{"id":4891,"date":"2024-05-24T04:11:00","date_gmt":"2024-05-23T19:11:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4891"},"modified":"2024-05-24T04:11:00","modified_gmt":"2024-05-23T19:11:00","slug":"mambaout-do-we-really-need-mamba-for-vision","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4891","title":{"rendered":"MambaOut: Do We Really Need Mamba for Vision?\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>MambaOut: Do We Really Need Mamba for Vision?\u00a0<\/strong>[70.6]<br>\u72b6\u614b\u7a7a\u9593\u30e2\u30c7\u30eb(SSM)\u306eRNN\u30e9\u30a4\u30af\u306a\u30c8\u30fc\u30af\u30f3\u30df\u30ad\u30b5\u30fc\u3092\u5099\u3048\u305f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u3042\u308bMamba\u304c\u6700\u8fd1\u5c0e\u5165\u3055\u308c\u3001\u6ce8\u610f\u6a5f\u69cb\u306e2\u6b21\u8907\u96d1\u3055\u306b\u5bfe\u51e6\u3057\u305f\u3002 \u672c\u8ad6\u6587\u306f,\u30de\u30f3\u30d0\u304c\u9577\u5468\u671f\u304a\u3088\u3073\u81ea\u5df1\u56de\u5e30\u7279\u6027\u3092\u6709\u3059\u308b\u30bf\u30b9\u30af\u306b\u7406\u60f3\u7684\u306b\u9069\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u6982\u5ff5\u7684\u306b\u7d50\u8ad6\u3065\u3051\u308b\u3002 \u6211\u3005\u306f,\u30b3\u30a2\u30c8\u30fc\u30af\u30f3\u30df\u30ad\u30b5\u30fc\u3067\u3042\u308bSSM\u3092\u9664\u53bb\u3057\u306a\u304c\u3089,Mamba\u30d6\u30ed\u30c3\u30af\u3092\u7a4d\u307f\u91cd\u306d\u3066emphMambaOut\u3068\u3044\u3046\u4e00\u9023\u306e\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2405.07992v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2405.07992v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 13 May 2024 17:59:56 GMT)<\/li>\n\n\n\n<li>Mamba\u306e\u7279\u5fb4\u3092\u300cMamba is ideally suited for tasks with long-sequence and autoregressive characteristics.\u300d\u3068\u3057\u3001\u5206\u985e\u554f\u984c\u306b\u306f\u4e0d\u8981\u3067\u3042\u308b\u3068\u3057\u3001\u5b9f\u8a3c\u3057\u305f\u8ad6\u6587\u3002\u4e00\u65b9\u3067\u300cthe potential of Mamba for visual detection and segmentation tasks, which align with the long-sequence characteristic, merits further exploration.\u300d\u3068\u3082\u3042\u308a\u3001\u30bf\u30b9\u30af\u306e\u7279\u5fb4\u3092\u8e0f\u307e\u3048\u308b\u3053\u3068\u304c\u91cd\u8981\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[235],"class_list":["post-4891","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-mamba"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4891","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4891"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4891\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4891"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4891"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4891"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}