
{"id":6932,"date":"2025-12-14T23:14:07","date_gmt":"2025-12-14T15:14:07","guid":{"rendered":"https:\/\/infernews.com\/?p=6932"},"modified":"2025-12-15T00:12:59","modified_gmt":"2025-12-14T16:12:59","slug":"saber","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/saber\/","title":{"rendered":"Saber"},"content":{"rendered":"\n<p><a href=\"https:\/\/franciszzj.github.io\/Saber\/\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><a href=\"https:\/\/github.com\/franciszzj\/Saber\" target=\"_blank\" rel=\"noreferrer noopener\">Saber<\/a> \u7531 Meta \u958b\u767c\uff0c\u662f\u4e00\u500b\u300c\u53ea\u7528\u5f71\u7247\uff0b\u6587\u5b57\u8cc7\u6599\u5c31\u80fd\u505a\u53c3\u8003\u5230\u5f71\u7247\u751f\u6210\u300d\u7684\u96f6\u8a13\u7df4\u6846\u67b6\uff0c\u8f38\u5165\u5e7e\u5f35\u53c3\u8003\u5716\u548c\u4e00\u6bb5\u6587\u5b57\uff0c\u5c31\u80fd\u751f\u51fa\u65e2\u9577\u5f97\u50cf\u53c3\u8003\u4e3b\u9ad4\u3001\u53c8\u7b26\u5408\u6587\u5b57\u63cf\u8ff0\u7684\u5f71\u7247\u3002\u200b\uff08<strong>\u8a13\u7df4\u548c\u63a8\u7406\u7a0b\u5f0f\u78bc\u6574\u7406\u5b8c\u7562\u5f8c\u5c07\u6703\u767c\u5e03\uff0c\u656c\u8acb\u671f\u5f85\u3002<\/strong>\uff09<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"720\" style=\"aspect-ratio: 1544 \/ 720;\" width=\"1544\" autoplay controls loop muted src=\"\/blog\/wp-content\/uploads\/2025\/12\/saber.mp4\" playsinline><\/video><\/figure>\n\n\n\n<p><br>\u4e00\u822c R2V (Reference to video)\u8981\u300c\u53c3\u8003\u5716\uff0b\u5f71\u7247\uff0b\u6587\u5b57\u300d\u4e09\u5143\u7d44\uff0c\u8cc7\u6599\u5f88\u96e3\u8490\u96c6\u4e5f\u4e0d\u6613\u64f4\u5145\u3002Saber \u5b8c\u5168\u4e0d\u6536\u9019\u7a2e\u4e09\u5143\u7d44\uff0c\u53ea\u5403\u5927\u898f\u6a21\u300c\u5f71\u7247\uff0b\u6587\u5b57\u300d\u3002\u200b<\/p>\n\n\n\n<p>\u8a13\u7df4\u6642\uff0c\u5b83\u628a\u540c\u4e00\u652f\u5f71\u7247\u4e2d\u7684\u67d0\u4e9b\u5e40\u300c\u7576\u6210\u53c3\u8003\u5716\u300d\uff0c\u518d\u52a0\u4e0a\u906e\u7f69\uff0c\u8b93\u6a21\u578b\u81ea\u5df1\u5b78\u6703\uff1a\u600e\u9ebc\u5728\u751f\u6210\u5f71\u7247\u6642\u4fdd\u6301\u4e3b\u89d2\u9577\u76f8\u4e00\u81f4\u3001\u53c8\u80fd\u8ddf\u6587\u5b57\u5c0d\u9f4a\u3002\u200b<\/p>\n\n\n\n<p>\u6280\u8853\u505a\u6cd5\uff08\u76f4\u89ba\u7406\u89