Results 1 to 10 of about 4,823,962 (372)
Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier [PDF]
IEEE International Conference on Computer Vision, 2021 Recent papers have suggested that transfer learning can outperform sophisticated meta-learning methods for few-shot image classification. We take this hypothesis to its logical conclusion, and suggest the use of an ensemble of high-quality, pre-trained ...
Arkabandhu Chowdhury +3 more
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Journal of Information Science Theory and Practice, 2015 This paper describes qualities of a library classification system that are commonly discussed in the LIS tradition and literature, and explains such a system’s three main functions, namely knowledge mapping, information retrieval, and shelf ...
Satija, M.P., Martinez-Avila, Daniel
doaj +2 more sources
Machine Learning-Based Spectral Library for Crop Classification and Status Monitoring
Agronomy, 2019 The establishment and application of a spectral library is a critical step in the standardization and automation of remote sensing interpretation and mapping.
Jingcheng Zhang +5 more
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Research on Crack Resistance of Semi-flexible Pavement Materials [PDF]
E3S Web of Conferences, 2021 Semi-flexible pavement has been widely used in China's road construction due to its excellent rutting resistance. Due to the large difference in volume stability between the matrix asphalt mixture and the cement mortar, the internal stress of the semi ...
Jiahong Wu
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An Overview of Automatic Text Classification [PDF]
بازیابی دانش و نظامهای معنایی, 2022 Nowadays, various online resources are growing and disseminating rapidly. In order to organize these resources, attempts have been made to use automatic classification, which often uses statistical algorithms and machine learning. Recently, attention has
Reza Dehkhodaie, Atefeh Sharif
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Towards Better Dynamic Graph Learning: New Architecture and Unified Library [PDF]
Neural Information Processing Systems, 2023 We propose DyGFormer, a new Transformer-based architecture for dynamic graph learning. DyGFormer is conceptually simple and only needs to learn from nodes' historical first-hop interactions by: (1) a neighbor co-occurrence encoding scheme that explores ...
Le Yu, Leilei Sun, Bowen Du, Weifeng Lv
semanticscholar +1 more source
ResMLP: Feedforward Networks for Image Classification With Data-Efficient Training [PDF]
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 We present ResMLP, an architecture built entirely upon multi-layer perceptrons for image classification. It is a simple residual network that alternates (i) a linear layer in which image patches interact, independently and identically across channels ...
Hugo Touvron +10 more
semanticscholar +1 more source
Dinamisia, 2021 Realizing According to Law No. 43 of 2007 that every school operates a library that meets the national library standards by taking into account the National Library Standards.
Moh Safii +3 more
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Scientific and Technical Libraries, 2023 Efficiency of library classifications depends on their capacity to embrace current knowledge and social practices. Therefore, the verification (late Latin verificatio – evidence, confirmation, from the Latin verus – true and facio – to make) of upgrade ...
Н. Н. Голоднова +3 more
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Comparative Study of Science Classification Systems and Library Bibliographic Classification Schedules [PDF]
کتابداری و اطلاعرسانی, 2019 Objective: The science classification and library bibliographic classification are the two well-known study fields, the first, subject to science field and the second subject to Library and Information Science field.
Mozaffar CheshmehSohrabi +1 more
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