u89c6\u9891\u7247\u6bb5\u751f\u6210\u63d0\u4f9b\u4e86\u57fa\u7840\u3002\u5728\u7b2c\u4e8c\u9636\u6bb5\uff0c\u901a\u8fc7\u5c06\u8fd9\u4e9b\u751f\u6210\u7684\u56fe\u50cf\u4e0e\u521d\u59cb\u6587\u672c\u4e00\u540c\u4f5c\u4e3a\u8f93\u5165\uff0c\u6a21\u578b\u4fbf\u53ef\u4ee5\u51cf\u5c11\u5bf9\u7ec6\u8282\u5916\u89c2\u7684\u5173\u6ce8\uff0c\u66f4\u4e13\u6ce8\u4e8e\u5b66\u4e60\u52a8\u6001\u53d8\u5316\u3002<\/p>\n\n\n\n<p>\u4e3a\u4e86\u6709\u6548\u5b9e\u65bd\u8fd9\u4e00\u7b56\u7565\uff0c\u7814\u7a76\u5458\u4eec\u5f15\u5165\u4e86\u4e24\u9879\u6838\u5fc3\u6280\u672f\uff1a\u5229\u7528\u5916\u89c2\u6ce8\u5165\u7f51\u7edc\uff08Appearance Injection Network\uff09\u6765\u589e\u5f3a\u4fdd\u6301\u7ed9\u5b9a\u56fe\u50cf\u5916\u89c2\u7684\u80fd\u529b\uff1b\u901a\u8fc7\u5916\u89c2\u566a\u58f0\u5148\u9a8c\u673a\u5236\uff08Appearance Noise Prior\uff09\u4fdd\u6301\u9884\u8bad\u7ec3\u7684 2D \u6269\u6563\u6a21\u578b\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1120\" height=\"629\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-10.png\" alt=\"MicroCinema architecture diagram\" class=\"wp-image-1076112\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-10.png 1120w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-10-300x168.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-10-1024x575.png 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-10-768x431.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-10-1066x600.png 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-10-655x368.png 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-10-240x135.png 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-10-640x360.png 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-10-960x540.png 960w\" sizes=\"auto, (max-width: 1120px) 100vw, 1120px\" \/><figcaption class=\"wp-element-caption\">\u56fe1\uff1aMicroCinema\u67b6\u6784\u793a\u610f\u56fe<\/figcaption><\/figure>\n\n\n\n<p>\u4e24\u6bb5\u5f0f\u7684\u8bbe\u8ba1\u7b56\u7565\u4e0d\u4ec5\u4f7f MicroCinema \u80fd\u591f\u751f\u6210\u6839\u636e\u6587\u672c\u63d0\u793a\u7cbe\u786e\u63a7\u5236\u52a8\u4f5c\u7684\u9ad8\u8d28\u91cf\u89c6\u9891\uff0c\u800c\u4e14\u663e\u8457\u964d\u4f4e\u4e86\u6a21\u578b\u4ece\u5934\u8bad\u7ec3\u7684\u6210\u672c\u3002<\/p>\n\n\n\n<p><strong>MicroCinema: A Divide-and-Conquer Approach for Text-to-Video Generation<\/strong><\/p>\n\n\n\n<p><em>\u8bba\u6587\u94fe\u63a5\uff1a<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/arxiv.org\/abs\/2311.18829\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/arxiv.org\/abs\/2311.18829<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/em><\/p>\n\n\n\n<p><em>GitHub \u94fe\u63a5\uff1a<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/wangyanhui666.github.io\/MicroCinema.github.io\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/wangyanhui666.github.io\/MicroCinema.github.io\/<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/em><\/p>\n\n\n\n<p>\u4ee5\u4e0b\u4e24\u4e2a\u793a\u4f8b\u5c55\u793a\u4e86 MicroCinema \u662f\u5982\u4f55\u7cbe\u786e\u6355\u6349\u548c\u518d\u73b0\u6587\u672c\u63cf\u8ff0\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"448\" height=\"448\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-11.gif\" alt=\"MicroCinema animation: yellow taxi driving down a dark street with \"Starry Night\" background\" class=\"wp-image-1076115\"\/><\/figure>\n\n\n\n<p><em>\u4e00\u8f86\u9ec4\u8272\u7684\u8f66\u5728\u7c7b\u4f3c\u68b5\u9ad8\u753b\u4f5c\u98ce\u683c\u7684\u73b0\u4ee3\u57ce\u5e02\u591c\u666f\u4e2d\u884c\u9a76<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"448\" height=\"448\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-12.gif\" alt=\"MicroCinema animation: T-Rex skeleton walking through a wheat field\" class=\"wp-image-1076118\"\/><\/figure>\n\n\n\n<p><em>\u8000\u773c\u7684\u9633\u5149\u4e0b\uff0c\u884c\u8d70\u5728\u91d1\u8272\u9ea6\u7530\u4e2d\u7684\u5de8\u578b\u6050\u9f99\u9aa8\u67b6<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"ccedit-\u4e09\u53c9\u621f\u7f51\u7edc-\u8ba9\u89c6\u9891\u7f16\u8f91\u66f4\u53ef\u63a7\">CCEdit\uff1a\u4e09\u53c9\u621f\u7f51\u7edc\uff0c\u8ba9\u89c6\u9891\u7f16\u8f91\u66f4\u53ef\u63a7<\/h2>\n\n\n\n<p>\u5c3d\u7ba1\u73b0\u6709\u89c6\u9891\u751f\u6210\u6a21\u578b\u62e5\u6709\u5f3a\u5927\u7684\u521b\u9020\u529b\uff0c\u4f46\u5176\u751f\u6210\u7684\u89c6\u9891\u7ed3\u679c\u5e76\u4e0d\u662f\u603b\u80fd\u7cbe\u786e\u7b26\u5408\u7528\u6237\u7684\u7f16\u8f91\u610f\u56fe\u6216\u827a\u672f\u6784\u60f3\uff0c\u7279\u522b\u662f\u65e0\u6cd5\u5bf9\u7ed3\u679c\u8fdb\u884c\u4e8c\u6b21\u7f16\u8f91\u3002CCEdit \u901a\u8fc7\u5176\u521b\u65b0\u7684\u4e09\u53c9\u621f\u7f51\u7edc\u7ed3\u6784\uff0c\u6709\u6548\u5206\u79bb\u7ed3\u6784\u63a7\u5236\u548c\u5916\u89c2\u63a7\u5236\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u5e7f\u6cdb\u7684\u7f16\u8f91\u529f\u80fd\uff0c\u5305\u62ec\u524d\u666f\u66ff\u6362\u3001\u80cc\u666f\u4fee\u6539\u3001\u98ce\u683c\u8f6c\u6362\u548c\u7279\u6548\u6dfb\u52a0\u7b49\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1017\" height=\"576\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-13.png\" alt=\"CCEdit diagram\" class=\"wp-image-1076121\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-13.png 1017w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-13-300x170.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-13-768x435.png 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-13-240x136.png 240w\" sizes=\"auto, (max-width: 1017px) 100vw, 1017px\" \/><figcaption class=\"wp-element-caption\">\u56fe2\uff1aCCEdit \u4e09\u53c9\u621f\u7f51\u7edc\u793a\u610f\u56fe<\/figcaption><\/figure>\n\n\n\n<p>CCEdit \u7f51\u7edc\u7531\u4e09\u4e2a\u5173\u952e\u7ec4\u4ef6\u6784\u6210\uff1a\u8d1f\u8d23\u6587\u672c\u5230\u89c6\u9891\u751f\u6210\u7684\u4e3b\u5206\u652f\uff0c\u4ee5\u53ca\u4e24\u4e2a\u4e13\u95e8\u7528\u4e8e\u7ed3\u6784\u548c\u5916\u89c2\u63a7\u5236\u7684\u8f85\u52a9\u5206\u652f\u3002<\/p>\n\n\n\n<p><strong>\u4e3b\u5206\u652f<\/strong>\u5229\u7528\u9884\u8bad\u7ec3\u7684\u6587\u672c\u5230\u56fe\u50cf\u6269\u6563\u6a21\u578b\uff0c\u901a\u8fc7\u63d2\u5165\u65f6\u95f4\u5e8f\u5217\u5c42\u5c06\u5176\u8f6c\u6362\u4e3a\u6587\u672c\u5230\u89c6\u9891\u6a21\u578b\u3002\u9664\u4e86\u4f7f\u7528\u6587\u672c\u63d0\u793a\u8fdb\u884c\u5916\u89c2\u56fe\u50cf\u63a7\u5236\uff0cCCEdit \u8fd8\u5141\u8bb8\u7528\u6237\u8c03\u7528 Stable Diffusion \u793e\u533a\u7684\u4e2a\u6027\u5316\u6587\u672c\u5230\u56fe\u50cf\u6a21\u578b\uff08\u5982 ToonYou\u3001LoRA\u3001Rev Animated\uff09\u6765\u589e\u5f3a\u5185\u5bb9\u7684\u521b\u9020\u6027\u4e0e\u7075\u6d3b\u6027\u3002<strong>\u7ed3\u6784\u5206\u652f<\/strong>\u91c7\u7528\u591a\u6837\u7684 ControlNet \u67b6\u6784\uff0c\u4ece\u8f93\u5165\u89c6\u9891\u4e2d\u63d0\u53d6\u6bcf\u5e27\u7684\u7ed3\u6784\u4fe1\u606f\u548c\u52a8\u4f5c\u8f68\u8ff9\uff0c\u4ee5\u5b9e\u73b0\u65e0\u7f1d\u7684\u7ed3\u6784\u7ee7\u627f\u548c\u4e0d\u540c\u7c92\u5ea6\u4e0a\u7684\u7ed3\u6784\u63a7\u5236\u3002<strong>\u5916\u89c2\u5206\u652f<\/strong>\u5219\u4f1a\u628a\u901a\u8fc7\u7279\u5f81\u63d0\u53d6\u5904\u7406\u7f16\u8f91\u540e\u7684\u5173\u952e\u5e27\u4fe1\u606f\uff0c\u6709\u6548\u5730\u878d\u5165\u5230\u4e3b\u5206\u652f\uff0c\u652f\u6301\u5c06\u7528\u6237\u81ea\u5df1\u8bbe\u8ba1\u7684\u56fe\u50cf\u4f5c\u4e3a\u5173\u952e\u5e27\uff0c\u8fdb\u884c\u7ec6\u7c92\u5ea6\u7684\u5916\u89c2\u8c03\u6574\u3002\u800c\u6240\u6709\u8fd9\u4e9b\u63a7\u5236\u9009\u9879\u90fd\u662f\u5728\u540c\u4e00\u6846\u67b6\u5185\u65e0\u7f1d\u96c6\u6210\u7684\u3002<\/p>\n\n\n\n<p>CCEdit \u7f51\u7edc\u7684\u8bbe\u8ba1\u7b56\u7565\u4e3a\u7528\u6237\u63d0\u4f9b\u4e86\u5e7f\u6cdb\u7684\u63a7\u5236\u6743\uff0c\u4f7f\u89c6\u9891\u751f\u6210\u4e0d\u4ec5\u62e5\u6709\u65e0\u9650\u7684\u521b\u9020\u6f5c\u529b\uff0c\u540c\u65f6\u4e5f\u5177\u5907\u9ad8\u5ea6\u7684\u53ef\u63a7\u6027\uff0c\u6ee1\u8db3\u4e86\u7528\u6237\u4ece\u7ec6\u8282\u5230\u6574\u4f53\u7684\u4e2a\u6027\u5316\u7f16\u8f91\u9700\u6c42\u3002<\/p>\n\n\n\n<p><strong>CCEdit: Creative and Controllable Video Editing via Diffusion Models<\/strong><\/p>\n\n\n\n<p><em>\u8bba\u6587\u94fe\u63a5\uff1a<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/arxiv.org\/abs\/2309.16496\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/arxiv.org\/abs\/2309.16496<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/em><\/p>\n\n\n\n<p><em>GitHub \u94fe\u63a5\uff1a<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/ruoyufeng.github.io\/CCEdit.github.io\/\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/ruoyufeng.github.io\/CCEdit.github.io\/<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/em><\/p>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u4f7f\u7528 CCEdit \u8fdb\u884c\u89c6\u9891\u7f16\u8f91\u7684\u51e0\u4e2a\u793a\u4f8b\uff0c\u5c55\u73b0\u4e86\u5176\u5728\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u5e94\u7528\u80fd\u529b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"198\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-14.gif\" alt=\"MicroCinema animation: two versions of a woman smiling for the