{"id":1579,"date":"2026-03-06T17:33:31","date_gmt":"2026-03-06T17:33:31","guid":{"rendered":"https:\/\/cchsu.info\/wordpress\/?p=1579"},"modified":"2026-08-12T15:56:13","modified_gmt":"2026-08-12T07:56:13","slug":"news-elsa-exact-linear-scan-attention-cvpr-findings","status":"publish","type":"post","link":"https:\/\/cchsu.info\/wordpress\/2026\/03\/06\/news-elsa-exact-linear-scan-attention-cvpr-findings\/","title":{"rendered":"[News!] One paper accepted to CVPR 2026 Findings!"},"content":{"rendered":"<p>\u606d\u559c\u6b23\u8fea\u3001\u6c83\u5ead\u3001\u5bb6\u9298\u8207\u5171\u540c\u4f5c\u8005\uff01\u6211\u5011\u7684 <strong>ELSA: Exact Linear-Scan Attention for Fast and Memory-Light Vision Transformers<\/strong> \u7372 <em>CVPR 2026 Findings<\/em> \u63a5\u53d7\u3002<\/p>\n<p>attention \u662f Vision Transformer \u548c long-context model \u6700\u5bb9\u6613\u5403\u6389\u8a18\u61b6\u9ad4\u7684\u5730\u65b9\u3002ELSA \u4e0d\u505a approximation\uff0c\u4e5f\u4e0d\u9700\u8981\u91cd\u65b0\u8a13\u7df4\uff1b\u5b83\u628a exact softmax attention \u6539\u5beb\u6210\u53ef\u5e73\u884c\u7684 prefix-scan \u8a08\u7b97\uff0c\u8b93\u9ad8\u89e3\u6790\u5ea6 vision \u548c\u9577\u5e8f\u5217\u63a8\u8ad6\u5728\u4e0d\u540c\u786c\u9ad4\u4e0a\u66f4\u6709\u6a5f\u6703\u771f\u6b63\u8dd1\u5f97\u52d5\u3002\u9019\u4e5f\u662f\u6211\u5011\u4e00\u76f4\u60f3\u505a\u7684 Efficient AI\uff1a\u6709\u6548\uff0c\u4f46\u4e0d\u8981\u628a\u539f\u672c\u8a72\u6709\u7684\u7d50\u679c\u5f04\u58de\u3002<\/p>\n<p>[<a href=\"https:\/\/arxiv.org\/abs\/2604.23798\" target=\"_blank\" rel=\"noopener noreferrer\">arXiv<\/a>] [<a href=\"https:\/\/github.com\/ming053l\/ELSA\" target=\"_blank\" rel=\"noopener noreferrer\">Code<\/a>]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u606d\u559c\u6b23\u8fea\u3001\u6c83\u5ead\u3001\u5bb6\u9298\u8207\u5171\u540c\u4f5c\u8005\uff01\u6211\u5011\u7684 ELSA: Exact Linear-Scan Attention f [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-1579","post","type-post","status-publish","format-standard","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/posts\/1579","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/comments?post=1579"}],"version-history":[{"count":1,"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/posts\/1579\/revisions"}],"predecessor-version":[{"id":1840,"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/posts\/1579\/revisions\/1840"}],"wp:attachment":[{"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/media?parent=1579"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/categories?post=1579"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cchsu.info\/wordpress\/wp-json\/wp\/v2\/tags?post=1579"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}