{"id":10134,"date":"2026-07-10T19:38:04","date_gmt":"2026-07-10T11:38:04","guid":{"rendered":"https:\/\/infernews.com\/blog\/siggraph-2026-official-implementation-of-quot-longe2v-long-horizon-event-based-v\/"},"modified":"2026-07-10T19:39:24","modified_gmt":"2026-07-10T11:39:24","slug":"siggraph-2026-official-implementation-of-quot-longe2v-long-horizon-event-based-v","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/siggraph-2026-official-implementation-of-quot-longe2v-long-horizon-event-based-v\/","title":{"rendered":"LongE2V \u628a\u4e8b\u4ef6\u6d41\u8b8a\u6210\u7a69\u5b9a\u9577\u5f71\u7247"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/teaser-4.jpg\" alt=\"Logo\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e8b\u4ef6\u76f8\u6a5f\u8cc7\u6599\u672c\u8eab\u53c8\u7a00\u758f\u53c8\u788e\uff0c\u756b\u9762\u4e00\u62c9\u9577\uff0c\u5f88\u591a\u65b9\u6cd5\u4e0d\u662f\u7d0b\u7406\u767c\u7cca\uff0c\u5c31\u662f\u524d\u5f8c\u6bb5\u843d\u958b\u59cb\u98c4\u3002LongE2V \u8d70\u7684\u662f\u7814\u7a76\u578b<strong>\u6a21\u578b\uff0f\u6846\u67b6<\/strong>\u8def\u7dda\uff0c\u76ee\u6a19\u4e0d\u662f\u53ea\u4fee\u4e00\u6bb5\u77ed\u7247\uff0c\u800c\u662f\u628a sparse event streams \u8f49\u6210\u8f03\u7a69\u5b9a\u7684\u9577\u5f71\u7247\uff0c\u4e26\u4e14\u540c\u6642\u8655\u7406 reconstruction\u3001prediction \u540c frame interpolation\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u985e\u505a\u6cd5\u5e38\u898b\u5169\u689d\u8def\uff1a\u4e00\u985e\u7528 regression methods\uff0c\u901f\u5ea6\u76f4\u63a5\u4f46\u5bb9\u6613\u640d\u5931\u7d30\u7bc0\uff1b\u53e6\u4e00\u985e\u96d6\u7136\u6709 generative models \u7684\u756b\u8cea\u512a\u52e2\uff0c\u9577\u5e8f\u5217\u53c8\u5bb9\u6613\u51fa\u73fe temporal drift\u3002LongE2V \u628a pre-trained video diffusion priors \u62c9\u9032 event-based video \u4efb\u52d9\uff0c\u518d\u52a0\u4e0a Autoregressive Unrolling\u3001Adaptive Context Switching\uff0c\u4ee5\u53ca\u63d2\u5e40\u7528\u7684 Reencoding Alignment with Cross Residual Correction\uff0c\u6838\u5fc3\u53d6\u5411\u5f88\u6e05\u695a\uff1a\u63a5\u53d7\u7cfb\u7d71\u66f4\u8907\u96dc\uff0c\u63db\u53d6\u8f03\u9577\u6642\u9593\u7684\u4e00\u81f4\u6027\u540c\u611f\u77e5\u54c1\u8cea\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/cdfan0627.github.io\\\/LongE2V-page\\\/assets\\\/videos\\\/teaser.mp4&quot;,&quot;repeat&quot;:true,&quot;autoplay&quot;:true,&quot;muted&quot;:true,&quot;align&quot;:&quot;&quot;,&quot;poster&quot;:&quot;&quot;,&quot;controls&quot;:{&quot;play-large&quot;:true,&quot;restart&quot;:false,&quot;rewind&quot;:true,&quot;play&quot;:true,&quot;fast-forward&quot;:true,&quot;progress&quot;:true,&quot;current-time&quot;:true,&quot;duration&quot;:false,&quot;mute&quot;:true,&quot;volume&quot;:true,&quot;pip&quot;:false,&quot;airplay&quot;:false,&quot;settings&quot;:true,&quot;download&quot;:false,&quot;fullscreen&quot;:true},&quot;width&quot;:&quot;100%&quot;,&quot;radius&quot;:&quot;0px&quot;,&quot;resetOnEnd&quot;:false,&quot;autoHideControl&quot;:true,&quot;isSetup&quot;:false}'\n><\/div>\n\n\n<p class=\"wp-block-paragraph\">\u90e8\u7f72\u74b0\u5883\u4ee5 Python 3.10 \u70ba\u57fa\u790e\uff0cLinux \u52a0 NVIDIA GPU\uff0c\u540c\u6642\u4f9d\u8cf4\u6574\u7406\u597d\u5605\u8cc7\u6599\u7d50\u69cb\uff1b\u8a13\u7df4\u8981\u6bcf\u6bb5 sequence \u6e96\u5099 images\/<em>.png\u3001voxels\/<\/em>.npz \u540c cogvlm_prompts.txt\uff0c\u63a8\u7406\u524d\u4ea6\u8981\u78ba\u4fdd voxel \u6a94\u540d\u3001\u6578\u91cf\u540c\u8cc7\u6599\u593e\u5b8c\u5168\u5c0d\u9f4a\uff0c\u56e0\u70ba\u591a\u4e00\u500b\u6216\u5c11\u4e00\u500b voxel \u6a94\uff0c\u90fd\u6703\u6539\u8b8a\u4e8b\u4ef6\u5207\u584a\u65b9\u5f0f\uff0c\u76f4\u63a5\u5f71\u97ff\u8a13\u7df4\u540c\u63a8\u7406\u7d50\u679c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u91cd\u9ede\u6574\u7406\u5982\u4e0b\uff1a<br>\n&#8211; \u540c\u4e00\u5957\u6846\u67b6\u8986\u84cb reconstruction\u3001prediction\u3001frame interpolation\uff0c\u6e1b\u5c11\u6bcf\u500b\u4efb\u52d9\u5404\u81ea\u7dad\u8b77\u4e00\u5957\u6a21\u578b\u7684\u5272\u88c2\u60c5\u6cc1<br>\n&#8211; reconstruction \/ prediction \u4ee5 ECD\u3001MVSEC\u3001HQF \u70ba\u4e3b\uff0cinterpolation \u7528 BS-ERGB \u540c HQF<br>\n&#8211; \u7a7a\u4e8b\u4ef6\u5340\u9593\u6703\u5beb\u5165 zero voxels\uff0c\u907f\u514d\u6642\u5e8f\u9577\u5ea6\u5c0d\u4e0d\u4e0a<br>\n&#8211; <code>--reverse-time --reverse-polarity<\/code> \u7522\u751f\u7684 voxels_reverse \u53ea\u4f9b interpolation \u6e2c\u8a66\u4f7f\u7528\uff0c\u5514\u9700\u8981\u5e36\u5165 reconstruction\u3001prediction \u6216\u8a13\u7df4<br>\n&#8211; \u5728 real-world benchmarks \u4e0a\u512a\u65bc\u591a\u500b state-of-the-art \u65b9\u6cd5\uff0c\u4e26\u5f37\u8abf temporal coherence \u540c zero-shot generalization<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f8\u95dc\u6a21\u578b\u5305\u62ec E2VID\u3001FireNet\u3001ET-Net\u3001SPADE-E2VID\u3001SSL-E2VID\u3001HyperE2VID\u3001VDM-EVFI\u3001CBMNet-Large \u540c TLXNet+\u3002LongE2V \u8f03\u9069\u5408\u505a\u4e8b\u4ef6\u76f8\u6a5f\u3001\u8996\u89ba\u751f\u6210\u3001\u6a5f\u68b0\u611f\u77e5\u6216\u5b78\u8853\u91cd\u73fe\u7684\u5718\u968a\u53c3\u8003\uff1b\u5b83\u5438\u5f15\u4e4b\u8655\u5728\u65bc\u628a\u4e09\u985e\u4efb\u52d9\u6536\u9032\u540c\u4e00\u500b video diffusion framework\uff0c\u4f46\u4ee3\u50f9\u662f\u8cc7\u6599\u524d\u8655\u7406\u8981\u6c42\u56b4\u683c\u3001\u786c\u4ef6\u9580\u6abb\u504f\u9ad8\uff0c\u6574\u9ad4\u66f4\u50cf\u9762\u5411\u7814\u7a76\u8207\u5be6\u9a57\u5ba4\u5de5\u4f5c\u6d41\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/cdfan0627.github.io\/LongE2V-page\/\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/cdfan0627\/LongE2V\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/arxiv.org\/pdf\/2607.08770\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>Paper<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>LongE2V \u91dd\u5c0d\u4e8b\u4ef6\u76f8\u6a5f\u6700\u96e3\u8655\u7406\u7684\u9577\u6642\u5e8f\u7a69\u5b9a\u5ea6\u843d\u624b\uff0c\u60f3\u540c\u6642\u505a\u597d\u91cd\u5efa\u3001\u9810\u6e2c\u8207\u88dc\u5e40\u3002\u4f60\u53ef\u4ee5\u628a\u5b83\u7406\u89e3\u6210\u4e00\u5957\u7528 video diffusion model \u88dc\u56de\u9023\u7e8c\u756b\u9762\u7684\u7814\u7a76\u578b\u6846\u67b6\u3002<\/p>\n","protected":false},"author":8,"featured_media":10133,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,168,179,152,31,197,76],"tags":[],"class_list":["post-10134","post","type-post","status-publish","format-standard","hentry","category-133","category-linux","category-nvidia","category-python","category-video","category-framework","category-76"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10134","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\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=10134"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10134\/revisions"}],"predecessor-version":[{"id":10136,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10134\/revisions\/10136"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10133"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10134"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10134"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10134"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}