e3\uff09<br>\u906e\u7f69\u8a13\u7df4\uff1a\u5f9e\u5f71\u7247\u62bd\u5e40\uff0c\u5957\u4e0a\u5404\u7a2e\u5f62\u72c0\u8207\u9762\u7a4d\u6bd4\u4f8b\u7684\u4e8c\u503c\u906e\u7f69\uff0c\u7576\u4f5c\u300c\u52d5\u614b\u53c3\u8003\u5716\u5eab\u300d\uff0c\u8b93\u6a21\u578b\u770b\u5230\u8d85\u591a\u7a2e\u985e\u7684\u53c3\u8003\u689d\u4ef6\u3002\u200b<\/p>\n\n\n\n<p>\u906e\u7f69\u589e\u5f37\uff1a\u5c0d\u5716\u548c\u906e\u7f69\u4e00\u8d77\u505a\u65cb\u8f49\u3001\u7e2e\u653e\u3001\u5e73\u79fb\u3001\u7ffb\u8f49\u7b49\u8b8a\u5f62\uff0c\u6253\u4e82\u7a7a\u9593\u5c0d\u9f4a\uff0c\u907f\u514d\u6a21\u578b\u5b78\u5230\u300c\u76f4\u63a5\u628a\u53c3\u8003\u8cbc\u4e0a\u53bb\u300d\u7684\u4f5c\u5f0a\u8def\u7dda\u3002\u200b<\/p>\n\n\n\n<p>\u6a21\u578b\u8207\u6ce8\u610f\u529b\u8a2d\u8a08<br>\u5f71\u7247\u8207\u53c3\u8003\u5716\u5148\u4e1f\u9032 VAE \u8b8a\u6210 latent\uff0c\u7136\u5f8c\u5728\u6642\u9593\u7dad\u5ea6\u628a\u300c\u5f71\u7247 latent\u300d\u548c\u300c\u53c3\u8003 latent\u300d\u4e32\u8d77\u4f86\uff0c\u4e00\u8d77\u4e1f\u9032 Transformer \u505a\u64f4\u6563\u3002\u53c3\u8003 latent \u4e0d\u52a0\u566a\u97f3\uff0c\u4fdd\u6301\u689d\u4ef6\u4e7e\u6de8\u3002\u200b<\/p>\n\n\n\n<p>\u81ea\u6ce8\u610f\u529b\u88e1\u7528\u300c\u6ce8\u610f\u529b\u906e\u7f69\u300d\u9650\u5236\uff1a\u5f71\u7247 token \u53ef\u4ee5\u4e92\u76f8\u770b\u3001\u4e5f\u80fd\u770b\u53c3\u8003\uff0c\u4f46\u53c3\u8003 token \u53ea\u80fd\u770b\u81ea\u5df1\u6709\u6548\u7684\u524d\u666f\u5340\u57df\uff0c\u907f\u514d\u6ce8\u610f\u5230\u80cc\u666f\u5e72\u64fe\u3002\u200b<\/p>\n\n\n\n<p>\u63a8\u8ad6\u6d41\u7a0b\u8207\u80fd\u529b<br>\u63a8\u8ad6\u6642\uff0c\u6703\u5148\u7528\u9810\u8a13\u7df4\u5206\u5272\u5668\uff08\u4f8b\u5982 BiRefNet\uff09\u628a\u53c3\u8003\u5716\u7684\u4eba\u6216\u7269\u5206\u51fa\u4f86\uff1b\u5982\u679c\u60f3\u8981\u7528\u6574\u5f35\u80cc\u666f\u7576\u689d\u4ef6\uff0c\u5c31\u4e0d\u505a\u5206\u5272\u800c\u7528\u5168 1 \u906e\u7f69\u3002\u200b<\/p>\n\n\n\n<p>Saber \u53ef\u4ee5\u5403\u591a\u5f35\u53c3\u8003\uff0c\u652f\u63f4\u591a\u8996\u89d2\u540c\u4e00\u4e3b\u9ad4\uff0c\u4e5f\u80fd\u591a\u4e3b\u9ad4\uff1b\u5728 OpenS2V-Eval \u57fa\u6e96\u4e0a\uff0c\u4e3b\u9ad4\u4e00\u81f4\u6027\u8207\u6574\u9ad4\u54c1\u8cea\u90fd\u6bd4 