{"id":66,"date":"2017-02-24T10:39:52","date_gmt":"2017-02-24T10:39:52","guid":{"rendered":"http:\/\/project.inria.fr\/aloof\/?page_id=66"},"modified":"2018-06-12T08:48:48","modified_gmt":"2018-06-12T08:48:48","slug":"publications","status":"publish","type":"page","link":"https:\/\/project.inria.fr\/aloof\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<p><\/p>\n<h2>2018<\/h2>\n<ul>\n<li>Valerio Basile, Roque Lopez, Elena Cabrio. <strong><em>Measuring Frame Instance Relatedness <\/em><\/strong>.\u00a0 In Proceedings of Joint Conference on Lexical and Computational Semantics (*SEM). [<a href=\"http:\/\/www.aclweb.org\/anthology\/S18-2029\">PDF<\/a>]<\/li>\n<\/ul>\n<h2>2017<\/h2>\n<ul>\n<li>Jay Young, Lars Kunze, Valerio Basile, Elena Cabrio, Nick Hawes, Barbara Caputo. <strong><em>Semantic Web-Mining\u00a0 and Deep Vision for Lifelong Object Discovery<\/em><\/strong>.\u00a0 In Proceedings of the International Conference on Robotics and Automation (ICRA). [<a href=\"http:\/\/ieeexplore.ieee.org\/document\/7989323\/\">PDF<\/a>]<\/li>\n<li>Fabio Maria Carlucci, Paolo Russo, Barbara Caputo. <strong><em>A Deep Representation for Depth Images from Synthetic Data<\/em><\/strong>. In proceedings of the International Conference on Robotics and Automation (ICRA). [<a href=\"http:\/\/ieeexplore.ieee.org\/document\/7989162\/\">PDF<\/a>]<span id=\"OBJ_PREFIX_DWT351_com_zimbra_url\" class=\"Object\"><span id=\"OBJ_PREFIX_DWT371_com_zimbra_url\" class=\"Object\"><\/span><\/span><\/li>\n<li>Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, Elisa Ricci, Samuel Rota Bul\u00f2.\u00a0<strong><em> Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation<\/em><\/strong>. Preprint available at ArXiV. [<a href=\"https:\/\/arxiv.org\/pdf\/1702.06332.pdf\">PDF<\/a>]<\/li>\n<\/ul>\n<h2>2016<\/h2>\n<ul>\n<li>Valerio Basile, Soufian Jebbara, Elena Cabrio, Philipp Cimiano. <strong><em>P<\/em><em>opulating a Knowledge Base with Object-Location Relations Using Distributional Semantics<\/em><\/strong>. In Proceedings of the 20th International Conference on Knowledge Engineering and Knowledge Management (EKAW). [<a href=\"https:\/\/hal.inria.fr\/hal-01403909\/document\">PDF<\/a>]<\/li>\n<li>Markus Vincze, Markus Bajones, Markus Suchi, Daniel Wolf, Astrid Weiss, David Fischinger, Paloma da la Puente. <em><strong>L<\/strong><strong><em>ea<\/em>rning and Detecting Objects with a Mobile Robot to Assist Older Adults in Their Homes<\/strong><\/em>. In Proceedings of the 4th International Workshop on Assistive Computer Vision and Robotics\u00a0 (ACVR). [<a href=\"http:\/\/link.springer.com\/chapter\/10.1007\/978-3-319-48881-3_22\">PDF<\/a>]<\/li>\n<li>Ilja Kuzborskij, Fabio Maria Carlucci, Barbara Caputo. <strong><em>When Naive Bayes Nearest Neighbors Meet Convolutional Neural Networks<\/em><\/strong>. In Proceedings of the 29th Conference on Computer Vision and Pattern Recognition (CVPR). [<a href=\"http:\/\/www.cv-foundation.org\/openaccess\/content_cvpr_2016\/papers\/Kuzborskij_When_Naive_Bayes_CVPR_2016_paper.pdf\">PDF<\/a>]<span id=\"OBJ_PREFIX_DWT222_com_zimbra_url\" class=\"Object\"><span id=\"OBJ_PREFIX_DWT242_com_zimbra_url\" class=\"Object-hover\"><\/span><\/span><\/li>\n<li>Rocco De Rosa, Thomas Mensink, Barbara Caputo. <em><strong>Online Open World Recognition<\/strong><\/em>. Preprint available at ArXiV. [<a href=\"https:\/\/arxiv.org\/pdf\/1604.02275.pdf\">PDF<\/a>]<\/li>\n<li>Ilja Kuzborskij, Francesco Orabona, Barbara Caputo. <em><strong>Scalable Greedy Algorithms for Transfer Learning<\/strong><\/em>.<br \/>\nComputer Vision and Image Understanding Journal. [<a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1077314216301370\">PDF<\/a>].<\/li>\n<li>Tatiana Tommasi, Martina Lanzi, Paolo Russo, Barbara Caputo. <em><strong>Learning the Roots of Visual Domain Shift<\/strong><\/em>. In Proceedings of\u00a0 the 14th European Conference on Computer Vision Workshops. [<a href=\"https:\/\/arxiv.org\/pdf\/1607.06144.pdf\">PDF<\/a>]<\/li>\n<li>\n<div class=\"textLayer\">\n<div>Valerio Basile. <strong><em>A Repository of Frame Instance Lexicalizations for Generation.