{"id":5509,"date":"2024-10-03T05:22:00","date_gmt":"2024-10-02T20:22:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5509"},"modified":"2024-10-03T05:22:00","modified_gmt":"2024-10-02T20:22:00","slug":"walker-self-supervised-multiple-object-tracking-by-walking-on-temporal-appearance-graphs","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5509","title":{"rendered":"Walker: Self-supervised Multiple Object Tracking by Walking on Temporal Appearance Graphs"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Walker: Self-supervised Multiple Object Tracking by Walking on Temporal Appearance Graphs\u00a0<\/strong>[117.7]<br>\u3053\u308c\u306f\u3001\u758e\u7d50\u5408\u306a\u30dc\u30c3\u30af\u30b9\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3068\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u30e9\u30d9\u30eb\u306e\u306a\u3044\u30d3\u30c7\u30aa\u304b\u3089\u5b66\u7fd2\u3059\u308b\u3001\u521d\u3081\u3066\u306e\u30bb\u30eb\u30d5\u6559\u5e2b\u4ed8\u304d\u30c8\u30e9\u30c3\u30ab\u30fc\u3067\u3042\u308b\u3002 Walker\u6c0f\u306fMOT17\u3001DanceTrack\u3001BDD100K\u3067\u7af6\u4e89\u529b\u3092\u767a\u63ee\u3059\u308b\u6700\u521d\u306e\u30bb\u30eb\u30d5\u30c8\u30e9\u30c3\u30ab\u30fc\u3067\u3042\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2409.17221v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2409.17221v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 25 Sep 2024 18:00:00 GMT)<\/li>\n\n\n\n<li>\u300cRemarkably, our proposal outperforms the previous self-supervised trackers even when drastically reducing the annotation requirements by up to 400x.\u300d\u3092\u4e3b\u5f35\u3059\u308b\u30c8\u30e9\u30c3\u30ad\u30f3\u30b0\u624b\u6cd5\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/mattiasegu\/walker\">GitHub &#8211; mattiasegu\/walker: Walker: Self-supervised Multiple Object Tracking by Walking on Temporal Appearance Graphs (ECCV 2024)<\/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":[355,412],"class_list":["post-5509","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-self-supervised-learning","tag-tracking"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5509","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=5509"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5509\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5509"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5509"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5509"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}