{"id":5066,"date":"2024-07-02T05:58:00","date_gmt":"2024-07-01T20:58:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5066"},"modified":"2024-07-02T05:58:00","modified_gmt":"2024-07-01T20:58:00","slug":"mamba-or-rwkv-exploring-high-quality-and-high-efficiency-segment-anything-model","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5066","title":{"rendered":"Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model\u00a0<\/strong>[138.2]<br>\u5909\u63db\u5668\u3092\u7528\u3044\u305f\u5206\u5272\u6cd5\u306f\u9ad8\u89e3\u50cf\u5ea6\u753b\u50cf\u3092\u6271\u3046\u969b\u306e\u52b9\u7387\u7684\u306a\u63a8\u8ad6\u306e\u8ab2\u984c\u306b\u76f4\u9762\u3057\u3066\u3044\u308b\u3002 \u672c\u7814\u7a76\u3067\u306f,\u7570\u306a\u308b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a2\u7d22\u3057,\u52b9\u7387\u7684\u306a\u30bb\u30b0\u30e1\u30f3\u30c8\u30fb\u30a2\u30ba\u30fb\u30a2\u30fb\u30e2\u30c7\u30eb\u306e\u8a2d\u8a08\u306b\u7126\u70b9\u3092\u3042\u3066\u308b\u3002 RWKV-SAM \u306f SAM-like \u30e2\u30c7\u30eb\u306e\u305f\u3081\u306e\u5358\u7d14\u3067\u52b9\u679c\u7684\u3067\u9ad8\u901f\u306a\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u3067\u3042\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2406.19369v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2406.19369v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 27 Jun 2024 17:49:25 GMT)<\/li>\n\n\n\n<li>Segment Anything\u30e2\u30c7\u30eb\u306b\u304a\u3051\u308bRWKV\u3068Mamba\u3092\u6bd4\u8f03\u3001RWKV-SAM\u3068\u3044\u3046\u9ad8\u901f\u304b\u3064\u9ad8\u6027\u80fd\u306a\u69cb\u9020\u3092\u63d0\u6848\u3002\u300cIn particular, we find that under the efficient segmentation setting of high-resolution image inputs, RWKV runs faster than Mamba.\u300d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/HarborYuan\/ovsam\">GitHub &#8211; HarborYuan\/ovsam: [arXiv preprint] The official code of paper &#8220;Open-Vocabulary SAM&#8221;.<\/a><\/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":[235,346],"class_list":["post-5066","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-mamba","tag-rwkv"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5066","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=5066"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5066\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5066"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5066"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5066"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}