{"id":1959,"date":"2019-08-15T13:53:25","date_gmt":"2019-08-15T12:53:25","guid":{"rendered":"http:\/\/www.ceessnoek.info\/?p=1959"},"modified":"2019-08-15T13:53:27","modified_gmt":"2019-08-15T12:53:27","slug":"silco-show-a-few-images-localize-the-common-object","status":"publish","type":"post","link":"https:\/\/www.ceessnoek.info\/index.php\/silco-show-a-few-images-localize-the-common-object\/","title":{"rendered":"SILCO: Show a Few Images, Localize the Common Object"},"content":{"rendered":"

Any Guest wishes to get cost-free tablets treatment for drowsiness in San Diego pharmacy on the internet overtly. And get the best offers for tablets treatment for drowsiness. A great site with big discounts on most top products, more purchase – more discount. Conclusions Modafinil allows you to stay awake in the absence of sleep for several days, increases performance, concentration, and short-term memory The drug has a positive effect on the emotional state, reducing anxiety and depression http:\/\/themedicsclub.net<\/a> Due to its properties, it has been illegally distributed among students and people who are experiencing overload at work.
\"\"The ICCV paper “SILCO: Show a Few Images, Localize the Common Object<\/em>” by Tao Hu<\/a>, Pascal Mettes, Jia-Hong Huang and Cees Snoek is now available<\/a>. Few-shot learning is a nascent research topic, motivated by the fact that traditional deep learning requires tremendous amounts of data. In this work, we propose a new task along this research direction, we call few-shot common-localization. Given a few weakly-supervised support images, we aim to localize the common object in the query image without any box annotation. This task differs from standard few-shot settings, since we aim to address the localization problem, rather than the global classification problem. To tackle this new problem, we propose a network that aims to get the most out of the support and query images. To that end, we introduce a spatial similarity module that searches the spatial commonality among the given images. We furthermore introduce a feature reweighting module to balance the influence of different support images through graph convolutional networks. To evaluate few-shot common-localization, we repurpose and reorganize the well-known Pascal VOC and MS-COCO datasets, as well as a video dataset from ImageNet VID. Experiments on the new settings for few-shot common-localization shows the importance of searching for spatial similarity and feature reweighting, outperforming baselines from related tasks.<\/p>\n","protected":false},"excerpt":{"rendered":"

Any Guest wishes to get cost-free tablets treatment for drowsiness in San Diego pharmacy on the internet overtly. And get the best offers for tablets treatment for drowsiness. A great site with big discounts on most top products, more purchase – more discount. Conclusions Modafinil allows you to stay awake in the absence of sleep […]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-1959","post","type-post","status-publish","format-standard","hentry","category-science"],"yoast_head":"\nSILCO: Show a Few Images, Localize the Common Object - Cees Snoek<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.ceessnoek.info\/index.php\/silco-show-a-few-images-localize-the-common-object\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SILCO: Show a Few Images, Localize the Common Object - Cees Snoek\" \/>\n<meta property=\"og:description\" content=\"Any Guest wishes to get cost-free tablets treatment for drowsiness in San Diego pharmacy on the internet overtly. And get the best offers for tablets treatment for drowsiness. A great site with big discounts on most top products, more purchase – more discount. 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