{"id":15439,"date":"2024-04-01T17:05:28","date_gmt":"2024-04-01T20:05:28","guid":{"rendered":"https:\/\/www.frbb.utn.edu.ar\/frbb\/?p=15439"},"modified":"2026-04-15T16:04:58","modified_gmt":"2026-04-15T19:04:58","slug":"asecbb0010143tc","status":"publish","type":"post","link":"https:\/\/www.frbb.utn.edu.ar\/frbb\/scyt\/proyectos\/vigentes-con-incentivo\/asecbb0010143tc\/","title":{"rendered":"ASECBB0010143TC &#8211; Compresi\u00f3n de im\u00e1genes usando votaci\u00f3n de modelos auto-supervisados eficientes y arquitecturas computacionales est\u00e1ndar"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"15439\" class=\"elementor elementor-15439\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-fdf9446 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fdf9446\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1c9f334\" data-id=\"1c9f334\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5f3f1c9 elementor-widget elementor-widget-elementskit-heading\" data-id=\"5f3f1c9\" data-element_type=\"widget\" data-widget_type=\"elementskit-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"ekit-wid-con\" ><div class=\"ekit-heading elementskit-section-title-wraper text_left   ekit_heading_tablet-   ekit_heading_mobile-\"><h2 class=\"ekit-heading--title elementskit-section-title \">ASECBB0010143TC - Compresi\u00f3n de im\u00e1genes usando votaci\u00f3n de modelos auto-supervisados eficientes y arquitecturas computacionales est\u00e1ndar<\/h2><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-155e904c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"155e904c\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-337ef59\" data-id=\"337ef59\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2d1e0bc0 elementor-widget elementor-widget-text-editor\" data-id=\"2d1e0bc0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.23.0 - 05-08-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<!-- wp:html -->\n<div class=\"row\">\n<div class=\"col-md-12\">\n<p><i class=\"fas fa-user-graduate\" style=\"padding-right: 5px; color: #bcce0f;\"><\/i> Director: <span style=\"font-weight: 600; text-transform: uppercase;\"> IPARRAGUIRRE, JAVIER<\/span><\/p>\n<p><i class=\"far fa-calendar-alt\" style=\"padding-right: 5px; color: #bcce0f;\"><\/i> Fecha de Inicio: <span style=\"font-weight: 600;\"> 1\/4\/2024 <\/span> &#8211; <i class=\"far fa-calendar-alt\" style=\"padding-left: 5px; padding-right: 5px; color: #bcce0f;\"><\/i> Fecha de Finalizaci\u00f3n: <span style=\"font-weight: 600;\"> 31\/3\/2027<\/span><\/p>\n<p><i class=\"fas fa-coins\" style=\"padding-right: 5px; color: #bcce0f;\"><\/i> Grupo\/UCT: <span style=\"font-weight: 600;\"> SITIC<\/span><\/p>\n<p><i class=\"fas fa-share-alt\" style=\"padding-right: 5px; color: #bcce0f;\"><\/i> Tipo de proyecto: <span style=\"font-weight: 600;\">PID Equipos en consolidaci\u00f3n CON incentivos<\/span><\/p>\n<\/div>\n<\/div>\n<!-- \/wp:html -->\n<p>&nbsp;<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ffd444 elementor-widget elementor-widget-eael-adv-tabs\" data-id=\"9ffd444\" data-element_type=\"widget\" data-widget_type=\"eael-adv-tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t        <div data-scroll-on-click=\"no\" data-scroll-speed=\"300\" id=\"eael-advance-tabs-9ffd444\" class=\"eael-advance-tabs eael-tabs-horizontal eael-tab-auto-active \" data-tabid=\"9ffd444\">\n            <div class=\"eael-tabs-nav\">\n                <ul class=\"eael-tab-inline-icon\" role=\"tablist\">\n                                            <li id=\"integrantes-del-proyecto\" class=\"inactive eael-tab-item-trigger\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"integrantes-del-proyecto-tab\" aria-expanded=\"false\">\n                            \n                                                                <i class=\"fas fa-user-friends\"><\/i>                                                            \n                                                            <span class=\"eael-tab-title  title-after-icon\">Integrantes del proyecto<\/span>                            \n                                                    <\/li>\n                                            <li id=\"resumen-del-proyecto\" class=\"active-default