{"id":862,"date":"2026-01-19T16:43:28","date_gmt":"2026-01-19T16:43:28","guid":{"rendered":"https:\/\/www.valeriogiuffrida.academy\/wp\/?page_id=862"},"modified":"2026-01-19T16:43:54","modified_gmt":"2026-01-19T16:43:54","slug":"yr2021","status":"publish","type":"page","link":"https:\/\/www.valeriogiuffrida.academy\/wp\/publications\/yr2021\/","title":{"rendered":"Publications: 2021"},"content":{"rendered":"\n\n<!-- Page-list plugin v.5.9 wordpress.org\/plugins\/page-list\/ -->\n<div class=\"page-list page-list-ext \">\n<div class=\"page-list-ext-item\"><div class=\"page-list-ext-image\"><a href=\"https:\/\/www.valeriogiuffrida.academy\/wp\/publications\/yr2021\/litrico2021\/\" title=\"Semi-Supervised Domain Adaptation for Holistic Counting under Label Gap\"><img decoding=\"async\" src=\"https:\/\/www.valeriogiuffrida.academy\/wp\/wp-content\/uploads\/2021\/11\/jimaging21.png\" width=\"150\" alt=\"Semi-Supervised Domain Adaptation for Holistic Counting under Label Gap\" \/><\/a><\/div> <h3 class=\"page-list-ext-title\"><a href=\"https:\/\/www.valeriogiuffrida.academy\/wp\/publications\/yr2021\/litrico2021\/\" title=\"Semi-Supervised Domain Adaptation for Holistic Counting under Label Gap\">Semi-Supervised Domain Adaptation for Holistic Counting under Label Gap<\/a><\/h3><div class=\"page-list-ext-item-content\">This paper proposes a novel approach for semi-supervised domain adaptation for holistic regression tasks, where a DNN predicts a continuous value y\u2208R given an input image x. The current literature generally lacks specific domain adaptation approaches for this task, as most of them mostly focus on classification. I...<\/div><\/div>\n<div class=\"page-list-ext-item\"><div class=\"page-list-ext-image\"><a href=\"https:\/\/www.valeriogiuffrida.academy\/wp\/publications\/yr2021\/franguleaetal21\/\" title=\"Plant phenotyping on-demand: an integrative web-based framework using drones and participatory sensing in greenhouses\"><img decoding=\"async\" src=\"https:\/\/www.valeriogiuffrida.academy\/wp\/wp-content\/uploads\/2021\/11\/Picture1_th.png\" width=\"150\" alt=\"Plant phenotyping on-demand: an integrative web-based framework using drones and participatory sensing in greenhouses\" \/><\/a><\/div> <h3 class=\"page-list-ext-title\"><a href=\"https:\/\/www.valeriogiuffrida.academy\/wp\/publications\/yr2021\/franguleaetal21\/\" title=\"Plant phenotyping on-demand: an integrative web-based framework using drones and participatory sensing in greenhouses\">Plant phenotyping on-demand: an integrative web-based framework using drones and participatory sensing in greenhouses<\/a><\/h3><div class=\"page-list-ext-item-content\">In this paper, we present an empirical evaluation of 30 features used in touch-based continuous authentication. It is essential to identify the most significant features for each user, as behaviour is different amongst humans. Thus, a fixed feature set cannot be applied to all models. We highlight this...<\/div><\/div>\n<div class=\"page-list-ext-item\"><div class=\"page-list-ext-image\"><a href=\"https:\/\/www.valeriogiuffrida.academy\/wp\/publications\/yr2021\/plant2021\/\" title=\"CAPE: Context-Aware Private Embeddings for Private Language Learning\"><img decoding=\"async\" src=\"https:\/\/www.valeriogiuffrida.academy\/wp\/wp-content\/uploads\/2021\/11\/cape.png\" width=\"150\" alt=\"CAPE: Context-Aware Private Embeddings for Private Language Learning\" \/><\/a><\/div> <h3 class=\"page-list-ext-title\"><a href=\"https:\/\/www.valeriogiuffrida.academy\/wp\/publications\/yr2021\/plant2021\/\" title=\"CAPE: Context-Aware Private Embeddings for Private Language Learning\">CAPE: Context-Aware Private Embeddings for Private Language Learning<\/a><\/h3><div class=\"page-list-ext-item-content\">Deep learning-based language models have achieved state-of-the-art results in a number of applications including sentiment analysis, topic labelling, intent classification and others. Obtaining text representations or embeddings using these models presents the possibility of encoding personally identifiable...<\/div><\/div>\n\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":62,"menu_order":21,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-862","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.valeriogiuffrida.academy\/wp\/wp-json\/wp\/v2\/pages\/862","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.valeriogiuffrida.academy\/wp\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.valeriogiuffrida.academy\/wp\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.valeriogiuffrida.academy\/wp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.valeriogiuffrida.academy\/wp\/wp-json\/wp\/v2\/comments?post=862"}],"version-history":[{"count":1,"href":"https:\/\/www.valeriogiuffrida.academy\/wp\/wp-json\/wp\/v2\/pages\/862\/revisions"}],"predecessor-version":[{"id":863,"href":"https:\/\/www.valeriogiuffrida.academy\/wp\/wp-json\/wp\/v2\/pages\/862\/revisions\/863"}],"up":[{"embeddable":true,"href":"https:\/\/www.valeriogiuffrida.academy\/wp\/wp-json\/wp\/v2\/pages\/62"}],"wp:attachment":[{"href":"https:\/\/www.valeriogiuffrida.academy\/wp\/wp-json\/wp\/v2\/media?parent=862"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}