{"id":9256,"date":"2021-10-12T13:44:44","date_gmt":"2021-10-12T18:44:44","guid":{"rendered":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/?p=9256"},"modified":"2026-02-18T11:29:32","modified_gmt":"2026-02-18T16:29:32","slug":"lace-for-image-classification-accepted-to-wacv-2022","status":"publish","type":"post","link":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/2021\/10\/12\/lace-for-image-classification-accepted-to-wacv-2022\/","title":{"rendered":"Lace for image classification accepted to WACV 2022!"},"content":{"rendered":"<p>Congratulations to our labmates: <strong>Joshua Peeples<\/strong>, <strong>Connor McCurley<\/strong>, <strong>Sarah Walker, <\/strong>\u00a0<strong>Dylan Stewart<\/strong> and <strong>Alina Zare<\/strong>! Their paper, <strong>&#8220;LEARNABLE ADAPTIVE COSINE ESTIMATOR (LACE) FOR IMAGE CLASSIFICATION &#8220;,<\/strong> was recently accepted to <strong>IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), 2022<em>. <\/em><\/strong>In the paper, the authors propose a new loss to improve feature discriminability and classification performance.<\/p>\n<p>Check out the paper and key results <a href=\"https:\/\/arxiv.org\/abs\/2110.05324\">here!<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Congratulations to our labmates: Joshua Peeples, Connor McCurley, Sarah Walker, \u00a0Dylan Stewart and Alina Zare! Their paper, &#8220;LEARNABLE ADAPTIVE COSINE ESTIMATOR (LACE) FOR IMAGE CLASSIFICATION &#8220;, was recently accepted to IEEE\/CVF Winter Conference on Applications of Computer Vision (WACV), 2022. In the paper, the authors propose a new loss to improve feature discriminability and classification [&hellip;]<\/p>\n","protected":false},"author":28,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"single-templates\/single-sidebar-none.php","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"featured_post":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[9],"tags":[31,35,787],"class_list":["post-9256","post","type-post","status-publish","format-standard","hentry","category-news","tag-cosine-estimator","tag-image-classification","tag-wacv-2022"],"acf":[],"_links":{"self":[{"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/posts\/9256","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/users\/28"}],"replies":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/comments?post=9256"}],"version-history":[{"count":1,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/posts\/9256\/revisions"}],"predecessor-version":[{"id":15087,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/posts\/9256\/revisions\/15087"}],"wp:attachment":[{"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/media?parent=9256"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/categories?post=9256"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/machine-learning\/wp-json\/wp\/v2\/tags?post=9256"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}