<\/em><\/strong> In Proceedings of the 2nd International Workshop on Natural Language Generation and the Semantic Web (WebNLG). [<a href=\"https:\/\/aclweb.org\/anthology\/W\/W16\/W16-3502.pdf\">PDF<\/a>]<\/div>\n<\/div>\n<\/li>\n<li>\n<div class=\"textLayer\">\n<div>Jay Young , Valerio Basile, Lars Kunze, Elena Cabrio, Nick Hawes. <strong><em>Towards Lifelong Object Learning by Integrating Situated Robot Perception and Semantic Web Mining<\/em><\/strong>. In Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI). [<a href=\"https:\/\/hal.inria.fr\/hal-01370140\/document\">PDF<\/a>]<\/div>\n<\/div>\n<\/li>\n<li>\n<div>Valerio Basile, Elena Cabrio, Fabien Gandon. <strong><em>Building a General Knowledge Base of Physical Objects for Robots<\/em><\/strong>. In Proceedings of the 13th\u00a0Extended Semantic Web Conference (ESWC). Poster. [<a href=\"https:\/\/hal.inria.fr\/hal-01330142\/\">PDF<\/a>]<\/div>\n<\/li>\n<li>\n<div class=\"textLayer\">\n<div>Markus Vincze, David Fischinger, Markus Bajones, Daniel Wolf, Markus Suchi, Lara Lammer, Astrid Weiss, Juergen Pripfl, Tobias Koertner, Christoph Gisinger. <strong><em>What Older Adults would Like a robot to Do in Their Homes &#8211; First results from a User Study in the Homes of Users<\/em><\/strong>.\u00a0In Proceedings of the 47th International Symposium on Robotics (ISR). [<a href=\"http:\/\/ieeexplore.ieee.org\/document\/7559131\/\">PDF<\/a>]<\/div>\n<\/div>\n<\/li>\n<li>\n<div>Valerio Basile, Elena Cabrio, Claudia Schon. <strong><em>KNEWS: Using Logical and Lexical Semantics to Extract Knowledge from Natural Language<\/em><\/strong>. In Proceedings of the 22nd European Conference on Artificial Intelligence (ECAI). Demo. [<a href=\"http:\/\/www.ecai2016.org\/content\/uploads\/2016\/09\/demo3-NLP.pdf\">PDF<\/a>]<\/div>\n<\/li>\n<\/ul>\n<h2>2015<\/h2>\n<ul>\n<li>\n<div>Ilja Kuzborskij, Francesco Orabona, Barbara Caputo. <strong><em>Transfer Learning Through Greedy Subset Selection<\/em><\/strong>. In Proceedings of the 18th International Conference on Image Analysis and Processing (ICIAP). <span style=\"color: #ff0000;\"><b>Best Paper Award<\/b><\/span>. [<a href=\"https:\/\/link.springer.com\/chapter\/10.1007%2F978-3-319-23231-7_1\">PDF<\/a>]<\/div>\n<\/li>\n<li>\n<div>Faraz Saeedan, Barbara Caputo. <strong><em>T<strong>o<\/strong>wards Learning free Naive Bayes Nearest Neighbor-based Domain Adaptation<\/em><\/strong>. In Proceedings of the 18th International Conference on Image Analysis and Processing (ICIAP). [<a href=\"https:\/\/arxiv.org\/pdf\/1503.07783.pdf\">PDF<\/a>]<\/div>\n<p>&nbsp;<\/li>\n<\/ul>\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>2018 Valerio Basile, Roque Lopez, Elena Cabrio. Measuring Frame Instance Relatedness .\u00a0 In Proceedings of Joint Conference on Lexical and Computational Semantics (*SEM). [PDF] 2017 Jay Young, Lars Kunze, Valerio Basile, Elena Cabrio, Nick Hawes, Barbara Caputo. Semantic Web-Mining\u00a0 and Deep Vision for Lifelong Object Discovery.\u00a0 In Proceedings of the International Conference on Robotics and &hellip; <\/p>\n<p><a class=\"more-link btn\" href=\"https:\/\/project.inria.fr\/aloof\/publications\/\">Continue reading<\/a><\/p>\n","protected":false},"author":1175,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-66","page","type-page","status-publish","hentry","nodate","item-wrap"],"_links":{"self":[{"href":"https:\/\/project.inria.fr\/aloof\/wp-json\/wp\/v2\/pages\/66","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/project.inria.fr\/aloof\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/project.inria.fr\/aloof\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/aloof\/wp-json\/wp\/v2\/users\/1175"}],"replies":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/aloof\/wp-json\/wp\/v2\/comments?post=66"}],"version-history":[{"count":39,"href":"https:\/\/project.inria.fr\/aloof\/wp-json\/wp\/v2\/pages\/66\/revisions"}],"predecessor-version":[{"id":190,"href":"https:\/\/project.inria.fr\/aloof\/wp-json\/wp\/v2\/pages\/66\/revisions\/190"}],"wp:attachment":[{"href":"https:\/\/project.inria.fr\/aloof\/wp-json\/wp\/v2\/media?parent=66"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}