Phantom\u3001VACE\u3001Kling1.6 \u7b49\u5c08\u9580 R2V \u6a21\u578b\u66f4\u597d\u3002\u200b<\/p>\n\n\n\n<p>\u9650\u5236\u8207\u5c55\u671b<br>\u7576\u53c3\u8003\u5716\u904e\u591a\uff08\u4f8b\u5982 12 \u5f35\uff09\u6642\uff0c\u6a21\u578b\u6709\u6a5f\u6703\u300c\u5d29\u58de\u300d\uff0c\u628a\u4e0d\u540c\u53c3\u8003\u788e\u7247\u786c\u6e4a\u5728\u540c\u4e00\u756b\u9762\uff0c\u8a9e\u7fa9\u6574\u5408\u4e0d\u8db3\u3002\u200b<\/p>\n\n\n\n<p>\u76ee\u524d\u91cd\u5fc3\u5728\u8eab\u4efd\u4fdd\u7559\u8207\u8996\u89ba\u81ea\u7136\u5ea6\uff0c\u5c0d\u975e\u5e38\u7d30\u7dfb\u7684\u52d5\u4f5c\u63a7\u5236\u6216\u8907\u96dc\u6642\u5e8f\u4e00\u81f4\u6027\u4ecd\u4e0d\u5b8c\u7f8e\uff0c\u672a\u4f86\u65b9\u5411\u5305\u62ec\u66f4\u8070\u660e\u5730\u6574\u5408\u5927\u91cf\u53c3\u8003\u53ca\u66f4\u53ef\u63a7\u7684\u52d5\u4f5c\u8207\u771f\u5be6\u611f\u3002<\/p>\n\n\n\n<p>\u5b98\u65b9 GitHub \u5132\u5b58\u5eab\u70ba&nbsp;<a href=\"https:\/\/github.com\/franciszzj\/Saber%EF%BC%8C%E6%8F%90%E4%BE%9B%E6%A8%A1%E5%9E%8B%E7%B4%B0%E7%AF%80%E8%88%87%E8%A8%93%E7%B7%B4%E8%B3%87%E8%A8%8A%E3%80%82\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/github.com\/franciszzj\/Saber\uff0c\u63d0\u4f9b\u6a21\u578b\u7d30\u7bc0\u8207\u8a13\u7df4\u8cc7\u8a0a\u3002<\/a>&nbsp;\u8ad6\u6587\u300aScaling Zero-Shot Reference-to-Video Generation\u300b\u767c\u5e03\u65bc <a href=\"https:\/\/arxiv.org\/pdf\/2512.06905\">arXiv (2512.06905)<\/a>\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Saber \u7531 Meta \u958b\u767c\uff0c\u662f\u4e00\u500b\u300c\u53ea\u7528\u5f71\u7247\uff0b\u6587\u5b57\u8cc7\u6599\u5c31\u80fd\u505a\u53c3\u8003\u5230\u5f71\u7247\u751f\u6210\u300d\u7684\u96f6\u8a13\u7df4\u6846\u67b6\uff0c\u8f38\u5165\u5e7e\u5f35\u53c3\u8003\u5716\u548c\u4e00\u6bb5\u6587\u5b57\uff0c\u5c31\u80fd\u751f\u51fa\u65e2\u9577\u5f97\u50cf\u53c3\u8003\u4e3b\u9ad4\u3001\u53c8\u7b26\u5408\u6587\u5b57\u63cf\u8ff0\u7684\u5f71\u7247\u3002\u200b\uff08\u8a13\u7df4\u548c\u63a8\u7406\u7a0b\u5f0f\u78bc\u6574\u7406\u5b8c\u7562\u5f8c\u5c07\u6703\u767c\u5e03\uff0c\u656c\u8acb\u671f\u5f85\u3002\uff09 \u4e00\u822c R2V (Reference to video)\u8981\u300c\u53c3\u8003\u5716\uff0b\u5f71\u7247\uff0b\u6587\u5b57\u300d\u4e09\u5143\u7d44\uff0c\u8cc7\u6599\u5f88\u96e3\u8490\u96c6\u4e5f\u4e0d\u6613\u64f4\u5145\u3002Saber \u5b8c\u5168\u4e0d\u6536\u9019\u7a2e\u4e09\u5143\u7d44\uff0c\u53ea\u5403\u5927\u898f\u6a21\u300c\u5f71\u7247\uff0b\u6587\u5b57\u300d\u3002\u200b \u8a13\u7df4\u6642\uff0c\u5b83\u628a\u540c\u4e00\u652f\u5f71\u7247\u4e2d\u7684\u67d0\u4e9b\u5e40\u300c\u7576\u6210\u53c3\u8003\u5716\u300d\uff0c\u518d\u52a0\u4e0a\u906e\u7f69\uff0c\u8b93\u6a21\u578b\u81ea\u5df1\u5b78\u6703\uff1a\u600e\u9ebc\u5728\u751f\u6210\u5f71\u7247\u6642\u4fdd\u6301\u4e3b\u89d2\u9577\u76f8\u4e00\u81f4\u3001\u53c8\u80fd\u8ddf\u6587\u5b57\u5c0d\u9f4a\u3002\u200b \u6280\u8853\u505a\u6cd5\uff08\u76f4\u89ba\u7406\u89e3\uff09\u906e\u7f69\u8a13\u7df4\uff1a\u5f9e\u5f71\u7247\u62bd\u5e40\uff0c\u5957\u4e0a\u5404\u7a2e\u5f62\u72c0\u8207\u9762\u7a4d\u6bd4\u4f8b\u7684\u4e8c\u503c\u906e\u7f69\uff0c\u7576\u4f5c\u300c\u52d5\u614b\u53c3\u8003\u5716\u5eab\u300d\uff0c\u8b93\u6a21\u578b\u770b\u5230\u8d85\u591a\u7a2e\u985e\u7684\u53c3\u8003\u689d\u4ef6\u3002\u200b \u906e\u7f69\u589e\u5f37\uff1a\u5c0d\u5716\u548c\u906e\u7f69\u4e00\u8d77\u505a\u65cb\u8f49\u3001\u7e2e\u653e\u3001\u5e73\u79fb\u3001\u7ffb\u8f49\u7b49\u8b8a\u5f62\uff0c\u6253\u4e82\u7a7a\u9593\u5c0d\u9f4a\uff0c\u907f\u514d\u6a21\u578b\u5b78\u5230\u300c\u76f4\u63a5\u628a\u53c3\u8003\u8cbc\u4e0a\u53bb\u300d\u7684\u4f5c\u5f0a\u8def\u7dda\u3002\u200b \u6a21\u578b\u8207\u6ce8\u610f\u529b\u8a2d\u8a08\u5f71\u7247\u8207\u53c3\u8003\u5716\u5148\u4e1f\u9032 VAE \u8b8a\u6210 latent\uff0c\u7136\u5f8c\u5728\u6642\u9593\u7dad\u5ea6\u628a\u300c\u5f71\u7247 latent\u300d\u548c\u300c\u53c3\u8003 latent\u300d\u4e32\u8d77\u4f86\uff0c\u4e00\u8d77\u4e1f\u9032 Transformer \u505a\u64f4\u6563\u3002\u53c3\u8003 latent \u4e0d\u52a0\u566a\u97f3\uff0c\u4fdd\u6301\u689d\u4ef6\u4e7e\u6de8\u3002\u200b \u81ea\u6ce8\u610f\u529b\u88e1\u7528\u300c\u6ce8\u610f\u529b\u906e\u7f69\u300d\u9650\u5236\uff1a\u5f71\u7247 token \u53ef\u4ee5\u4e92\u76f8\u770b\u3001\u4e5f\u80fd\u770b\u53c3\u8003\uff0c\u4f46\u53c3\u8003 token \u53ea\u80fd\u770b\u81ea\u5df1\u6709\u6548\u7684\u524d\u666f\u5340\u57df\uff0c\u907f\u514d\u6ce8\u610f\u5230\u80cc\u666f\u5e72\u64fe\u3002\u200b \u63a8\u8ad6\u6d41\u7a0b\u8207\u80fd\u529b\u63a8\u8ad6\u6642\uff0c\u6703\u5148\u7528\u9810\u8a13\u7df4\u5206\u5272\u5668\uff08\u4f8b\u5982 