camera\" class=\"wp-image-1076124\"\/><\/figure>\n\n\n\n<p><em>\u5168\u5c40\u4fee\u6539\uff0c\u5c06\u4e00\u4e2a\u5e74\u8f7b\u5973\u5b69\u5bf9\u7740\u955c\u5934\u5fae\u7b11\u7684\u573a\u666f\u8f6c\u53d8\u6210\u6f2b\u753b\u98ce\u683c<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"198\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-15.gif\" alt=\"MicroCinema animation: two versions of a city skyline with different color treatments\" class=\"wp-image-1076127\"\/><\/figure>\n\n\n\n<p><em>\u5168\u5c40\u4fee\u6539\uff0c\u5c06\u57ce\u5e02\u591c\u666f\u8f6c\u5316\u4e3a\u8d5b\u535a\u670b\u514b\u98ce\u683c<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"198\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-16.gif\" alt=\"MicroCinema animation: two versions of a tiger stalking\" class=\"wp-image-1076130\"\/><\/figure>\n\n\n\n<p><em>\u524d\u666f\u7f16\u8f91\uff0c\u628a\u4e00\u53ea\u884c\u8d70\u7684\u8001\u864e\u8f6c\u6362\u62102D\u52a8\u753b\u98ce\u683c<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"443\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-17.gif\" alt=\"MicroCinema animation: two versions of a woman drinking wine\" class=\"wp-image-1076133\"\/><\/figure>\n\n\n\n<p><em>\u80cc\u666f\u7f16\u8f91\uff0c\u628a\u4e00\u540d\u5973\u6027\u5728\u6625\u65e5\u7684\u7530\u91ce\u91cc\u4eab\u53d7\u7f8e\u9152\u7684\u80cc\u666f\u6539\u4e3a\u7eff\u8272\u7684\u7530\u91ce<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"296\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-18.gif\" alt=\"MicroCinema animation: a dog and dragon\" class=\"wp-image-1076136\"\/><\/figure>\n\n\n\n<p><em>\u7efc\u5408\u7f16\u8f91\uff0c\u5c06\u4e00\u53ea\u53ef\u7231\u7684\u72d7\u72d7\u53d8\u6210\u4e00\u6761\u9738\u6c14\u7684\u55b7\u706b\u9f99\uff0c\u80cc\u666f\u662f\u96f7\u96e8\u4ea4\u52a0\u7684\u60ac\u5d16\u9876<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"502\" height=\"396\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-19.png\" alt=\"MicroCinema animation: grid of 20 image style versions of a tiger\" class=\"wp-image-1076139\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-19.png 502w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-19-300x237.png 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-19-228x180.png 228w\" sizes=\"auto, (max-width: 502px) 100vw, 502px\" \/><\/figure>\n\n\n\n<p><em>\u901a\u8fc7\u63a7\u5236\u7ed3\u6784\u751f\u6210\u4e0d\u540c\u6837\u5f0f\u7684\u89c6\u9891\uff0c\u6bd4\u5982\u7ebf\u7a3f\u56fe\u3001PiDi \u8fb9\u754c\u56fe\u3001\u8349\u56fe\u3001\u6df1\u5ea6\u56fe\u7b49<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"336\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/microcinema-ccedit-20.gif\" alt=\"MicroCinema animation: three versions of a martial artist splitting water surface with a sword\" class=\"wp-image-1076142\"\/><\/figure>\n\n\n\n<p><em>\u901a\u8fc7\u63d2\u5165\u5173\u952e\u5e27\uff0c\u5c06\u89c6\u9891\u4fee\u6539\u4e3a\u81ea\u5b9a\u4e49\u98ce\u683c<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" 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MicroCinema \u548c CCEdit 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\u548c CCEdit 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