Results 21 to 30 of about 1,501,481 (284)
Knowledge-Guided Multi-Label Few-Shot Learning for General Image Recognition [PDF]
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020 Recognizing multiple labels of an image is a practical yet challenging task, and remarkable progress has been achieved by searching for semantic regions and exploiting label dependencies.
Tianshui Chen +4 more
semanticscholar +1 more source
Oversquashing in GNNs through the lens of information contraction and graph expansion [PDF]
Allerton Conference on Communication, Control, and Computing, 2022 The quality of signal propagation in message-passing graph neural networks (GNNs) strongly influences their expressivity as has been observed in recent works.
P. Banerjee +4 more
semanticscholar +1 more source
The Genesis of Bukovina Local Lore Studies during the Austrian Military Rule (1775-1786)
Codrul Cosminului, 2022 This article analyses the first published works dedicated to Bukovinian studies during the military rule of the region in 1775–1786. Bukovina's insights have been recorded in European academic journals, with the help of prominent scientists such as ...
Oleksandr Dobrzhanskyi
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Towards All-in-One Pre-Training via Maximizing Multi-Modal Mutual Information [PDF]
Computer Vision and Pattern Recognition, 2022 To effectively exploit the potential of large-scale models, various pre-training strategies supported by massive data from different sources are proposed, including supervised pre-training, weakly-supervised pre-training, and self-supervised pre-training.
Weijie Su +9 more
semanticscholar +1 more source
False messages in scientific publics using the example of Russian social network Vkontakte [PDF]
E3S Web of Conferences, 2020 Information and communication technologies form, in different ways, the modern person’s world picture. Despite huge educational possibilities of the Internet, the information flowing to the person through most commonly used channels, like social networks,
Alexander Fedyukovsky
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Lexical knowledge sources for cartography and GIS – development, current status and outlook
Geodesy and Cartography, 2016 Lexical knowledge sources are indispensable for research, education and general information. The transition of the reference works to the digital world has been a gradual one.
Koch Wolf Günther
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General Information Model and its application for Rock Excavation in Underground Work Sites [PDF]
Proceedings of the International Symposium on Automation and Robotics in Construction (IAARC), 2014 In the underground mining and tunnelling rock excavation processes, there is plethora of different machine, tool and information system providers involved and practically no general information model covering the complete process. The competition in the field is getting more intense and all the actors should intensify their operations.
Peltomaa, Irina +3 more
openaire +3 more sources
Lietuvos matematikos rinkinys, 2021 The technology for automatization of lecturer’sworkplace is presented in the paper, enhancing and simplifying the preparation of assignments for practical works and their inspection. The main focus of paper is placed on the inspection of students’works.
Dmitrij Šešok, Leonidas Syrus
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DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding [PDF]
Findings, 2020 Form understanding depends on both textual contents and organizational structure. Although modern OCR performs well, it is still challenging to realize general form understanding because forms are commonly used and of various formats. The table detection
Zilong Wang +3 more
semanticscholar +1 more source
Informing Work Interaction Design by 3rd Generation Activity Theory
Interaction Design and Architecture(s), 2018 In this paper, we reflect on stakeholder interaction design supported by task behavior specifications and stakeholder benefits when framing design with (i) eliciting task knowledge and understanding work activities and activity systems, (ii) means of interactional representation for design, and (iii) capturing the dynamics of activity systems. Thereby,
Jeannette Hemmecke, Christian Star
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