BiRefNet\uff09\u628a\u53c3\u8003\u5716\u7684\u4eba\u6216\u7269\u5206\u51fa\u4f86\uff1b\u5982\u679c\u60f3\u8981\u7528\u6574\u5f35\u80cc\u666f\u7576\u689d\u4ef6\uff0c\u5c31\u4e0d\u505a\u5206\u5272\u800c\u7528\u5168 1 \u906e\u7f69\u3002\u200b Saber \u53ef\u4ee5\u5403\u591a\u5f35\u53c3\u8003\uff0c\u652f\u63f4\u591a\u8996\u89d2\u540c\u4e00\u4e3b\u9ad4\uff0c\u4e5f\u80fd\u591a\u4e3b\u9ad4\uff1b\u5728 OpenS2V-Eval \u57fa\u6e96\u4e0a\uff0c\u4e3b\u9ad4\u4e00\u81f4\u6027\u8207\u6574\u9ad4\u54c1\u8cea\u90fd\u6bd4 Phantom\u3001VACE\u3001Kling1.6 \u7b49\u5c08\u9580 R2V \u6a21\u578b\u66f4\u597d\u3002\u200b \u9650\u5236\u8207\u5c55\u671b\u7576\u53c3\u8003\u5716\u904e\u591a\uff08\u4f8b\u5982 12 \u5f35\uff09\u6642\uff0c\u6a21\u578b\u6709\u6a5f\u6703\u300c\u5d29\u58de\u300d\uff0c\u628a\u4e0d\u540c\u53c3\u8003\u788e\u7247\u786c\u6e4a\u5728\u540c\u4e00\u756b\u9762\uff0c\u8a9e\u7fa9\u6574\u5408\u4e0d\u8db3\u3002\u200b \u76ee\u524d\u91cd\u5fc3\u5728\u8eab\u4efd\u4fdd\u7559\u8207\u8996\u89ba\u81ea\u7136\u5ea6\uff0c\u5c0d\u975e\u5e38\u7d30\u7dfb\u7684\u52d5\u4f5c\u63a7\u5236\u6216\u8907\u96dc\u6642\u5e8f\u4e00\u81f4\u6027\u4ecd\u4e0d\u5b8c\u7f8e\uff0c\u672a\u4f86\u65b9\u5411\u5305\u62ec\u66f4\u8070\u660e\u5730\u6574\u5408\u5927\u91cf\u53c3\u8003\u53ca\u66f4\u53ef\u63a7\u7684\u52d5\u4f5c\u8207\u771f\u5be6\u611f\u3002 \u5b98\u65b9 GitHub \u5132\u5b58\u5eab\u70ba&nbsp;https:\/\/github.com\/franciszzj\/Saber\uff0c\u63d0\u4f9b\u6a21\u578b\u7d30\u7bc0\u8207\u8a13\u7df4\u8cc7\u8a0a\u3002&nbsp;\u8ad6\u6587\u300aScaling Zero-Shot Reference-to-Video Generation\u300b\u767c\u5e03\u65bc arXiv (2512.06905)\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[157,120,133],"tags":[],"class_list":["post-6932","post","type-post","status-publish","format-standard","hentry","category-157","category-120","category-133"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/6932","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=6932"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/6932\/revisions"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=6932"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=6932"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=6932"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}