eael-tab-item-trigger\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"resumen-del-proyecto-tab\" aria-expanded=\"false\">\n                            \n                                                                <i class=\"fas fa-file-signature\"><\/i>                                                            \n                                                            <span class=\"eael-tab-title  title-after-icon\">Resumen del proyecto<\/span>                            \n                                                    <\/li>\n                                    <\/ul>\n            <\/div>\n            \n            <div class=\"eael-tabs-content\">\n\t\t        \n                    <div id=\"integrantes-del-proyecto-tab\" class=\"clearfix eael-tab-content-item inactive\" data-title-link=\"integrantes-del-proyecto-tab\">\n\t\t\t\t        \t\t\t\t\t        <!--wp html -->\n<div class=\"row\">\n<div class=\"col-xs-12 col-sm-12 col-md-6\">\n<div class=\"intgemat shadow-sm text-left\" style=\"background-color: #ffffff; font-size: 15px; border-radius: 0px; padding-bottom: 30px; padding-top: 30px; padding-left: 20px; color: #333; border: none;\">\n<p class=\"text-left\" style=\"padding-bottom: 5px;\"><i class=\"fa fa-user\" style=\"font-size: 17px; padding-right: 5px; color: #bcce0f; font-weight: bold;\"><\/i> <span style=\"font-size: 14px; padding-bottom: 5px; font-weight: 600;\">DIRECTOR <\/span><\/p>\n<ul style=\"margin-left: 0.2em;\">\n<li style=\"font-size: 15px; text-transform: uppercase;\">IPARRAGUIRRE, JAVIER<\/li>\n<\/ul>\n<p class=\"text-left\" style=\"padding-bottom: 5px; padding-top: 8px;\"><i class=\"fa fa-user\" style=\"font-size: 17px; padding-right: 5px; color: #bcce0f; font-weight: bold;\"><\/i> <span style=\"font-size: 14px; padding-bottom: 5px; font-weight: 600;\">CO-DIRECTOR <\/span><\/p>\n<ul style=\"margin-left: 0.2em;\">\n<li style=\"font-size: 15px;\"><span style=\"text-transform: capitalize;\">Friedrich Guillermo<\/span><\/li>\n<\/ul>\n<p class=\"text-left\" style=\"padding-bottom: 5px; padding-top: 8px;\"><i class=\"fa fa-user\" style=\"font-size: 17px; padding-right: 5px; color: #bcce0f; font-weight: bold;\"><\/i> <span style=\"font-size: 14px; padding-bottom: 5px; font-weight: 600;\">T\u00c9CNICO DE APOYO<\/span><\/p>\n<ul style=\"margin-left: 0.2em;\">\n<li style=\"font-size: 15px;\"><span style=\"text-transform: capitalize;\">Airasca Ariel<\/span><\/li>\n<\/ul>\n<p class=\"text-left\" style=\"padding-bottom: 5px; padding-top: 8px;\"><i class=\"fa fa-user\" style=\"font-size: 17px; padding-right: 5px; color: #bcce0f; font-weight: bold;\"><\/i> <span style=\"font-size: 14px; padding-bottom: 5px; font-weight: 600;\">INVESTIGADOR FORMADO<\/span><\/p>\n<ul style=\"margin-left: 0.2em;\">\n<li style=\"font-size: 15px;\"><span style=\"text-transform: capitalize;\">Pellegrino Sergio<\/span><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"col-xs-12 col-sm-12 col-md-6\">\n<div class=\"intgemat shadow-sm text-left\" style=\"background-color: #ffffff; font-size: 15px; border-radius: 0px; padding-bottom: 30px; padding-top: 30px; padding-left: 20px; color: #333; border: none;\">\n<p class=\"text-left\" style=\"padding-bottom: 5px;\"><i class=\"fa fa-user\" style=\"font-size: 17px; padding-right: 5px; color: #bcce0f; font-weight: bold;\"><\/i> <span style=\"font-size: 14px; padding-bottom: 5px; font-weight: 600;\">INVESTIGADOR ALUMNO<\/span><\/p>\n<ul style=\"margin-left: 0.2em;\">\n<li style=\"font-size: 15px;\"><span style=\"text-transform: capitalize;\">Briatore, Roberto<\/span><\/li>\n<\/ul>\n<p class=\"text-left\" style=\"padding-bottom: 5px; padding-top: 8px;\"><i class=\"fa fa-user\" style=\"font-size: 17px; padding-right: 5px; color: #bcce0f; font-weight: bold;\"><\/i> <span style=\"font-size: 14px; padding-bottom: 5px; font-weight: 600;\">INVESTIGADORES DE APOYO<\/span><\/p>\n<ul style=\"margin-left: 0.2em;\">\n<li style=\"font-size: 15px;\"><span style=\"text-transform: capitalize;\">Aggio Santiago<\/span><\/li>\n<li style=\"font-size: 15px;\"><span style=\"text-transform: capitalize;\">Rostagno Adri\u00e1n<\/span><\/li>\n<\/ul>\n<p class=\"text-left\" style=\"padding-bottom: 5px; padding-top: 8px;\"><i class=\"fa fa-user\" style=\"font-size: 17px; padding-right: 5px; color: #bcce0f; font-weight: bold;\"><\/i> <span style=\"font-size: .9REM; padding-bottom: 5px; font-weight: 600;\">BECARIO ALUMNO UTN SAE<\/span><\/p>\n<ul style=\"margin-left: 0.2em;\">\n<li style=\"font-size: 15px;\"><span style=\"text-transform: capitalize;\">Crisol Tom\u00e1s<\/span><\/li>\n<\/ul>\n<p class=\"text-left\" style=\"padding-bottom: 5px; padding-top: 8px;\"><i class=\"fa fa-user\" style=\"font-size: 17px; padding-right: 5px; color: #bcce0f; font-weight: bold;\"><\/i> <span style=\"font-size: 14px; padding-bottom: 5px; font-weight: 600;\">BECARIO ALUMNO I+D <\/span><\/p>\n<ul style=\"margin-left: 0.2em;\">\n<li style=\"font-size: 15px;\"><span style=\"text-transform: capitalize;\">Gonzalez Agust\u00edn<\/span><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<!--\/wp html -->\t\t\t\t                            <\/div>\n\t\t        \n                    <div id=\"resumen-del-proyecto-tab\" class=\"clearfix eael-tab-content-item active-default\" data-title-link=\"resumen-del-proyecto-tab\">\n\t\t\t\t        \t\t\t\t\t        <h5>Resumen<\/h5>\n<p>Recientemente, la sociedad en general y la comunidad cient\u00edfica en particular han atestiguado el resurgimiento de la inteligencia artificial. El auge se debe al entrenamiento de modelos de redes profundas (deep learning) con grandes cantidades de datos (big data). En particular los grandes modelos de lenguaje han mostrado un avance significativo. La misma arquitectura ha inspirado innovaciones en el procesamiento de im\u00e1genes. Aunque fue exitoso el desarrollo, las arquitecturas actuales demandan grandes cantidades de anotaciones y supercomputadores que puedan ejecutar el entrenamiento e inferencia. Esto ha producido una explosiva demanda de recursos necesarios para seguir aportando en la tem\u00e1tica.  <\/p>\n<p>Los modelos auto-supervisados son capaces de aprender sin necesidad de anotaciones. Adem\u00e1s existe evidencia que es posible inferir a trav\u00e9s de mecanismos de votaci\u00f3n de expertos. Este proyecto propone el estudio de modelos auto-supervisados que ejecuten sobre computadoras est\u00e1ndar y hagan uso de mecanismos de votaci\u00f3n. En particular, se espera contribuir en el \u00e1rea de entendimiento de im\u00e1genes. <\/p>\n<p>Se espera contribuir a los avances en modelos Vision Transformers (ViTs) auto-supervisados que ejecuten en hardware est\u00e1ndar. Adem\u00e1s se espera aportar en mecanismos de inferencia a partir de votaci\u00f3n de expertos. Finalmente, se espera aplicar el conocimiento a problemas de visi\u00f3n de computadoras que usen sistemas embebidos como soluci\u00f3n a requerimientos espec\u00edficos.<\/p>\t\t\t\t                            <\/div>\n\t\t                    <\/div>\n        <\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>ASECBB0010143TC \u2013 Compresi\u00f3n de im\u00e1genes usando votaci\u00f3n de modelos auto-supervisados eficientes y arquitecturas computacionales est\u00e1ndar Director: IPARRAGUIRRE,JAVIER Inicio: 1\/04\/2024 \u2013 Finalizaci\u00f3n: 31\/03\/2027.<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"categories":[153,131],"tags":[114],"class_list":["post-15439","post","type-post","status-publish","format-standard","hentry","category-sitic-proyecto-vigente","category-vigentes-con-incentivo","tag-sitic"],"_links":{"self":[{"href":"https:\/\/www.frbb.utn.edu.ar\/frbb\/wp-json\/wp\/v2\/posts\/15439"}],"collection":[{"href":"https:\/\/www.frbb.utn.edu.ar\/frbb\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.frbb.utn.edu.ar\/frbb\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.frbb.utn.edu.ar\/frbb\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.frbb.utn.edu.ar\/frbb\/wp-json\/wp\/v2\/comments?post=15439"}],"version-history":[{"count":5,"href":"https:\/\/www.frbb.utn.edu.ar\/frbb\/wp-json\/wp\/v2\/posts\/15439\/revisions"}],"predecessor-version":[{"id":32834,"href":"https:\/\/www.frbb.utn.edu.ar\/frbb\/wp-json\/wp\/v2\/posts\/15439\/revisions\/32834"}],"wp:attachment":[{"href":"https:\/\/www.frbb.utn.edu.ar\/frbb\/wp-json\/wp\/v2\/media?parent=15439"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.frbb.utn.edu.ar\/frbb\/wp-json\/wp\/v2\/categories?post=15439"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.frbb.utn.edu.ar\/frbb\/wp-json\/wp\/v2\/tags?post=15439"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}