{"id":2077,"date":"2022-07-19T05:00:00","date_gmt":"2022-07-18T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2077"},"modified":"2022-07-19T05:00:00","modified_gmt":"2022-07-18T20:00:00","slug":"slak-sparse-large-kernel-network","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2077","title":{"rendered":"SLaK: Sparse Large Kernel Network"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>More ConvNets in the 2020s: Scaling up Kernels Beyond 51&#215;51 using Sparsity\u00a0<\/strong>[103.6]<br>\u6700\u8fd1\u3001\u3044\u304f\u3064\u304b\u306e\u5148\u9032\u7684\u306a\u7573\u307f\u8fbc\u307f\u30e2\u30c7\u30eb\u304c\u3001\u5c40\u6240\u7684\u3060\u304c\u5927\u304d\u306a\u6ce8\u610f\u6a5f\u69cb\u306b\u3088\u3063\u3066\u52d5\u6a5f\u4ed8\u3051\u3089\u308c\u305f\u5927\u304d\u306a\u30ab\u30fc\u30cd\u30eb\u3067\u5f8c\u9000\u3057\u3066\u3044\u308b\u3002 \u672c\u7a3f\u3067\u306f,51&#215;51\u30ab\u30fc\u30cd\u30eb\u3092\u5099\u3048\u305f\u7d14\u7c8b\u306aCNN\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u3042\u308bSparse Large Kernel Network (SLaK)\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2207.03620v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2207.03620v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 7 Jul 2022 23:55:52 GMT)<ul><li>\u5927\u304d\u306a\u30ab\u30fc\u30cd\u30eb\u30b5\u30a4\u30ba\u3092\u6301\u3064CNN\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u63d0\u6848\u3002ConvNeXt\u00a0\u3068\u540c\u69d8\u4ee5\u4e0a\u306e\u6027\u80fd\u3068\u306e\u3053\u3068\u3002<ul><li>\u30ea\u30fc\u30c0\u30fc\u30dc\u30fc\u30c9\u306f<a href=\"https:\/\/paperswithcode.com\/sota\/image-classification-on-imagenet?tag_filter=171\">ImageNet Benchmark (Image Classification) | Papers With Code<\/a>\uff1f<\/li><li>\u30c7\u30fc\u30bf\u306e\u6761\u4ef6\u3084\u30d1\u30e9\u30e1\u30fc\u30bf\u30b5\u30a4\u30ba\u306a\u3069\u8003\u616e\u4e8b\u9805\u304c\u591a\u304f\u6bd4\u8f03\u304c\u7c21\u5358\u3067\u306f\u306a\u3044<\/li><\/ul><\/li><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/VITA-Group\/SLaK\">GitHub &#8211; VITA-Group\/SLaK: &#8220;More ConvNets in the 2020s: Scaling up Kernels Beyond 51&#215;51 using Sparsity&#8221;, Shiwei Liu, Tianlong Chen, Xiaohan Chen, Xuxi Chen, Qiao Xiao, Boqian Wu, Mykola Pechenizkiy, Decebal Constantin Mocanu, Zhangyang Wang<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>More ConvNets in the 2020s: Scaling up Kernels Beyond 51&#215;51 using Sparsity\u00a0[103.6]\u6700\u8fd1\u3001\u3044\u304f\u3064\u304b\u306e\u5148\u9032\u7684\u306a\u7573\u307f\u8fbc\u307f\u30e2\u30c7\u30eb\u304c\u3001\u5c40\u6240 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=2077\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;SLaK: Sparse Large Kernel Network&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[68],"class_list":["post-2077","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-cnn"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2077","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=2077"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2077\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2077"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2077"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2077"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}