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Visual Classification via Description from Large Language Models [PDF]
International Conference on Learning Representations, 2022 Vision-language models (VLMs) such as CLIP have shown promising performance on a variety of recognition tasks using the standard zero-shot classification procedure -- computing similarity between the query image and the embedded words for each category ...
Sachit Menon, Carl Vondrick
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DEEP LEARNING BASED FEATURE MATCHING AND ITS APPLICATION IN IMAGE ORIENTATION [PDF]
ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020 Matching images containing large viewpoint and viewing direction changes, resulting in large perspective differences, still is a very challenging problem.
L. Chen, F. Rottensteiner, C. Heipke
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Monitoring the mean with least-squares support vector data description
Gestão & Produção, 2021 : Multivariate control charts are essential tools in multivariate statistical process control (MSPC). “Shewhart-type” charts are control charts using rational subgroupings which are effective in the detection of large shifts.
Edgard M. Maboudou-Tchao
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Polymers, 2023 Poly(aryl-ether-ketone) materials (PAEKs), a class of high-performance polymers comprised of polyetheretherketone (PEEK) and polyetherketoneketone (PEKK), have attracted interest in standard dental procedures due to their inherent characteristics in ...
Syazwani Mohamad Zol +8 more
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Standards in neurosonology. Part III [PDF]
Journal of Ultrasonography, 2016 The paper presents standards related to ultrasound imaging of the cerebral vasculature and structures. The aim of this paper is to standardize both the performance and description of ultrasound imaging of the extracranial and intracranial cerebral ...
Joanna Wojczal +5 more
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RUDN Journal of Public Administration, 2023 One of the tasks of the government is fulfilling community rights by providing services. Services provided should follow existing laws and regulations; fast, reliable, and appropriate services are the main foundation for fulfilling community rights ...
Zainal Arifin
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Learning data-driven reduced elastic and inelastic models of spot-welded patches
Mechanics & Industry, 2021 Solving mechanical problems in large structures with rich localized behaviors remains a challenging issue despite the enormous advances in numerical procedures and computational performance.
Reille Agathe +8 more
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International Journal of Electrical and Computer Engineering (IJECE), 2023 Machine learning techniques, especially deep learning, are playing an increasingly important role in our lives. Deep learning uses different models to extract information from the data.
Ismail Negabi +3 more
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A normalized autoencoder for LHC triggers
SciPost Physics Core, 2023 Autoencoders are an effective analysis tool for the LHC, as they represent one of its main goal of finding physics beyond the Standard Model. The key challenge is that out-of-distribution anomaly searches based on the compressibility of features do not ...
Barry M. Dillon, Luigi Favaro, Tilman Plehn, Peter Sorrenson, Michael Krämer
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, 2020 . A new global high-resolution coupled climate model, EC-Earth3P-HR has been developed by the EC-Earth consortium, with a resolution of approximately 40 km for the atmosphere and 0.25 ∘ for the ocean, alongside with a standard-resolution version of the ...
R. Haarsma +26 more
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